Download Udacity | AI for Healthcare | Nanodegree Program [FCO] Torrent

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Udacity | AI for Healthcare | Nanodegree Program [FCO]

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0. (1Hack.Us) Premium Tutorials-Guides-Articles _ Community based Forum.url	URL	377 B
1. (FreeCoursesOnline.Me) Download Udacity, Masterclass, Lynda, PHLearn, Pluralsight Free.url	URL	286 B
3. (FTUApps.com) Download Cracked Developers Applications For Free.url	URL	239 B
How you can help our Group!.txt	TXT	208 B

Part 01-Module 01-Lesson 01_AI for Healthcare Nanodegree Program Introduction

01. Welcome To Udacity V2-9QadFJRKrEA.en.vtt	VTT	945 B
01. Welcome To Udacity V2-9QadFJRKrEA.mp4	MP4	4.19 MB
01. Welcome To Udacity V2-9QadFJRKrEA.zh-CN.vtt	VTT	959 B
01. Welcome to Udacity.html	HTML	5.58 KB
02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.en.vtt	VTT	2.14 KB
02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.mp4	MP4	8.27 MB
02. Welcome To Your Nanodegree Experience V2-gd0Z0S58Y68.zh-CN.vtt	VTT	2.01 KB
02. Welcome to the Nanodegree Program Experience.html	HTML	5.7 KB
03. How To Succeed V3-1Vx31C1bw_o.en.vtt	VTT	5.56 KB
03. How To Succeed V3-1Vx31C1bw_o.mp4	MP4	24.79 MB
03. How to Succeed.html	HTML	5.29 KB
index.html	HTML	4.38 KB

Part 01-Module 01-Lesson 02_Nanodegree Career Services

01. Access the Career Portal.html	HTML	7.6 KB
img.zip	ZIP	6.6 MB
index.html	HTML	4.14 KB

Part 02-Module 01-Lesson 01_Introduction to AI for 2D Medical Imaging

01. Meet Your Instructor.html	HTML	7.26 KB
01. ND320 C2 L0 01 Meet Your Instructor Video-TahECnjyX3c.en.vtt	VTT	1.99 KB
01. ND320 C2 L0 01 Meet Your Instructor Video-TahECnjyX3c.mp4	MP4	8.96 MB
02. Course Outline.html	HTML	7.19 KB
02. ND320 C2 L0 02 Course Outline Video-8F5Dd79HbYA.en.vtt	VTT	1.67 KB
02. ND320 C2 L0 02 Course Outline Video-8F5Dd79HbYA.mp4	MP4	2.48 MB
03. Lesson Outline.html	HTML	7.2 KB
03. ND320 C2 L0 03 Lesson Outline Video-HfjFBhtgQIc.en.vtt	VTT	734 B
03. ND320 C2 L0 03 Lesson Outline Video-HfjFBhtgQIc.mp4	MP4	1.13 MB
04. Introduction to AI for 2D Medical Imaging.html	HTML	6.56 KB
04. ND320 C2 L0 04 Introduction To AI For 2D Medical Imaging Video-zf1PxuzqT7E.en.vtt	VTT	1.39 KB
04. ND320 C2 L0 04 Introduction To AI For 2D Medical Imaging Video-zf1PxuzqT7E.mp4	MP4	4.01 MB
05. History.html	HTML	7.84 KB
05. ND320 C2 L0 05 History Of AI For Medical Imaging Video-WsTuFTALAeo.en.vtt	VTT	1.87 KB
05. ND320 C2 L0 05 History Of AI For Medical Imaging Video-WsTuFTALAeo.mp4	MP4	2.66 MB
06. Importance of AI.html	HTML	6.9 KB
06. ND320 C2 L0 06 AI For Medical Imaging Is Important Video-8Pg-3b-Xj-w.en.vtt	VTT	2.98 KB
06. ND320 C2 L0 06 AI For Medical Imaging Is Important Video-8Pg-3b-Xj-w.mp4	MP4	3.05 MB
07. ND320 C2 L0 07 When To Use Or Not Use AI In Medical Imaging Video-5WKhw_IijDI.en.vtt	VTT	1.75 KB
07. ND320 C2 L0 07 When To Use Or Not Use AI In Medical Imaging Video-5WKhw_IijDI.mp4	MP4	9.19 MB
07. When to Use AI.html	HTML	8.21 KB
08. Business Stakeholders.html	HTML	9.03 KB
08. ND320 C2 L0 08 Business Stakeholders Video-xFXxo9rb2wQ.en.vtt	VTT	1.01 KB
08. ND320 C2 L0 08 Business Stakeholders Video-xFXxo9rb2wQ.mp4	MP4	1.05 MB
09. ND320 C2 L0 10 Project- Pneumonia Detection From X-Ray Images Video-3W3YTPxL9KI.en.vtt	VTT	2.62 KB
09. ND320 C2 L0 10 Project- Pneumonia Detection From X-Ray Images Video-3W3YTPxL9KI.mp4	MP4	7.21 MB
09. Project Pneumonia Detection from X-Ray Images.html	HTML	7.43 KB
10. ND320 C2 L0 11 Recap Video-9__L2yRyoM8.en.vtt	VTT	702 B
10. ND320 C2 L0 11 Recap Video-9__L2yRyoM8.mp4	MP4	660.01 KB
10. Recap.html	HTML	7.2 KB
11. Good Luck.html	HTML	6.18 KB
11. ND320 C2 L0 12 Good Luck-BxdlbI0TOs8.en.vtt	VTT	565 B
11. ND320 C2 L0 12 Good Luck-BxdlbI0TOs8.mp4	MP4	2.26 MB
img.zip	ZIP	241.25 KB
index.html	HTML	4.94 KB

Part 02-Module 01-Lesson 02_Clinical Foundations of 2D Medical Imaging

01. Clinical Foundations.html	HTML	8.23 KB
01. ND320 C2 L1 01 Clinical Foundations-cj0Mf0ICVEY.en.vtt	VTT	444 B
01. ND320 C2 L1 01 Clinical Foundations-cj0Mf0ICVEY.mp4	MP4	1.73 MB
02. Lesson Outline.html	HTML	8.51 KB
02. ND320 C2 L1 02 Lesson Outline Video-qw3Uyp9aXWs.en.vtt	VTT	718 B
02. ND320 C2 L1 02 Lesson Outline Video-qw3Uyp9aXWs.mp4	MP4	1.19 MB
03. Intuition About 2D Medical Images.html	HTML	12.7 KB
03. ND320 C2 L1 04 Developing Your Intuition About 2D Medical Images Video-oQMS4GpYlxU.en.vtt	VTT	4.77 KB
03. ND320 C2 L1 04 Developing Your Intuition About 2D Medical Images Video-oQMS4GpYlxU.mp4	MP4	5.31 MB
04. Clinical Applications.html	HTML	14.91 KB
04. ND320 C2 L1 05 Clinical Applications Of 2D Imaging Video Pt 1-VqdrQ94c39E.en.vtt	VTT	1.81 KB
04. ND320 C2 L1 05 Clinical Applications Of 2D Imaging Video Pt 1-VqdrQ94c39E.mp4	MP4	1.84 MB
04. ND320 C2 L1 06 Clinical Applications Of 2D Imaging Video Pt 2-nbx4msfjd9k.en.vtt	VTT	4.04 KB
04. ND320 C2 L1 06 Clinical Applications Of 2D Imaging Video Pt 2-nbx4msfjd9k.mp4	MP4	5.26 MB
04. ND320 C2 L1 07 Clinical Applications Of 2D Imaging Video Pt 3-SMJ1oe_tLYU.en.vtt	VTT	3.1 KB
04. ND320 C2 L1 07 Clinical Applications Of 2D Imaging Video Pt 3-SMJ1oe_tLYU.mp4	MP4	3.44 MB
05. Clinical Applications Quizzes.html	HTML	11.03 KB
06. Clinical Applications Exercise.html	HTML	9.11 KB
07. Clinical Applications Exercise Solution.html	HTML	8.62 KB
08. Apply Machine Learning .html	HTML	12.07 KB
08. ND320 C2 L1 10 Machine Learning Applied To 2D Medical Imaging Pt 1-7oNihzu6Xc4.en.vtt	VTT	4.12 KB
08. ND320 C2 L1 10 Machine Learning Applied To 2D Medical Imaging Pt 1-7oNihzu6Xc4.mp4	MP4	4.64 MB
08. ND320 C2 L1 11 Machine Learning Applied To 2D Medical Imaging Pt 2-2NhapgAZjKo.en.vtt	VTT	4.38 KB
08. ND320 C2 L1 11 Machine Learning Applied To 2D Medical Imaging Pt 2-2NhapgAZjKo.mp4	MP4	5.25 MB
08. ND320 C2 L1 12 Machine Learning Applied To 2D Medical Imaging Pt 3-xzS5BlWdbbU.en.vtt	VTT	3.98 KB
08. ND320 C2 L1 12 Machine Learning Applied To 2D Medical Imaging Pt 3-xzS5BlWdbbU.mp4	MP4	3.93 MB
09. Apply Machine Learning Quizzes.html	HTML	10.85 KB
10. Apply Machine Learning Exercise.html	HTML	11.06 KB
11. Apply Machine Learning Exercise Solution.html	HTML	9.72 KB
11. ND320 C2 L1 14 Machine Learning Applied To 2D Medical Imaging Exercise Solution Video-xPm5u306EhY.en.vtt	VTT	1.35 KB
11. ND320 C2 L1 14 Machine Learning Applied To 2D Medical Imaging Exercise Solution Video-xPm5u306EhY.mp4	MP4	1.79 MB
12. ND320 C2 L1 15 Assessing Performance Of Machine Learning Algorithms For 2D Imaging Video-c0gF0BH71Zw.en.vtt	VTT	8.36 KB
12. ND320 C2 L1 15 Assessing Performance Of Machine Learning Algorithms For 2D Imaging Video-c0gF0BH71Zw.mp4	MP4	9.74 MB
12. Performance of ML.html	HTML	9.89 KB
13. Performance of ML Quizzes.html	HTML	11.13 KB
14. Performance of ML Exercise.html	HTML	9.4 KB
15. Performance of ML Exercise Solution.html	HTML	8.39 KB
16. ND320 C2 L1 18 Understanding Key Stakeholders - Clinical-XsdnG9RH0NY.en.vtt	VTT	5.04 KB
16. ND320 C2 L1 18 Understanding Key Stakeholders - Clinical-XsdnG9RH0NY.mp4	MP4	5.45 MB
16. ND320 C2 L1 19 Understanding Key Stakeholders - Industry-JHk1CtVBCVE.en.vtt	VTT	3.83 KB
16. ND320 C2 L1 19 Understanding Key Stakeholders - Industry-JHk1CtVBCVE.mp4	MP4	4.25 MB
16. ND320 C2 L1 20 Understanding Key Stakeholders - Regulatory-mcdWvNZ_BCs.en.vtt	VTT	6.71 KB
16. ND320 C2 L1 20 Understanding Key Stakeholders - Regulatory-mcdWvNZ_BCs.mp4	MP4	7.45 MB
16. Regulatory Landscape.html	HTML	11.8 KB
17. Regulatory Landscape Quizzes.html	HTML	11.67 KB
18. Regulatory Landscape Exercise.html	HTML	8.85 KB
19. ND320 C2 L1 22 Understanding Key Stakeholders Exercise Solution Video-R5MzajI0x5k.en.vtt	VTT	2.41 KB
19. ND320 C2 L1 22 Understanding Key Stakeholders Exercise Solution Video-R5MzajI0x5k.mp4	MP4	11.71 MB
19. Regulatory Landscape Exercise Solution.html	HTML	9.05 KB
20. Final Review.html	HTML	8.75 KB
21. Lesson Conclusion.html	HTML	8.89 KB
21. ND320 C2 L1 23 Lesson Conclusion-rt54OPaOnps.en.vtt	VTT	1.92 KB
21. ND320 C2 L1 23 Lesson Conclusion-rt54OPaOnps.mp4	MP4	1.84 MB
img.zip	ZIP	2.46 MB
index.html	HTML	6.02 KB

Part 02-Module 01-Lesson 03_2D Medical Imaging Exploratory Data Analysis

01. DICOM Standard and EDA.html	HTML	7.98 KB
01. ND320 C2 L2 01 The DICOM Standard And Exploratory Data Analysis Of 2D Medical Imaging-XqJXmNdZJ-Y.en.vtt	VTT	642 B
01. ND320 C2 L2 01 The DICOM Standard And Exploratory Data Analysis Of 2D Medical Imaging-XqJXmNdZJ-Y.mp4	MP4	2.49 MB
02. Lesson Outline.html	HTML	8.69 KB
02. ND320 C2 L2 02 Lesson Outline Video-zg6kATakghI.en.vtt	VTT	838 B
02. ND320 C2 L2 02 Lesson Outline Video-zg6kATakghI.mp4	MP4	1.39 MB
03. DICOM Standard.html	HTML	11.04 KB
03. ND320 C2 L2 05 The DICOM Standard And 2D Imaging Video Pt 1-NWnnlPJZqJ8.en.vtt	VTT	2.27 KB
03. ND320 C2 L2 05 The DICOM Standard And 2D Imaging Video Pt 1-NWnnlPJZqJ8.mp4	MP4	4.02 MB
03. ND320 C2 L2 06 The DICOM Standard And 2D Imaging Video Pt 2-yuIF6vo3Ok4.en.vtt	VTT	7.28 KB
03. ND320 C2 L2 06 The DICOM Standard And 2D Imaging Video Pt 2-yuIF6vo3Ok4.mp4	MP4	8.96 MB
04. DICOM Standard Quizzes.html	HTML	9.78 KB
05. DICOM Standard Exercise.html	HTML	9.64 KB
06. DICOM Standard Exercise Solution.html	HTML	8.82 KB
06. ND320 C2 L2 08 The DICOM Standard And 2D Imaging Exercise Solution Video-FxWabMzwkYE.en.vtt	VTT	1.76 KB
06. ND320 C2 L2 08 The DICOM Standard And 2D Imaging Exercise Solution Video-FxWabMzwkYE.mp4	MP4	8.87 MB
07. Explore 2D Imaging Properties.html	HTML	9.63 KB
07. ND320 C2 L2 09 Exploring 2D Imaging Properties Video Pt 1-hP7BaRiPd5M.en.vtt	VTT	5.07 KB
07. ND320 C2 L2 09 Exploring 2D Imaging Properties Video Pt 1-hP7BaRiPd5M.mp4	MP4	6.74 MB
07. ND320 C2 L2 10 Exploring 2D Imaging Properties Video Pt 2-VCn6mDmQreo.en.vtt	VTT	3.23 KB
07. ND320 C2 L2 10 Exploring 2D Imaging Properties Video Pt 2-VCn6mDmQreo.mp4	MP4	3.75 MB
08. Explore 2D Imaging Properties Quizzes.html	HTML	10.23 KB
09. Explore 2D Imaging Properties Exercise.html	HTML	9.74 KB
10. Explore 2D Imaging Properties Exercise Solution.html	HTML	8.56 KB
11. ND320 C2 L2 13 Preparing DICOM Images For Machine Learning Video-UDFKqT0w174.en.vtt	VTT	4.6 KB
11. ND320 C2 L2 13 Preparing DICOM Images For Machine Learning Video-UDFKqT0w174.mp4	MP4	5.38 MB
11. Prepare DICOM Images for ML.html	HTML	8.38 KB
12. Prepare DICOM Images for ML Quizzes.html	HTML	10.05 KB
13. Prepare DICOM Images for ML Exercise.html	HTML	9.33 KB
14. Prepare DICOM Images for ML Exercise Solution.html	HTML	8.55 KB
15. Exploring Population Metadata.html	HTML	9.11 KB
15. ND320 C2 L2 16 Exploring Population Metadata Video-qitPZeqw_BM.en.vtt	VTT	4.68 KB
15. ND320 C2 L2 16 Exploring Population Metadata Video-qitPZeqw_BM.mp4	MP4	5.35 MB
16. Exploring Population Metadata Quizzes.html	HTML	10.21 KB
17. Exploring Population Metadata Exercise.html	HTML	9.56 KB
18. Exploring Population Metadata Exercise Solution.html	HTML	8.54 KB
19. Edge Case.html	HTML	9.88 KB
19. ND320 C2 L2 18 Edge Case- Microscopy Data Video-KFiTvwderHw.en.vtt	VTT	1.5 KB
19. ND320 C2 L2 18 Edge Case- Microscopy Data Video-KFiTvwderHw.mp4	MP4	1.61 MB
20. Final Review.html	HTML	8.48 KB
21. Lesson Conclusion.html	HTML	9.86 KB
21. ND320 C2 L2 19 Lesson Conclusion-JWyC76MBA_M.en.vtt	VTT	2.37 KB
21. ND320 C2 L2 19 Lesson Conclusion-JWyC76MBA_M.mp4	MP4	3.65 MB
img.zip	ZIP	200.97 KB
index.html	HTML	6.13 KB

Part 02-Module 01-Lesson 04_Classification Models of 2D Medical Images

01. Models for Classification of 2D Medical Images.html	HTML	9.59 KB
01. ND320 C2 L3 01 Developing Models For Classification Of 2D Medical Images Video-SNS2VdIjNpI.en.vtt	VTT	881 B
01. ND320 C2 L3 01 Developing Models For Classification Of 2D Medical Images Video-SNS2VdIjNpI.mp4	MP4	3.77 MB
02. Lesson Outline.html	HTML	9.93 KB
02. ND320 C2 L3 02 Lesson Outline Video-mIgHpAbiEJE.en.vtt	VTT	1.45 KB
02. ND320 C2 L3 02 Lesson Outline Video-mIgHpAbiEJE.mp4	MP4	1.35 MB
03. Big Picture.html	HTML	9.68 KB
03. ND320 C2 L3 03 Big Picture Video-J73Gsx04OCc.en.vtt	VTT	956 B
03. ND320 C2 L3 03 Big Picture Video-J73Gsx04OCc.mp4	MP4	4.38 MB
04. Intuition about Classification Model Development.html	HTML	10.15 KB
04. ND320 C2 L3 04 Developing Your Intuition About Classification Model Development Video-TtBz1XCXdzA.en.vtt	VTT	986 B
04. ND320 C2 L3 04 Developing Your Intuition About Classification Model Development Video-TtBz1XCXdzA.mp4	MP4	4.67 MB
05. Differentiate Between Models.html	HTML	12.53 KB
05. ND320 C2 L3 05 Differentiating Between Types Of Models Walkthrough Pt 1-nRqfnjPO8X8.en.vtt	VTT	5.91 KB
05. ND320 C2 L3 05 Differentiating Between Types Of Models Walkthrough Pt 1-nRqfnjPO8X8.mp4	MP4	6.24 MB
05. ND320 C2 L3 06 Differentiating Between Types Of Models Walkthrough Pt 2-0JGyf23SrZU.en.vtt	VTT	2.99 KB
05. ND320 C2 L3 06 Differentiating Between Types Of Models Walkthrough Pt 2-0JGyf23SrZU.mp4	MP4	3.14 MB
05. ND320 C2 L3 07 Differentiating Between Types Of Models Walkthrough Pt 3-WblSZZgZEOQ.en.vtt	VTT	4.37 KB
05. ND320 C2 L3 07 Differentiating Between Types Of Models Walkthrough Pt 3-WblSZZgZEOQ.mp4	MP4	5.24 MB
06. Differentiate Between Models Quizzes.html	HTML	11.71 KB
07. Differentiate Between Models Exercise.html	HTML	10.71 KB
08. Differentiate Between Models Exercise Solution.html	HTML	11.93 KB
08. ND320 C2 L3 08 Differentiating Between Types Of Models Exercise Solution Video-dGrp1mlL3Bk.en.vtt	VTT	2.17 KB
08. ND320 C2 L3 08 Differentiating Between Types Of Models Exercise Solution Video-dGrp1mlL3Bk.mp4	MP4	2.54 MB
09. ND320 C2 L3 09 Splitting Your Dataset For Model Development Walkthrough-cOnrDodXOxo.en.vtt	VTT	6.63 KB
09. ND320 C2 L3 09 Splitting Your Dataset For Model Development Walkthrough-cOnrDodXOxo.mp4	MP4	6.5 MB
09. Split Dataset for Model Development.html	HTML	11.8 KB
10. Split Dataset for Model Development Quizzes.html	HTML	12.52 KB
11. Split Dataset for Model Development Exercise.html	HTML	11.51 KB
12. Split Dataset for Model Development Exercise Solution.html	HTML	10.1 KB
13. ND320 C2 L3 11 Obtaining A Gold Standard Walkthrough Pt 1-I7MNFTnFZjA.en.vtt	VTT	4.86 KB
13. ND320 C2 L3 11 Obtaining A Gold Standard Walkthrough Pt 1-I7MNFTnFZjA.mp4	MP4	4.97 MB
13. ND320 C2 L3 11.1 Obtaining A Gold Standard Walkthrough Pt 2-Y1YtgNaJUwA.en.vtt	VTT	6.35 KB
13. ND320 C2 L3 11.1 Obtaining A Gold Standard Walkthrough Pt 2-Y1YtgNaJUwA.mp4	MP4	6.45 MB
13. Obtaining a Gold Standard.html	HTML	11.45 KB
14. Obtaining a Gold Standard Quizzes.html	HTML	11.91 KB
15. Obtaining a Gold Standard Exercise.html	HTML	11.36 KB
16. Obtaining a Gold Standard Exercise Solution.html	HTML	10.06 KB
17. Image Pre-processing for Model Training.html	HTML	11.63 KB
17. ND320 C2 L3 13 Image Pre-Processing For Model Training Walkthrough-B7yst-GFLXY.en.vtt	VTT	9.53 KB
17. ND320 C2 L3 13 Image Pre-Processing For Model Training Walkthrough-B7yst-GFLXY.mp4	MP4	10.66 MB
18. Image Pre-processing for Model Training Quizzes.html	HTML	11.36 KB
19. Image Pre-processing for Model Training Exercise.html	HTML	11.26 KB
20. Image Pre-processing for Model Training Exercise Solution.html	HTML	11.05 KB
20. ND320 C2 L3 14 Image Pre-Processing For Model Training Exercise Solution Video-eeGUYyYukm8.en.vtt	VTT	1.63 KB
20. ND320 C2 L3 14 Image Pre-Processing For Model Training Exercise Solution Video-eeGUYyYukm8.mp4	MP4	1.99 MB
21. Fine-tuning CNNs for Classification.html	HTML	12 KB
21. ND320 C2 L3 15 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 1-K9OnKsO9Wj4.en.vtt	VTT	5.24 KB
21. ND320 C2 L3 15 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 1-K9OnKsO9Wj4.mp4	MP4	6.17 MB
21. ND320 C2 L3 16 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 2-5N2yR83RTG0.en.vtt	VTT	3.71 KB
21. ND320 C2 L3 16 Fine-Tuning CNNs For 2D Medical Image Classification Walkthrough Pt 2-5N2yR83RTG0.mp4	MP4	4.69 MB
22. Fine-tuning CNNs for Classification Quizzes.html	HTML	11.53 KB
23. Fine-tuning CNNs for Classification Exercise.html	HTML	11.34 KB
24. Fine-tuning CNNs for Classification Exercise Solution.html	HTML	10.1 KB
25. Evaluating Your Model.html	HTML	13.3 KB
25. ND320 C2 L3 18 Evaluating Your Model Walkthrough Pt 1-LEvBfBersuE.en.vtt	VTT	4.14 KB
25. ND320 C2 L3 18 Evaluating Your Model Walkthrough Pt 1-LEvBfBersuE.mp4	MP4	4.11 MB
25. ND320 C2 L3 19 Evaluating Your Model Walkthrough Pt 2-JPUNuZP564Y.en.vtt	VTT	3.98 KB
25. ND320 C2 L3 19 Evaluating Your Model Walkthrough Pt 2-JPUNuZP564Y.mp4	MP4	3.64 MB
26. Evaluating Your Model Quizzes.html	HTML	11.69 KB
27. Evaluating Your Model Exercise.html	HTML	10.86 KB
28. Evaluating Your Model Exercise Solution.html	HTML	10.02 KB
29. Final Review.html	HTML	10.59 KB
30. Lesson Conclusion.html	HTML	10.68 KB
30. ND320 C2 L3 22 Lesson Conclusion-HvY3ibMRetY.en.vtt	VTT	2.66 KB
30. ND320 C2 L3 22 Lesson Conclusion-HvY3ibMRetY.mp4	MP4	2.63 MB
img.zip	ZIP	1.12 MB
index.html	HTML	7.43 KB

Part 02-Module 01-Lesson 05_Translating AI Algorithms for Clinical Settings with the FDA

01. ND320 C2 L4 01 Translating Your Algorithm Into A Clinical Setting With The FDA-YBElx0lBnOk.en.vtt	VTT	784 B
01. ND320 C2 L4 01 Translating Your Algorithm Into A Clinical Setting With The FDA-YBElx0lBnOk.mp4	MP4	3.08 MB
01. Translating Algorithm into a Clinical Setting with the FDA .html	HTML	8.46 KB
02. Lesson Outline.html	HTML	8.85 KB
02. ND320 C2 L4 02 Lesson Outline Video-47PiR8U2Td4.en.vtt	VTT	780 B
02. ND320 C2 L4 02 Lesson Outline Video-47PiR8U2Td4.mp4	MP4	1.29 MB
03. Big Picture.html	HTML	8.11 KB
03. ND320 C2 L4 03 Big Picture Video-AV1cBTAReCY.en.vtt	VTT	1.93 KB
03. ND320 C2 L4 03 Big Picture Video-AV1cBTAReCY.mp4	MP4	5.75 MB
04. Intended Use and Indications for Use.html	HTML	10.43 KB
04. ND320 C2 L4 05 Intended Use And Indications For Use Walkthrough Pt 1-aNl6MP1TNNk.en.vtt	VTT	4.92 KB
04. ND320 C2 L4 05 Intended Use And Indications For Use Walkthrough Pt 1-aNl6MP1TNNk.mp4	MP4	6.44 MB
04. ND320 C2 L4 06 Intended Use And Indications For Use Walkthrough Pt 2-nY0Kf_pXzPY.en.vtt	VTT	7.79 KB
04. ND320 C2 L4 06 Intended Use And Indications For Use Walkthrough Pt 2-nY0Kf_pXzPY.mp4	MP4	8.95 MB
04. ND320 C2 L4 07 Intended Use And Indications For Use Walkthrough Pt 3-j3v_wjG9GPI.en.vtt	VTT	4.17 KB
04. ND320 C2 L4 07 Intended Use And Indications For Use Walkthrough Pt 3-j3v_wjG9GPI.mp4	MP4	4.25 MB
05. Intended Use and Clinical Impact Quizzes.html	HTML	10.78 KB
06. Intended Use and Clinical Impact Exercise.html	HTML	9.94 KB
07. Intended Use and Clinical Impact Exercise Solution.html	HTML	8.89 KB
08. Algorithmic Limitations.html	HTML	9.78 KB
08. ND320 C2 L4 09 Algorithmic Limitations Walkthrough-2_TffCcvthY.en.vtt	VTT	7.45 KB
08. ND320 C2 L4 09 Algorithmic Limitations Walkthrough-2_TffCcvthY.mp4	MP4	7.58 MB
09. Algorithmic Limitations Quizzes.html	HTML	10.45 KB
10. Algorithmic Limitations Exercise.html	HTML	9.63 KB
11. Algorithmic Limitations Exercise Solution.html	HTML	8.87 KB
12. ND320 C2 L4 11 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 1-uzO_dx7nzeQ.en.vtt	VTT	8.36 KB
12. ND320 C2 L4 11 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 1-uzO_dx7nzeQ.mp4	MP4	9.06 MB
12. ND320 C2 L4 12 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 2-7O2wX27ZTs8.en.vtt	VTT	6.04 KB
12. ND320 C2 L4 12 Translate Performance Statistics Into Clinical Utility Walkthrough Pt 2-7O2wX27ZTs8.mp4	MP4	7.18 MB
12. Translate Performance into Clinical Utility.html	HTML	12.18 KB
13. Translate Performance into Clinical Utility Quizzes.html	HTML	10.76 KB
14. Translate Performance into Clinical Utility Exercise.html	HTML	10.27 KB
15. Translate Performance into Clinical Utility Solution.html	HTML	8.91 KB
16. Designing an FDA Validation Plan.html	HTML	10.37 KB
16. ND320 C2 L4 14 Designing An FDA Validation Plan Walkthrough-qCBH4bEEgDQ.en.vtt	VTT	9.47 KB
16. ND320 C2 L4 14 Designing An FDA Validation Plan Walkthrough-qCBH4bEEgDQ.mp4	MP4	10.03 MB
17. Designing an FDA Validation Plan Quizzes.html	HTML	10.33 KB
18. Designing an FDA Validation Plan Exercise.html	HTML	10.55 KB
19. Designing an FDA Validation Plan Exercise Solution.html	HTML	9.48 KB
19. ND320 C2 L4 15 Designing An FDA Validation Plan Exercise Solution Video-KoKfda3UzWg.en.vtt	VTT	1.83 KB
19. ND320 C2 L4 15 Designing An FDA Validation Plan Exercise Solution Video-KoKfda3UzWg.mp4	MP4	8.92 MB
20. Final Review.html	HTML	8.3 KB
21. Lesson Conclusion.html	HTML	9.05 KB
21. ND320 C2 L4 17 Lesson Conclusion Video-RA55OpH2uY8.en.vtt	VTT	1.99 KB
21. ND320 C2 L4 17 Lesson Conclusion Video-RA55OpH2uY8.mp4	MP4	5.96 MB
img.zip	ZIP	259.39 KB
index.html	HTML	6.49 KB

Part 02-Module 01-Lesson 06_Project Pneumonia Detection from Chest X-Rays

01. Project Overview.html	HTML	7.91 KB
02. Starting the project.html	HTML	7.51 KB
03. Submitting the project.html	HTML	6.87 KB
04. Jupyter GPU Workspace.html	HTML	6.36 KB
Project Description - Pneumonia Detection From Chest X-Rays.html	HTML	6.71 KB
Project Rubric - Pneumonia Detection From Chest X-Rays.html	HTML	13.27 KB
index.html	HTML	4.7 KB

Part 03-Module 01-Lesson 01_Introduction to AI for 3D Medical Imaging

01. ND320 C3 Course Intro-K_8FLF8bwho.en.vtt	VTT	875 B
01. ND320 C3 Course Intro-K_8FLF8bwho.mp4	MP4	2.94 MB
01. Welcome to the Course.html	HTML	8.56 KB
02. ND320 C3 L0 02 Who Is AI Engineer- What Is AI For 3D Med Imaging--JgmyZSxsxbM.en.vtt	VTT	5.53 KB
02. ND320 C3 L0 02 Who Is AI Engineer- What Is AI For 3D Med Imaging--JgmyZSxsxbM.mp4	MP4	15.54 MB
02. What is AI for 3D medical imaging.html	HTML	8.99 KB
03. ND320 C3 L0 04 Historical Context-Xd2DpP7VKag.en.vtt	VTT	4.09 KB
03. ND320 C3 L0 04 Historical Context-Xd2DpP7VKag.mp4	MP4	9.93 MB
03. What is the historical context for 3D medical imaging.html	HTML	8.01 KB
04. ND320 C3 L0 05 State Of AI For Med Imaging-TBkMWYPKv7Y.en.vtt	VTT	3.88 KB
04. ND320 C3 L0 05 State Of AI For Med Imaging-TBkMWYPKv7Y.mp4	MP4	7.46 MB
04. Why is AI for 3D med imaging important.html	HTML	9.5 KB
05. Course Content.html	HTML	10.68 KB
05. ND320 C3 L0 03 Course Content-dGJpV_SPGts.en.vtt	VTT	11.02 KB
05. ND320 C3 L0 03 Course Content-dGJpV_SPGts.mp4	MP4	15.98 MB
06. ND320 C3 L0 06 Tools Used In The Course-aF1htPzHlTQ.en.vtt	VTT	2.64 KB
06. ND320 C3 L0 06 Tools Used In The Course-aF1htPzHlTQ.mp4	MP4	17.32 MB
06. Relevant tools.html	HTML	12.12 KB
07. Let’s get started!.html	HTML	6.3 KB
07. ND320 C3 L0 07 Summary Of The Introduction-SMJwx5H2NfE.en.vtt	VTT	781 B
07. ND320 C3 L0 07 Summary Of The Introduction-SMJwx5H2NfE.mp4	MP4	3.77 MB
img.zip	ZIP	2.01 MB
index.html	HTML	4.75 KB

Part 03-Module 01-Lesson 02_3D Medical Imaging - Clinical Fundamentals

01. Introduction.html	HTML	10.13 KB
01. ND320 C3 L1 01 Welcome To The Lesson _ Overview-e_tZLickMSY.en.vtt	VTT	1.33 KB
01. ND320 C3 L1 01 Welcome To The Lesson _ Overview-e_tZLickMSY.mp4	MP4	3.31 MB
02. ND320 C3 L1 02 What Are 3D Medical Images--dB42CFoCWIA.en.vtt	VTT	7.02 KB
02. ND320 C3 L1 02 What Are 3D Medical Images--dB42CFoCWIA.mp4	MP4	17.45 MB
02. What are 3D Medical Images.html	HTML	10.05 KB
03. ND320 C3 L1 03 Why Use 3D Medical Images--wqHedjEWPjI.en.vtt	VTT	9.99 KB
03. ND320 C3 L1 03 Why Use 3D Medical Images--wqHedjEWPjI.mp4	MP4	12.43 MB
03. Why use 3D Medical Images.html	HTML	10.16 KB
04. ND320 C3 L1 04 Who Uses 3D Medical Images--jWNmHfbOIb4.en.vtt	VTT	5.04 KB
04. ND320 C3 L1 04 Who Uses 3D Medical Images--jWNmHfbOIb4.mp4	MP4	10.74 MB
04. Who uses 3D Medical Images.html	HTML	9.88 KB
05. Example Clinical Scenario.html	HTML	11.83 KB
05. ND320 C3 L1 05 Example Clinical Scenario 1-BA7lAQiDA6k.en.vtt	VTT	7.58 KB
05. ND320 C3 L1 05 Example Clinical Scenario 1-BA7lAQiDA6k.mp4	MP4	14.01 MB
05. ND320 C3 L1 06 Example Clinical Scenario 2-OEpr6ONXW8E.en.vtt	VTT	9.86 KB
05. ND320 C3 L1 06 Example Clinical Scenario 2-OEpr6ONXW8E.mp4	MP4	12.89 MB
06. Exercise 1 Choosing a Clinical Problem.html	HTML	11.94 KB
07. Exercise 1 Solution.html	HTML	9.85 KB
08. Clinical Section Outro.html	HTML	8.01 KB
08. ND320 C3 L1 07 Mazen Outro--HS5lxHHSfg.en.vtt	VTT	706 B
08. ND320 C3 L1 07 Mazen Outro--HS5lxHHSfg.mp4	MP4	2.38 MB
09. ND320 C3 L1 08 Ivan Intro-3uoHmcjruzQ.en.vtt	VTT	2.41 KB
09. ND320 C3 L1 08 Ivan Intro-3uoHmcjruzQ.mp4	MP4	10.45 MB
09. ND320 C3 L1 09 Physical Principles Of CT Scanner-VOQZng6b9Vo.en.vtt	VTT	5.1 KB
09. ND320 C3 L1 09 Physical Principles Of CT Scanner-VOQZng6b9Vo.mp4	MP4	9.77 MB
09. Physical Principles of CT Scanners.html	HTML	12.54 KB
10. Exercise 2 Computing a Sinogram.html	HTML	10.14 KB
10. ND320 C3 L1 10 Exercise- Compute A Sinogram - Intro-Ch0gnb4sGiY.en.vtt	VTT	377 B
10. ND320 C3 L1 10 Exercise- Compute A Sinogram - Intro-Ch0gnb4sGiY.mp4	MP4	1.34 MB
10. ND320 C3 L1 10.1 Exercise- CT Backprojection Solution Walkthrough-qULC4H62aig.en.vtt	VTT	13.84 KB
10. ND320 C3 L1 10.1 Exercise- CT Backprojection Solution Walkthrough-qULC4H62aig.mp4	MP4	40.12 MB
11. Exercise 2 Solution.html	HTML	9.26 KB
11. ND320 C3 L1 11 Exercise- Compute A Sinogram - Solution-wsxt6ZxCRYs.en.vtt	VTT	1.92 KB
11. ND320 C3 L1 11 Exercise- Compute A Sinogram - Solution-wsxt6ZxCRYs.mp4	MP4	3.91 MB
12. CT Scanners Summary.html	HTML	12.04 KB
12. ND320 C3 L1 12 CT Scanners- Exercise Summary, Hounsfield Units-h6sXx2wziXE.en.vtt	VTT	3.47 KB
12. ND320 C3 L1 12 CT Scanners- Exercise Summary, Hounsfield Units-h6sXx2wziXE.mp4	MP4	8.94 MB
13. ND320 C3 L1 13 Physical Principles Of MR Scanners-R_erN8yoQCQ.en.vtt	VTT	2.37 KB
13. ND320 C3 L1 13 Physical Principles Of MR Scanners-R_erN8yoQCQ.mp4	MP4	7.03 MB
13. Physical Principles of MR Scanners.html	HTML	9.34 KB
14. MRI Gradients _ RF Pulses.html	HTML	12.7 KB
14. ND320 C3 L1 13.1 Gradients And RF Pulses-Tz_8uV0MIjQ.en.vtt	VTT	3.53 KB
14. ND320 C3 L1 13.1 Gradients And RF Pulses-Tz_8uV0MIjQ.mp4	MP4	3.59 MB
15. MRI K-space, Reconstruction, T1 and T2.html	HTML	13.03 KB
15. ND320 C3 L1 14 K-Space, Reconstruction, T1 And T2 Sequences-G-VNEofjQaI.en.vtt	VTT	6.07 KB
15. ND320 C3 L1 14 K-Space, Reconstruction, T1 And T2 Sequences-G-VNEofjQaI.mp4	MP4	8.01 MB
16. MR Scanners Summary.html	HTML	11.09 KB
16. ND320 C3 L1 15 MRI Summary-PjJWKGkEr-4.en.vtt	VTT	2.65 KB
16. ND320 C3 L1 15 MRI Summary-PjJWKGkEr-4.mp4	MP4	16.05 MB
17. Common 3D imaging data tasks.html	HTML	8.53 KB
17. ND320 C3 L1 16 Common 3D Imaging Data Tasks - Intro-ukhHF9rtzTE.en.vtt	VTT	378 B
17. ND320 C3 L1 16 Common 3D Imaging Data Tasks - Intro-ukhHF9rtzTE.mp4	MP4	1.43 MB
18. 3D Imaging Tasks Windowing.html	HTML	10.15 KB
18. ND320 C3 L1 16.1 Common 3D Imaging Data Tasks - Windowing-ieW5Lf0EqLw.en.vtt	VTT	1.52 KB
18. ND320 C3 L1 16.1 Common 3D Imaging Data Tasks - Windowing-ieW5Lf0EqLw.mp4	MP4	2.28 MB
19. 3D Imaging Tasks MPR.html	HTML	9.79 KB
19. ND320 C3 L1 16.2 Common 3D Imaging Data Tasks - Multi-Planar Reconstruct-UqS55yUuMUk.en.vtt	VTT	1.84 KB
19. ND320 C3 L1 16.2 Common 3D Imaging Data Tasks - Multi-Planar Reconstruct-UqS55yUuMUk.mp4	MP4	3.75 MB
20. 3D Imaging Tasks 3D Reconstruction.html	HTML	11.41 KB
20. ND320 C3 L1 16.3 Common 3D Imaging Data Tasks - 3d Reconstruct-_pjKdwndpZ8.en.vtt	VTT	3.02 KB
20. ND320 C3 L1 16.3 Common 3D Imaging Data Tasks - 3d Reconstruct-_pjKdwndpZ8.mp4	MP4	10.09 MB
21. 3D Imaging Tasks Registration.html	HTML	10.3 KB
21. ND320 C3 L1 16.4 Common 3D Imaging Data Tasks - Registration-OexOaHsHkwA.en.vtt	VTT	2.92 KB
21. ND320 C3 L1 16.4 Common 3D Imaging Data Tasks - Registration-OexOaHsHkwA.mp4	MP4	4.05 MB
21. ND320 C3 L1 16.5 Common 3D Imaging Data Tasks - Outro-yvLRj8vd9ms.en.vtt	VTT	1.07 KB
21. ND320 C3 L1 16.5 Common 3D Imaging Data Tasks - Outro-yvLRj8vd9ms.mp4	MP4	2.24 MB
22. Exercise 3 Volumetric Rendering.html	HTML	9.17 KB
22. ND320 C3 L1 17 Exercise Intro-oqsqRDqbJh4.en.vtt	VTT	586 B
22. ND320 C3 L1 17 Exercise Intro-oqsqRDqbJh4.mp4	MP4	519.46 KB
23. Exercise 3 Solution.html	HTML	8.77 KB
23. ND320 C3 L1 18 Exercise - Volumetric Rendering Solution Walkthrough-OapVS7XeJwo.en.vtt	VTT	13.81 KB
23. ND320 C3 L1 18 Exercise - Volumetric Rendering Solution Walkthrough-OapVS7XeJwo.mp4	MP4	23.34 MB
24. 3D Imaging Tasks Summary.html	HTML	11.56 KB
25. Lesson Summary.html	HTML	10.4 KB
25. ND320 C3 L1 19 Lesson Outro-LfswIFRepUU.en.vtt	VTT	1.55 KB
25. ND320 C3 L1 19 Lesson Outro-LfswIFRepUU.mp4	MP4	9.38 MB
img.zip	ZIP	2.47 MB
index.html	HTML	6.37 KB

Part 03-Module 01-Lesson 03_3D Imaging Exploratory Data Analysis

01. Introduction.html	HTML	9.19 KB
01. ND320 C3 L2 01 Welcome To The Lesson _ Overview-YgCkbjnoxzw.en.vtt	VTT	1.21 KB
01. ND320 C3 L2 01 Welcome To The Lesson _ Overview-YgCkbjnoxzw.mp4	MP4	7.32 MB
02. ND320 C3 L2 02 DICOM Basics-CEA1nxifMes.en.vtt	VTT	5.41 KB
02. ND320 C3 L2 02 DICOM Basics-CEA1nxifMes.mp4	MP4	12.87 MB
02. The DICOM Standard.html	HTML	12.63 KB
03. Anatomy of DICOM Datasets.html	HTML	12.59 KB
03. ND320 C3 L2 03 Anatomy Of DICOM File-F1wMgUxwPbE.en.vtt	VTT	22.52 KB
03. ND320 C3 L2 03 Anatomy Of DICOM File-F1wMgUxwPbE.mp4	MP4	61.45 MB
04. ND320 C3 L2 04 Anatomy Of NIFTI File-j70WDviBTaw.en.vtt	VTT	4.8 KB
04. ND320 C3 L2 04 Anatomy Of NIFTI File-j70WDviBTaw.mp4	MP4	8.68 MB
04. NIFTI File Format.html	HTML	10.72 KB
05. ND320 C3 L2 05 Viewing Images Pt 1-r3KFUtWvVco.en.vtt	VTT	2.57 KB
05. ND320 C3 L2 05 Viewing Images Pt 1-r3KFUtWvVco.mp4	MP4	7.43 MB
05. ND320 C3 L2 05.1 Viewing Images Pt 2-vzHwJztSyt8.en.vtt	VTT	5.2 KB
05. ND320 C3 L2 05.1 Viewing Images Pt 2-vzHwJztSyt8.mp4	MP4	11.03 MB
05. Viewing 3D Medical Images.html	HTML	9.12 KB
06. Exercise 1 Load Image.html	HTML	11.05 KB
07. Important Parameters of 3D Medical Images.html	HTML	13.22 KB
07. ND320 C3 L2 06 Important Parameters Of 3D Medical Images--16DOQebcfY.en.vtt	VTT	9.28 KB
07. ND320 C3 L2 06 Important Parameters Of 3D Medical Images--16DOQebcfY.mp4	MP4	15.91 MB
08. Basic DICOM Volume EDA.html	HTML	13.01 KB
08. ND320 C3 L2 07 Basic DICOM Volume EDA-WArVyluv3kM.en.vtt	VTT	21.72 KB
08. ND320 C3 L2 07 Basic DICOM Volume EDA-WArVyluv3kM.mp4	MP4	46.1 MB
09. Exercise 2 3D Volume MPR.html	HTML	8.5 KB
10. Basic 3D DICOM Dataset EDA.html	HTML	10.53 KB
10. ND320 C3 L2 08 Volume Dataset EDA-U9Up7KUeNuw.en.vtt	VTT	22.63 KB
10. ND320 C3 L2 08 Volume Dataset EDA-U9Up7KUeNuw.mp4	MP4	41.42 MB
11. Exercise 3 3D Dataset EDA and Curation.html	HTML	7.93 KB
12. Lesson Summary.html	HTML	11.96 KB
12. ND320 C3 L2 09 Summary Of The 3D Imaging EDA Lesson-6jhBwYM--Fc.en.vtt	VTT	2.09 KB
12. ND320 C3 L2 09 Summary Of The 3D Imaging EDA Lesson-6jhBwYM--Fc.mp4	MP4	11.61 MB
img.zip	ZIP	307.72 KB
index.html	HTML	5.11 KB

Part 03-Module 01-Lesson 04_3D Medical Imaging - End-to-End Deep Learning Applications

01. Introduction.html	HTML	10.93 KB
01. ND320 C3 L3 01 Welcome To The Lesson _ Overview-EKyT8xP5lqc.en.vtt	VTT	3.03 KB
01. ND320 C3 L3 01 Welcome To The Lesson _ Overview-EKyT8xP5lqc.mp4	MP4	12.8 MB
02. Classification.html	HTML	11.47 KB
02. ND320 C3 L3 02 Classification And Object Detection Problems-M59z9er-w_E.en.vtt	VTT	6.02 KB
02. ND320 C3 L3 02 Classification And Object Detection Problems-M59z9er-w_E.mp4	MP4	9.94 MB
03. Methods for Feature Extraction.html	HTML	10.83 KB
03. ND320 C3 L3 03 Methods For Feature Extraction-bqrpWKXTps8.en.vtt	VTT	9.12 KB
03. ND320 C3 L3 03 Methods For Feature Extraction-bqrpWKXTps8.mp4	MP4	12.61 MB
04. Exercise 1 Fun with Convolutions.html	HTML	9.68 KB
04. ND320 C3 L3 03.1 Exercise- Convolutions-EigHNL2UkGQ.en.vtt	VTT	16.25 KB
04. ND320 C3 L3 03.1 Exercise- Convolutions-EigHNL2UkGQ.mp4	MP4	36.11 MB
05. Classification Summary.html	HTML	9.56 KB
06. ND320 C3 L3 05 Segmentation Problems--pLpFynZiiGk.en.vtt	VTT	6.78 KB
06. ND320 C3 L3 05 Segmentation Problems--pLpFynZiiGk.mp4	MP4	16.93 MB
06. Segmentation.html	HTML	8.71 KB
07. ND320 C3 L3 06 Segmentation Methods-dKXvycB7d7k.en.vtt	VTT	3.49 KB
07. ND320 C3 L3 06 Segmentation Methods-dKXvycB7d7k.mp4	MP4	9.71 MB
07. Segmentation Methods.html	HTML	9.43 KB
08. Exercise 2 Segmentation Hands On.html	HTML	11.21 KB
09. Creating Ground Truth For Segmentation.html	HTML	9.54 KB
09. ND320 C3 L3 07 Creating Ground Truth For Segmentation-bRaBYLk0dpQ.en.vtt	VTT	5.91 KB
09. ND320 C3 L3 07 Creating Ground Truth For Segmentation-bRaBYLk0dpQ.mp4	MP4	24.23 MB
10. Evaluating Performance as Data Scientist.html	HTML	9.55 KB
10. ND320 C3 L3 08 Performance Evaluation - Data Scientist Perspective-5IaZNkLiGKY.en.vtt	VTT	11.99 KB
10. ND320 C3 L3 08 Performance Evaluation - Data Scientist Perspective-5IaZNkLiGKY.mp4	MP4	14.33 MB
11. Evaluating Performance as a Clinician.html	HTML	9.83 KB
11. ND320 C3 L3 09 Performance Evaluation-18c8fjD-EBQ.en.vtt	VTT	6.44 KB
11. ND320 C3 L3 09 Performance Evaluation-18c8fjD-EBQ.mp4	MP4	15.03 MB
12. Exercise 3 Measuring Performance.html	HTML	9.7 KB
13. Lesson Summary and Looking Beyond.html	HTML	15.53 KB
13. ND320 C3 L3 10 Summary-rOizCQRtcNk.en.vtt	VTT	3.24 KB
13. ND320 C3 L3 10 Summary-rOizCQRtcNk.mp4	MP4	10 MB
img.zip	ZIP	309.13 KB
index.html	HTML	5.36 KB

Part 03-Module 01-Lesson 05_Deploying AI Algorithms in Real World Scenarios

01. Introduction.html	HTML	10.15 KB
01. ND320 C3 L4 01 Welcome To The Lesson _ Overview-1Rd11bAqJGM.en.vtt	VTT	4.33 KB
01. ND320 C3 L4 01 Welcome To The Lesson _ Overview-1Rd11bAqJGM.mp4	MP4	14.8 MB
02. DICOM Networking Introduction.html	HTML	9.68 KB
02. ND320 C3 L4 02 Clinical Networks And Integration Points (DICOM)-m3gYHR9WXwI.en.vtt	VTT	3.74 KB
02. ND320 C3 L4 02 Clinical Networks And Integration Points (DICOM)-m3gYHR9WXwI.mp4	MP4	11.24 MB
03. DICOM Networking Services.html	HTML	9.85 KB
03. ND320 C3 L4 03 Clinical Networks And Integration Points (DISME)-45hRHj8n6KU.en.vtt	VTT	12.46 KB
03. ND320 C3 L4 03 Clinical Networks And Integration Points (DISME)-45hRHj8n6KU.mp4	MP4	36.25 MB
04. Clinical Networks.html	HTML	10.77 KB
04. ND320 C3 L4 04 Clinical Networks And Integration Points (Clinical Systems)-nRLaW3vrNHs.en.vtt	VTT	9.13 KB
04. ND320 C3 L4 04 Clinical Networks And Integration Points (Clinical Systems)-nRLaW3vrNHs.mp4	MP4	17.6 MB
04. ND320 C3 L4 05 Clinical Networks And Integration Points (AI Integration)-dm8Ip8u7wfg.en.vtt	VTT	5.85 KB
04. ND320 C3 L4 05 Clinical Networks And Integration Points (AI Integration)-dm8Ip8u7wfg.mp4	MP4	12.12 MB
05. ND320 C3 L4 06 Requirements For Integration Of AI Algo-_nQP7fu5QPU.en.vtt	VTT	7.11 KB
05. ND320 C3 L4 06 Requirements For Integration Of AI Algo-_nQP7fu5QPU.mp4	MP4	32.38 MB
05. Requirements for Integration.html	HTML	11.51 KB
06. Clinical Network Architecture Summary.html	HTML	10.14 KB
07. ND320 C3 L4 07 Why Tools--DJdgSOAzv5Y.en.vtt	VTT	870 B
07. ND320 C3 L4 07 Why Tools--DJdgSOAzv5Y.mp4	MP4	3.53 MB
07. Tools of the Trade - Intro.html	HTML	7.97 KB
08. ND320 C3 L4 09 Scripting-l5PizNCrQkM.en.vtt	VTT	10.5 KB
08. ND320 C3 L4 09 Scripting-l5PizNCrQkM.mp4	MP4	34.79 MB
08. Tools of the Trade - Scripting.html	HTML	10.31 KB
09. Exercise 1 Scripting for DICOM Networks.html	HTML	9.84 KB
10. ND320 C3 L4 08 Radiologist_S Tools-xHoV0MZlGHw.en.vtt	VTT	8.94 KB
10. ND320 C3 L4 08 Radiologist_S Tools-xHoV0MZlGHw.mp4	MP4	30.3 MB
10. Tools of the Trade - A Radiologists in Action.html	HTML	10.66 KB
11. ND320 C3 L4 10 Viewing - Web-zyALJQ7hNjI.en.vtt	VTT	4.17 KB
11. ND320 C3 L4 10 Viewing - Web-zyALJQ7hNjI.mp4	MP4	17.57 MB
11. Tools of the Trade - Viewers - OHIF.html	HTML	9.28 KB
12. ND320 C3 L4 11 Viewing - Slicer-5tPt6OMnL10.en.vtt	VTT	15.71 KB
12. ND320 C3 L4 11 Viewing - Slicer-5tPt6OMnL10.mp4	MP4	32.86 MB
12. Tools of the Trade - Viewers - 3D Slicer.html	HTML	12.14 KB
13. Exercise 2 Creating Ground Truth with Slicer.html	HTML	9.65 KB
14. ND320 C3 L4 12 Tools Summary-WkfjFuo_9cg.en.vtt	VTT	1.51 KB
14. ND320 C3 L4 12 Tools Summary-WkfjFuo_9cg.mp4	MP4	4.49 MB
14. Tools of the Trade Summary.html	HTML	9.44 KB
15. ND320 C3 L4 13 FDA _ Medical Device Leg-1CoxFsUnl7A.en.vtt	VTT	8.74 KB
15. ND320 C3 L4 13 FDA _ Medical Device Leg-1CoxFsUnl7A.mp4	MP4	26.02 MB
15. Regulatory Landscape Medical Devices.html	HTML	13.03 KB
16. ND320 C3 L4 14 FDA _ Medical Device Regulation (Process)-ECHmaWx4seo.en.vtt	VTT	8.97 KB
16. ND320 C3 L4 14 FDA _ Medical Device Regulation (Process)-ECHmaWx4seo.mp4	MP4	29.65 MB
16. Regulatory Landscape FDA Process.html	HTML	11.5 KB
17. ND320 C3 L4 15 HIPAA, Privacy, And Anonymization-GPf-yATW5is.en.vtt	VTT	7.21 KB
17. ND320 C3 L4 15 HIPAA, Privacy, And Anonymization-GPf-yATW5is.mp4	MP4	37.61 MB
17. Regulatory landscape HIPAA, Anonymization.html	HTML	13.82 KB
18. Exercise 3 Anonymization.html	HTML	9.78 KB
19. Lesson Summary.html	HTML	13.85 KB
19. ND320 C3 L4 16 Summary Of The In The Wild Lesson-bjliG3k1NuM.en.vtt	VTT	1.16 KB
19. ND320 C3 L4 16 Summary Of The In The Wild Lesson-bjliG3k1NuM.mp4	MP4	1.43 MB
20. ND320 C3 Course Outro-YBhLaprdvmc.en.vtt	VTT	863 B
20. ND320 C3 Course Outro-YBhLaprdvmc.mp4	MP4	3.38 MB
20. The End and Final Project.html	HTML	7.47 KB
img.zip	ZIP	211.21 KB
index.html	HTML	6.1 KB

Part 03-Module 01-Lesson 06_Hippocampal Volume Quantification in Alzheimer_s Progression

01. Project Overview.html	HTML	18.03 KB
02. Section 1 Curating a Dataset of Brain MRIs.html	HTML	9.35 KB
03. Workspace for Section 1.html	HTML	7.44 KB
04. Section 2 Training a Segmentation CNN.html	HTML	13.07 KB
05. Workspace for Section 2.html	HTML	7.45 KB
06. Section 3 Integrating into a Clinical Network.html	HTML	18.77 KB
07. Workspace for Section 3.html	HTML	7.42 KB
08. Closing Remarks.html	HTML	13.01 KB
Project Description - Hippocampal Volume Quantification in Alzheimer_s Progression.html	HTML	8.92 KB
Project Rubric - Hippocampal Volume Quantification in Alzheimer_s Progression.html	HTML	12.79 KB
img.zip	ZIP	1.54 MB
index.html	HTML	5.32 KB

Part 04-Module 01-Lesson 01_Applying AI to EHR Data Introduction

01. Introduction to AI and EHR.html	HTML	8.58 KB
01. ND320 AIHCND C01 L00 A01 Introduction To AI And EHR V2-YKrdjcbsftc.en.vtt	VTT	6.27 KB
01. ND320 AIHCND C01 L00 A01 Introduction To AI And EHR V2-YKrdjcbsftc.mp4	MP4	9.28 MB
02. Historical Context of AI in EHR.html	HTML	10.06 KB
02. ND320 AIHCND C01 L00 A02 What Is The Historical Content For EHR Data- V2-fZ0J_lTsEwU.en.vtt	VTT	2.58 KB
02. ND320 AIHCND C01 L00 A02 What Is The Historical Content For EHR Data- V2-fZ0J_lTsEwU.mp4	MP4	5.45 MB
03. Landscape of EHR Data.html	HTML	16.24 KB
03. ND320 AIHCND C01 L00 A03 Landscape For EHR Data V2-UOoHQsO-7ww.en.vtt	VTT	6.18 KB
03. ND320 AIHCND C01 L00 A03 Landscape For EHR Data V2-UOoHQsO-7ww.mp4	MP4	11.19 MB
04. AI and EHR Course Preview.html	HTML	12.76 KB
04. ND320 AIHCND C01 L00 A04 What Are The Sub-Topics That Lessons Are Organized Around- V2-BUMBZebewFY.en.vtt	VTT	5.26 KB
04. ND320 AIHCND C01 L00 A04 What Are The Sub-Topics That Lessons Are Organized Around- V2-BUMBZebewFY.mp4	MP4	13.63 MB
05. ND320 AIHCND C01 L00 A05 What Are The Relevant Tools That Students Will Use--iyuIS7ZtFs8.en.vtt	VTT	2.58 KB
05. ND320 AIHCND C01 L00 A05 What Are The Relevant Tools That Students Will Use--iyuIS7ZtFs8.mp4	MP4	4.03 MB
05. Relevant Tools for AI and EHR.html	HTML	10.72 KB
06. Course Project Preview.html	HTML	6.29 KB
06. ND320 AIHCND C01 L00 A06 Project Introduction-qRlB7WtRV5Q.en.vtt	VTT	2.22 KB
06. ND320 AIHCND C01 L00 A06 Project Introduction-qRlB7WtRV5Q.mp4	MP4	3.19 MB
07. Course Introduction Wrap-up.html	HTML	6.79 KB
07. ND320 AIHCND C01 L00 A07 Lesson Recap V2-FjdSkbu7kz4.en.vtt	VTT	1.11 KB
07. ND320 AIHCND C01 L00 A07 Lesson Recap V2-FjdSkbu7kz4.mp4	MP4	5.78 MB
img.zip	ZIP	610.71 KB
index.html	HTML	4.71 KB

Part 04-Module 01-Lesson 02_EHR Data Security and Analysis

01. EHR Data Security and Analysis Overview.html	HTML	8.4 KB
01. ND320 AIHCND C01 L01 A01 Data Security Overview V2-7K2DAQamdtA.en.vtt	VTT	1.7 KB
01. ND320 AIHCND C01 L01 A01 Data Security Overview V2-7K2DAQamdtA.mp4	MP4	3.2 MB
02. Importance of Data Privacy and Security.html	HTML	13.65 KB
02. ND320 AIHCND C01 L01 A02 Importance Of Data Privacy And Security V2-I1eU3V6u6XU.en.vtt	VTT	9.81 KB
02. ND320 AIHCND C01 L01 A02 Importance Of Data Privacy And Security V2-I1eU3V6u6XU.mp4	MP4	12.58 MB
03. Key Healthcare Data Security and Privacy Standards.html	HTML	15.76 KB
03. ND320 AIHCND C01 L01 A03 Key Healthcare Data Security And Privacy Standards And Terminology V2-iIYv5hhBE2o.en.vtt	VTT	7.29 KB
03. ND320 AIHCND C01 L01 A03 Key Healthcare Data Security And Privacy Standards And Terminology V2-iIYv5hhBE2o.mp4	MP4	8.29 MB
04. ND320 AIHCND C01 L01 A04 Storing And Accessing PHI Data-0-8HxpQYkGA.en.vtt	VTT	4.29 KB
04. ND320 AIHCND C01 L01 A04 Storing And Accessing PHI Data-0-8HxpQYkGA.mp4	MP4	4.56 MB
04. Storing and Accessing PHI Data.html	HTML	10.93 KB
05. ND320 AIHCND C01 L01 A05 PII Video Solution V2-qWIjLp7Vj8U.en.vtt	VTT	1.38 KB
05. ND320 AIHCND C01 L01 A05 PII Video Solution V2-qWIjLp7Vj8U.mp4	MP4	1.96 MB
05. PII Data Solution.html	HTML	7.18 KB
06. Importance of EDA.html	HTML	12.51 KB
06. ND320 AIHCND C01 L01 A06 Importance Of EDA V2-QFFYldALaCI.en.vtt	VTT	4.64 KB
06. ND320 AIHCND C01 L01 A06 Importance Of EDA V2-QFFYldALaCI.mp4	MP4	5.01 MB
07. Dataset Schema Analysis.html	HTML	19.59 KB
07. ND320 AIHCND C01 L01 A07 Dataset Schema Analysis-hksgY-J4lWM.en.vtt	VTT	3.92 KB
07. ND320 AIHCND C01 L01 A07 Dataset Schema Analysis-hksgY-J4lWM.mp4	MP4	8.43 MB
08. ND320 AIHCND C01 L01 A08 Value Distributions-qs_YRednOEY.en.vtt	VTT	3.86 KB
08. ND320 AIHCND C01 L01 A08 Value Distributions-qs_YRednOEY.mp4	MP4	4.79 MB
08. Value Distributions.html	HTML	10.34 KB
09. Missing Values and Outliers.html	HTML	13.86 KB
09. ND320 AIHCND C01 L01 A09 Analyzing Dataset For Missing Values And Imputing Methods-buYLp8uczcI.en.vtt	VTT	5.39 KB
09. ND320 AIHCND C01 L01 A09 Analyzing Dataset For Missing Values And Imputing Methods-buYLp8uczcI.mp4	MP4	5.99 MB
10. Analyzing Dataset for High Cardinality.html	HTML	10.7 KB
10. ND320 AIHCND C01 L01 A10 Analyzing Dataset For High Cardinality-g2wPikiYyuM.en.vtt	VTT	2.7 KB
10. ND320 AIHCND C01 L01 A10 Analyzing Dataset For High Cardinality-g2wPikiYyuM.mp4	MP4	4.01 MB
11. Analyze Dataset - Exercise.html	HTML	7.64 KB
12. Analyze Dataset - Solution.html	HTML	8.15 KB
12. ND320 AIHCND C01 L01 A11 EDA Exercise-Nwlb9H2pDEs.en.vtt	VTT	5.8 KB
12. ND320 AIHCND C01 L01 A11 EDA Exercise-Nwlb9H2pDEs.mp4	MP4	9.69 MB
13. Demographic Analysis.html	HTML	10.88 KB
13. ND320 AIHCND C01 L01 A12 Demographic Analysis-FySSiOWg2UA.en.vtt	VTT	3.55 KB
13. ND320 AIHCND C01 L01 A12 Demographic Analysis-FySSiOWg2UA.mp4	MP4	4.13 MB
14. Compare Demographics - Exercise.html	HTML	7.66 KB
15. Compare Demographics - Solution.html	HTML	8.08 KB
15. ND320 AIHCND C01 L01 A13 Topic 5 Solution Demographic Analysis-UKJERWto6hQ.en.vtt	VTT	2.66 KB
15. ND320 AIHCND C01 L01 A13 Topic 5 Solution Demographic Analysis-UKJERWto6hQ.mp4	MP4	4.43 MB
16. Lesson Recap.html	HTML	12.5 KB
16. ND320 AIHCND C01 L01 A14 Lesson Recap V2-iouq2l-BUkY.en.vtt	VTT	2.09 KB
16. ND320 AIHCND C01 L01 A14 Lesson Recap V2-iouq2l-BUkY.mp4	MP4	2.63 MB
img.zip	ZIP	202.32 KB
index.html	HTML	5.57 KB

Part 04-Module 01-Lesson 03_EHR Code Sets

01. EHR Code Sets Overview.html	HTML	8.61 KB
01. ND320 AIHCND C01 L02 A01 Lesson Introduction V2-SujygiJByj8.en.vtt	VTT	3.16 KB
01. ND320 AIHCND C01 L02 A01 Lesson Introduction V2-SujygiJByj8.mp4	MP4	4.54 MB
02. Codes Sets Background.html	HTML	12.16 KB
02. ND320 AIHCND C01 L02 A02 Codes Sets Background-AK40FT6k0tU.en.vtt	VTT	3.31 KB
02. ND320 AIHCND C01 L02 A02 Codes Sets Background-AK40FT6k0tU.mp4	MP4	3.55 MB
03. Diagnosis Codes Part 1.html	HTML	13.54 KB
03. ND320 AIHCND C01 L02 A03 Diagnosis Codes Part 1-utTEMMukXfo.en.vtt	VTT	4.73 KB
03. ND320 AIHCND C01 L02 A03 Diagnosis Codes Part 1-utTEMMukXfo.mp4	MP4	5.21 MB
04. Diagnosis Codes Part 2.html	HTML	15.22 KB
04. ND320 AIHCND C01 L02 A04 Diagnosis Codes Part 2-5msiZGehPQQ.en.vtt	VTT	4.64 KB
04. ND320 AIHCND C01 L02 A04 Diagnosis Codes Part 2-5msiZGehPQQ.mp4	MP4	8.01 MB
05. Grouping codes Walkthrough.html	HTML	11.06 KB
05. ND320 AIHCND C01 L02 A05 Grouping Codes-5u7O2sxM3X8.en.vtt	VTT	2.75 KB
05. ND320 AIHCND C01 L02 A05 Grouping Codes-5u7O2sxM3X8.mp4	MP4	4 MB
06. Diagnosis Code Grouping Exercise.html	HTML	7.49 KB
07. Diagnosis Code Grouping Solution.html	HTML	7.9 KB
07. ND320 AIHCND C01 L02 A06 Exercise 1 Diagnosis Code Grouping-IbfM3RASER0.en.vtt	VTT	4.28 KB
07. ND320 AIHCND C01 L02 A06 Exercise 1 Diagnosis Code Grouping-IbfM3RASER0.mp4	MP4	9.21 MB
08. ND320 AIHCND C01 L02 A07 Prodedure Codes-g5pWanBrvSc.en.vtt	VTT	6.5 KB
08. ND320 AIHCND C01 L02 A07 Prodedure Codes-g5pWanBrvSc.mp4	MP4	8.19 MB
08. Procedure Codes.html	HTML	25.35 KB
09. Procedure Code Grouping Exercise.html	HTML	7.49 KB
10. ND320 AIHCND C01 L02 A08 Exercise 2 Procedure Code Grouping-jwuZhZjqQj4.en.vtt	VTT	3.71 KB
10. ND320 AIHCND C01 L02 A08 Exercise 2 Procedure Code Grouping-jwuZhZjqQj4.mp4	MP4	7.96 MB
10. Procedure Code Grouping Solution.html	HTML	7.91 KB
11. Medication Codes.html	HTML	17.6 KB
11. ND320 AIHCND C01 L02 A09 Medication Codes V2-3EWuX8eCVEs.en.vtt	VTT	7.03 KB
11. ND320 AIHCND C01 L02 A09 Medication Codes V2-3EWuX8eCVEs.mp4	MP4	8.1 MB
12. GroupingCategorizing Systems.html	HTML	20.15 KB
12. ND320 AIHCND C01 L02 A10 Utilizing Grouping Categorizing Systems V2-UmRyFJ8DdQo.en.vtt	VTT	4.77 KB
12. ND320 AIHCND C01 L02 A10 Utilizing Grouping Categorizing Systems V2-UmRyFJ8DdQo.mp4	MP4	6.12 MB
13. Group or Categorize Procedures Exercise.html	HTML	7.51 KB
14. Group or Categorize Procedures Solution.html	HTML	7.98 KB
14. ND320 AIHCND C01 L02 A11 Exercise 3 Solution Group Or Categorize Procedures-alz1umgZ0_M.en.vtt	VTT	2.08 KB
14. ND320 AIHCND C01 L02 A11 Exercise 3 Solution Group Or Categorize Procedures-alz1umgZ0_M.mp4	MP4	4.2 MB
15. EHR Code Sets Recap.html	HTML	13.12 KB
15. ND320 AIHCND C01 L02 A12 Lesson Overview V2--daJb_X1LDk.en.vtt	VTT	2.11 KB
15. ND320 AIHCND C01 L02 A12 Lesson Overview V2--daJb_X1LDk.mp4	MP4	3.36 MB
img.zip	ZIP	649.55 KB
index.html	HTML	5.39 KB

Part 04-Module 01-Lesson 04_EHR Transformations _ Feature Engineering

01. EHR Transformations _ Feature Engineering Overview.html	HTML	9.71 KB
01. ND320 AIHCND C01 L03 A01 Lesson Overview V2-EW-4zem6IUY.en.vtt	VTT	1.53 KB
01. ND320 AIHCND C01 L03 A01 Lesson Overview V2-EW-4zem6IUY.mp4	MP4	2.07 MB
02. EHR Dataset Levels.html	HTML	24.77 KB
02. ND320 AIHCND C01 L03 A02 EHR Dataset Levels-7LMBCNn_3l0.en.vtt	VTT	7.17 KB
02. ND320 AIHCND C01 L03 A02 EHR Dataset Levels-7LMBCNn_3l0.mp4	MP4	8.32 MB
03. Encounter Representation.html	HTML	11.44 KB
03. ND320 AIHCND C01 L03 A03 Encounter Representation V2-sX_vtuLykGw.en.vtt	VTT	6.23 KB
03. ND320 AIHCND C01 L03 A03 Encounter Representation V2-sX_vtuLykGw.mp4	MP4	13.8 MB
04. Longitudinal Representation.html	HTML	17.1 KB
04. ND320 AIHCND C01 L03 A04 Longitudinal Representation-2yzNq6BQk4w.en.vtt	VTT	5.76 KB
04. ND320 AIHCND C01 L03 A04 Longitudinal Representation-2yzNq6BQk4w.mp4	MP4	6.19 MB
05. How to Convert to Longitudinal Level.html	HTML	9.98 KB
05. ND320 AIHCND C01 L03 A05 Convert Longitudinal V2-5pZsu0pSrXw.en.vtt	VTT	2.79 KB
05. ND320 AIHCND C01 L03 A05 Convert Longitudinal V2-5pZsu0pSrXw.mp4	MP4	6 MB
06. Select Last Encounter Exercise.html	HTML	8.26 KB
07. ND320 AIHCND C01 L03 A06 Longitudinal Representation Solution-Xmg0lCaQMD4.en.vtt	VTT	4.32 KB
07. ND320 AIHCND C01 L03 A06 Longitudinal Representation Solution-Xmg0lCaQMD4.mp4	MP4	9.15 MB
07. Select Last Encounter Solution.html	HTML	8.71 KB
08. Dataset Splitting Without Data Leakage.html	HTML	16.06 KB
08. ND320 AIHCND C01 L03 A07 Dataset Splitting Without Data Leakage-QuxCwVxMA8s.en.vtt	VTT	3.79 KB
08. ND320 AIHCND C01 L03 A07 Dataset Splitting Without Data Leakage-QuxCwVxMA8s.mp4	MP4	3.91 MB
09. How to Split Dataset at Patient Level.html	HTML	8.91 KB
09. ND320 AIHCND C01 L03 A08 How To Split Dataset Without Data Leakage-PRrmAYz7sRU.en.vtt	VTT	3.05 KB
09. ND320 AIHCND C01 L03 A08 How To Split Dataset Without Data Leakage-PRrmAYz7sRU.mp4	MP4	6.15 MB
10. Data Splitting Exercise.html	HTML	8.24 KB
11. Data Splitting Solution.html	HTML	8.73 KB
11. ND320 AIHCND C01 L03 A09 Dataset Splitting Without Data Leakage Quiz Solution-rQW214mrZMM.en.vtt	VTT	1.51 KB
11. ND320 AIHCND C01 L03 A09 Dataset Splitting Without Data Leakage Quiz Solution-rQW214mrZMM.mp4	MP4	3.38 MB
12. ETL with TensorFlow Dataset API.html	HTML	10.22 KB
12. ND320 AIHCND C01 L03 A10 ETL With Tensorflow Dataset API-zoEkxDWEd8Y.en.vtt	VTT	4.18 KB
12. ND320 AIHCND C01 L03 A10 ETL With Tensorflow Dataset API-zoEkxDWEd8Y.mp4	MP4	7.8 MB
13. ND320 AIHCND C01 L03 A11 Transform Preprocess Numerical Features With Feature Column API-OYOViyAohDg.en.vtt	VTT	5.61 KB
13. ND320 AIHCND C01 L03 A11 Transform Preprocess Numerical Features With Feature Column API-OYOViyAohDg.mp4	MP4	8.64 MB
13. Numerical Features _ Feature Column API.html	HTML	14.08 KB
14. Numerical Feature Column API Exercise.html	HTML	8.28 KB
15. ND320 AIHCND C01 L03 A12 Numerical Features Exercise Solution-hk0VHAEZdA4.en.vtt	VTT	3.59 KB
15. ND320 AIHCND C01 L03 A12 Numerical Features Exercise Solution-hk0VHAEZdA4.mp4	MP4	8.04 MB
15. Numerical Features Solution.html	HTML	8.71 KB
16. Categorical Features _ Feature Column API.html	HTML	12.93 KB
16. ND320 AIHCND C01 L03 A13 Transform Preprocess Categorical Features With Feature Column API-ymL-vyz-RoU.en.vtt	VTT	5.25 KB
16. ND320 AIHCND C01 L03 A13 Transform Preprocess Categorical Features With Feature Column API-ymL-vyz-RoU.mp4	MP4	10.47 MB
17. Categorical Features Exercise.html	HTML	8.28 KB
18. Categorical Features with Feature Column API Solution.html	HTML	9.07 KB
18. ND320 AIHCND C01 L03 A14 Categorical Features With Feature Column API Exercise Solution-V6u7dPTsxYI.en.vtt	VTT	2.51 KB
18. ND320 AIHCND C01 L03 A14 Categorical Features With Feature Column API Exercise Solution-V6u7dPTsxYI.mp4	MP4	6.29 MB
19. ND320 AIHCND C01 L03 A16 Lesson Overview-Yi5teA3-VwQ.en.vtt	VTT	1.85 KB
19. ND320 AIHCND C01 L03 A16 Lesson Overview-Yi5teA3-VwQ.mp4	MP4	2.93 MB
19. Transformations and Feature Engineering Recap.html	HTML	10.36 KB
img.zip	ZIP	432.74 KB
index.html	HTML	6.13 KB

Part 04-Module 01-Lesson 05_Building, Evaluating and Interpreting Models

01. Building, Evaluating _ Interpreting Models Overview.html	HTML	10.06 KB
01. ND320 AIHCND C01 L04 A01 Building Models Overview V2-_UrS2i6hpHI.en.vtt	VTT	2.4 KB
01. ND320 AIHCND C01 L04 A01 Building Models Overview V2-_UrS2i6hpHI.mp4	MP4	4.57 MB
02. ND320 AIHCND C01 L04 A02 Build A Tensorflow Regression Model With DenseFeatures-zIttH5pj5hs.en.vtt	VTT	3.75 KB
02. ND320 AIHCND C01 L04 A02 Build A Tensorflow Regression Model With DenseFeatures-zIttH5pj5hs.mp4	MP4	3.96 MB
02. Tensorflow Regression Model with DenseFeatures.html	HTML	13.08 KB
03. ND320 AIHCND C01 L04 A03 Build A Tensorflow Regression Model With DenseFeatures-UEo52_lMjKk.en.vtt	VTT	7.02 KB
03. ND320 AIHCND C01 L04 A03 Build A Tensorflow Regression Model With DenseFeatures-UEo52_lMjKk.mp4	MP4	13.47 MB
03. TF DenseFeatures Walkthrough.html	HTML	11.51 KB
04. Common EHR Model Evaluation Metrics.html	HTML	18.81 KB
04. ND320 AIHCND C01 L04 A04 Common EHR Model Evaluation Metrics-UkXmlSQHUvU.en.vtt	VTT	2.96 KB
04. ND320 AIHCND C01 L04 A04 Common EHR Model Evaluation Metrics-UkXmlSQHUvU.mp4	MP4	3.19 MB
05. Common EHR Model Evaluation Metrics Exercise.html	HTML	8.07 KB
06. Common EHR Model Evaluation Metrics Solution.html	HTML	8.71 KB
06. ND320 AIHCND C01 L04 A05 Common EHR Model Evaluation Metrics Solution-vzpjojmD7F0.en.vtt	VTT	7.63 KB
06. ND320 AIHCND C01 L04 A05 Common EHR Model Evaluation Metrics Solution-vzpjojmD7F0.mp4	MP4	15.61 MB
07. Demographic Bias Analysis.html	HTML	12 KB
07. ND320 AIHCND C01 L04 A06 Demographic Bias Analysis-xrELV6dnWuA.en.vtt	VTT	3.55 KB
07. ND320 AIHCND C01 L04 A06 Demographic Bias Analysis-xrELV6dnWuA.mp4	MP4	4.26 MB
08. Demographic Bias Analysis Walkthrough.html	HTML	10.47 KB
08. ND320 AIHCND C01 L04 A07 Demographic Bias Analysis-qafhOMwyd2k.en.vtt	VTT	3.74 KB
08. ND320 AIHCND C01 L04 A07 Demographic Bias Analysis-qafhOMwyd2k.mp4	MP4	5.21 MB
09. Demographic Bias Analysis Exercise.html	HTML	8.03 KB
10. Demographic Bias Analysis Solution.html	HTML	8.63 KB
10. ND320 AIHCND C01 L04 A08 Demographic Bias Analysis Solution-E07jsC2ITrM.en.vtt	VTT	4.6 KB
10. ND320 AIHCND C01 L04 A08 Demographic Bias Analysis Solution-E07jsC2ITrM.mp4	MP4	10.47 MB
11. ND320 AIHCND C01 L04 A09 Uncertainty Estimation-rSpzX6xijQg.en.vtt	VTT	7.33 KB
11. ND320 AIHCND C01 L04 A09 Uncertainty Estimation-rSpzX6xijQg.mp4	MP4	7.9 MB
11. Uncertainty Estimation.html	HTML	12.8 KB
12. ND320 AIHCND C01 L04 A10 Train Uncertainty Estimation Model With TF Probability-8GQktML4aU4.en.vtt	VTT	6.29 KB
12. ND320 AIHCND C01 L04 A10 Train Uncertainty Estimation Model With TF Probability-8GQktML4aU4.mp4	MP4	10.23 MB
12. Train Uncertainty Estimation Model Walkthrough.html	HTML	19.44 KB
13. Uncertainty Estimation Exercise.html	HTML	8.02 KB
14. ND320 AIHCND C01 L04 A11 Uncertainty Estimation Solution-nC2E9LYcVIc.en.vtt	VTT	6.38 KB
14. ND320 AIHCND C01 L04 A11 Uncertainty Estimation Solution-nC2E9LYcVIc.mp4	MP4	13.83 MB
14. Uncertainty Estimation Solution.html	HTML	8.62 KB
15. Model Interpretability with Shapley Values.html	HTML	18.27 KB
15. ND320 AIHCND C01 L04 A12 Model Interpretability With Shapley Values-_FdcZkAGWRk.en.vtt	VTT	9.14 KB
15. ND320 AIHCND C01 L04 A12 Model Interpretability With Shapley Values-_FdcZkAGWRk.mp4	MP4	14.34 MB
16. Building Models Recap.html	HTML	11.42 KB
16. ND320 AIHCND C01 L04 A13 Lesson Overview-Mm0Q8D_F3qc.en.vtt	VTT	1.85 KB
16. ND320 AIHCND C01 L04 A13 Lesson Overview-Mm0Q8D_F3qc.mp4	MP4	3.56 MB
17. AI and EHR Recap.html	HTML	10.19 KB
17. ND320 AIHCND C01 L04 A14 Course Recap V2-OGMn4oFkcHc.en.vtt	VTT	3.51 KB
17. ND320 AIHCND C01 L04 A14 Course Recap V2-OGMn4oFkcHc.mp4	MP4	6.88 MB
img.zip	ZIP	736.61 KB
index.html	HTML	5.94 KB

Part 04-Module 01-Lesson 06_Project Patient Selection for Diabetes Drug Testing

01. ND320 AIHCND C01 L04 A15 Project Introduction-ALPd7Mosxl4.en.vtt	VTT	2.27 KB
01. ND320 AIHCND C01 L04 A15 Project Introduction-ALPd7Mosxl4.mp4	MP4	5.2 MB
01. Patient Selection for Diabetes Drug Testing Project.html	HTML	8.95 KB
02. Project Instructions.html	HTML	13.38 KB
03. Patient Selection for Diabetes Drug Testing Workspace.html	HTML	6.51 KB
Project Description - Patient Selection for Diabetes Drug Testing.html	HTML	7.13 KB
Project Rubric - Patient Selection for Diabetes Drug Testing.html	HTML	12.65 KB
index.html	HTML	4.79 KB

Part 05-Module 01-Lesson 01_Introduction to Wearable Data

01. Introduction.html	HTML	7.47 KB
01. ND320 C4 L0 01 Introduction-wZaRMpLq7H0.en.vtt	VTT	3.18 KB
01. ND320 C4 L0 01 Introduction-wZaRMpLq7H0.mp4	MP4	10.34 MB
02. Course Outline.html	HTML	9.94 KB
02. ND320 C4 L0 02 Why Are Wearable Algorithms Important---DMKkC4l194Y.en.vtt	VTT	3.83 KB
02. ND320 C4 L0 02 Why Are Wearable Algorithms Important---DMKkC4l194Y.mp4	MP4	10.86 MB
03. Apple Heart Study.html	HTML	7.26 KB
03. ND320 C4 L0 03 Apple Heart Study-9Vf5Nvrqb8M.en.vtt	VTT	2.24 KB
03. ND320 C4 L0 03 Apple Heart Study-9Vf5Nvrqb8M.mp4	MP4	4.88 MB
04. Apple Heart Study Interpretation.html	HTML	15.67 KB
04. ND320 C4 L0 04 Apple Heart Study Interpretation-HE5aFTEKwuE.en.vtt	VTT	4.81 KB
04. ND320 C4 L0 04 Apple Heart Study Interpretation-HE5aFTEKwuE.mp4	MP4	7.29 MB
05. Developer Workflow.html	HTML	9.01 KB
06. ND320 C4 L0 05 Recap-weSsOqeV14E.en.vtt	VTT	1.63 KB
06. ND320 C4 L0 05 Recap-weSsOqeV14E.mp4	MP4	1.76 MB
06. Summary.html	HTML	8.44 KB
img.zip	ZIP	162.25 KB
index.html	HTML	4.49 KB

Part 05-Module 01-Lesson 02_Intro to Digital Sampling _ Signal Processing

01. Introduction.html	HTML	9.22 KB
01. ND320 C4 L1 01 Intro To Digital Sampling _ Signal Processing-ptQ7LQlmyVE.mp4	MP4	3.89 MB
02. ND320 C4 L1 02 What Is A Signal--vMk-KIhyCbA.mp4	MP4	8.48 MB
02. Refresher on Signals.html	HTML	10.71 KB
03. ND320 C4 L1 03 Sampling Analog Signals-v1oWGJjWHso.en.vtt	VTT	3.99 KB
03. ND320 C4 L1 03 Sampling Analog Signals-v1oWGJjWHso.mp4	MP4	6.48 MB
03. Sampling Analog Signals.html	HTML	17.35 KB
04. ND320 C4 L1 04 Time-Domain Plotting-GGE6UtMIdGc.en.vtt	VTT	3.02 KB
04. ND320 C4 L1 04 Time-Domain Plotting-GGE6UtMIdGc.mp4	MP4	6.74 MB
04. ND320 C4 L1 05 Zero Crossing-utE-ELSINcw.en.vtt	VTT	2.09 KB
04. ND320 C4 L1 05 Zero Crossing-utE-ELSINcw.mp4	MP4	5.26 MB
04. Plotting Signals In Time-domain.html	HTML	9.29 KB
05. ND320 C4 L1 06 Comparing 2 Plots-MFNXivoCa7Q.en.vtt	VTT	2.89 KB
05. ND320 C4 L1 06 Comparing 2 Plots-MFNXivoCa7Q.mp4	MP4	5.77 MB
05. Time-domain Plotting Continued.html	HTML	11.37 KB
06. Exercise 1 Plotting.html	HTML	8.07 KB
07. Exercise 1 Solution.html	HTML	9.31 KB
07. ND320 C4 L1 07 Plotting Exercise Walkthrough-r8TUTSiA6vQ.en.vtt	VTT	3.56 KB
07. ND320 C4 L1 07 Plotting Exercise Walkthrough-r8TUTSiA6vQ.mp4	MP4	7.31 MB
08. Interpolation.html	HTML	10.82 KB
08. ND320 C4 L1 08 Resampling - Interpolation-RfltUSOwWvE.mp4	MP4	10.52 MB
08. ND320 C4 L1 09 Non-Uniform Sampling--XDlFD5j4Rc.mp4	MP4	7.1 MB
09. Interpolation in Review.html	HTML	10.44 KB
10. Exercise 2 Interpolation.html	HTML	8.08 KB
11. Exercise 2 Solution.html	HTML	8.07 KB
11. ND320 C4 L1 10 Resampling Exercise Solution-O49HkDz-DwQ.mp4	MP4	7.5 MB
12. Fourier Transform.html	HTML	12.1 KB
12. ND320 C4 L1 11 Fourier Transform Intuition-zPLA6IgfQ_4.en.vtt	VTT	3.65 KB
12. ND320 C4 L1 11 Fourier Transform Intuition-zPLA6IgfQ_4.mp4	MP4	9.52 MB
12. ND320 C4 L1 12 Nyquist Frequency-YQdwnRBy6SE.en.vtt	VTT	4.13 KB
12. ND320 C4 L1 12 Nyquist Frequency-YQdwnRBy6SE.mp4	MP4	8.76 MB
13. Fourier Transform In Practice.html	HTML	12.11 KB
13. ND320 C4 L1 13 Fourier Transform In Practice-3IWA8tMxxTA.en.vtt	VTT	6.28 KB
13. ND320 C4 L1 13 Fourier Transform In Practice-3IWA8tMxxTA.mp4	MP4	16.96 MB
13. ND320 C4 L1 14 Inverse FFT-W-5uoeNYFwM.en.vtt	VTT	3.48 KB
13. ND320 C4 L1 14 Inverse FFT-W-5uoeNYFwM.mp4	MP4	8.41 MB
14. Fourier Transform in Review.html	HTML	12.19 KB
15. Exercise 3 The Fourier Transform.html	HTML	8.11 KB
16. Exercise 3 Solution.html	HTML	8.83 KB
16. ND320 C4 L1 15 Exercise 3 Solution-Vyp8TwbOi4E.en.vtt	VTT	1.06 KB
16. ND320 C4 L1 15 Exercise 3 Solution-Vyp8TwbOi4E.mp4	MP4	2.67 MB
17. ND320 C4 L1 16 Frequency Domain-Ic-wqdanMh0.en.vtt	VTT	3.4 KB
17. ND320 C4 L1 16 Frequency Domain-Ic-wqdanMh0.mp4	MP4	8.6 MB
17. Plotting Signals in Frequency Domain.html	HTML	11.83 KB
18. Exercise 4 Spectrograms.html	HTML	8.08 KB
19. Exercise 4 Solution.html	HTML	8.65 KB
19. ND320 C4 L1 17 Plotting Exercise Walkthrough-lhfTPWIkn28.mp4	MP4	6.36 MB
20. Harmonics.html	HTML	11.51 KB
20. ND320 C4 L1 18 Harmonics-byUGEDUj-mE.en.vtt	VTT	3.02 KB
20. ND320 C4 L1 18 Harmonics-byUGEDUj-mE.mp4	MP4	10.4 MB
21. ND320 C4 L1 19 Recap- Intro To Digital Sampling _ Signal Processing-8-3_S2weklg.en.vtt	VTT	1.47 KB
21. ND320 C4 L1 19 Recap- Intro To Digital Sampling _ Signal Processing-8-3_S2weklg.mp4	MP4	5.1 MB
21. Recap Intro to Digital Sampling _ Signal Processing.html	HTML	15.21 KB
img.zip	ZIP	1.18 MB
index.html	HTML	5.94 KB

Part 05-Module 01-Lesson 03_Introduction to Sensors

01. Introduction to Sensors.html	HTML	11.92 KB
01. ND320 C4 L2 01 Introduction To Sensors-CBp-Ttcqu3k.mp4	MP4	16.61 MB
02. Inertial Measurement Unit.html	HTML	13.53 KB
02. ND320 C4 L2 02 IMU Sensor-MLrzURDQURY.en.vtt	VTT	4.05 KB
02. ND320 C4 L2 02 IMU Sensor-MLrzURDQURY.mp4	MP4	13.15 MB
03. Accelerometer Deep Dive.html	HTML	15.75 KB
03. ND320 C4 L2 03 Accelerometer Deep Dive-GfdLzQl3POk.mp4	MP4	10.32 MB
04. Exercise 1 Step Cadence.html	HTML	7.16 KB
05. Exercise 1 Solution.html	HTML	9.37 KB
05. ND320 C4 L2 04 Exercise 1 Walkthrough-iG30q6U0TMM.en.vtt	VTT	3.37 KB
05. ND320 C4 L2 04 Exercise 1 Walkthrough-iG30q6U0TMM.mp4	MP4	7.79 MB
06. ND320 C4 L2 05 PPG Sensor-PBrbk7-oPR4.mp4	MP4	11.42 MB
06. PPG Sensor.html	HTML	14.62 KB
07. Exercise 2 PPG Peaks.html	HTML	7.15 KB
08. Exercise 2 Solution.html	HTML	6.58 KB
08. ND320 C4 L2 06 Exercise 2 Walkthrough-V0Gpds9E848.mp4	MP4	9.74 MB
09. PPG SNR.html	HTML	11.17 KB
10. Exercise 3 PPG SNR.html	HTML	7.15 KB
11. Exercise 3 Solution.html	HTML	7.43 KB
11. ND320 C4 L2 07 Exercise 3 Walkthrough-gQUNhJk2doc.en.vtt	VTT	6.25 KB
11. ND320 C4 L2 07 Exercise 3 Walkthrough-gQUNhJk2doc.mp4	MP4	15.77 MB
12. ECG Sensor.html	HTML	12.13 KB
12. ND320 C4 L2 08 ECG Sensors-uSJb9ZBDTnU.en.vtt	VTT	2.92 KB
12. ND320 C4 L2 08 ECG Sensors-uSJb9ZBDTnU.mp4	MP4	7.81 MB
13. Apple Heart Study - Revisited.html	HTML	8.83 KB
13. ND320 C4 L2 09 Apple Heart Study Part II-zaFuasewbE8.en.vtt	VTT	3.21 KB
13. ND320 C4 L2 09 Apple Heart Study Part II-zaFuasewbE8.mp4	MP4	5.69 MB
14. ND320 C4 L2 10 Recap Intro To Sensors-9V-0O8RfVgw.en.vtt	VTT	1.35 KB
14. ND320 C4 L2 10 Recap Intro To Sensors-9V-0O8RfVgw.mp4	MP4	5.05 MB
14. Recap Introduction to Sensors.html	HTML	12.09 KB
img.zip	ZIP	20.07 MB
index.html	HTML	5.14 KB

Part 05-Module 01-Lesson 04_Activity Classification

01. Intro to Activity Classifiers.html	HTML	9.62 KB
01. ND320 C4 L3 01 Intro To Activity Classifiers-dteQl6Nxo0g.en.vtt	VTT	1.93 KB
01. ND320 C4 L3 01 Intro To Activity Classifiers-dteQl6Nxo0g.mp4	MP4	4.82 MB
02. Data Exploration.html	HTML	11.97 KB
02. ND320 C4 L3 02 Data Exploration-mk5A4cLeyy8.en.vtt	VTT	1.57 KB
02. ND320 C4 L3 02 Data Exploration-mk5A4cLeyy8.mp4	MP4	9.62 MB
02. ND320 C4 L3 03 Plotting-fRN3iNPxJI8.en.vtt	VTT	5.25 KB
02. ND320 C4 L3 03 Plotting-fRN3iNPxJI8.mp4	MP4	12.32 MB
03. Exercise 1 Data Exploration.html	HTML	7.39 KB
04. Exercise 1 Solution.html	HTML	8.35 KB
04. ND320 C4 L3 04 Exercise 1 Solution-6eqmSZ0Hwos.en.vtt	VTT	2.14 KB
04. ND320 C4 L3 04 Exercise 1 Solution-6eqmSZ0Hwos.mp4	MP4	4.91 MB
05. Feature Extraction I.html	HTML	12.45 KB
05. ND320 C4 L3 05 Feature Creation-S02ESJAPztg.en.vtt	VTT	2.14 KB
05. ND320 C4 L3 05 Feature Creation-S02ESJAPztg.mp4	MP4	4.6 MB
05. ND320 C4 L3 06 Feature Extraction Walkthrough-fveNx3NVGqM.en.vtt	VTT	2.96 KB
05. ND320 C4 L3 06 Feature Extraction Walkthrough-fveNx3NVGqM.mp4	MP4	6.19 MB
06. Exercise 2 Feature Extraction.html	HTML	7.41 KB
07. Feature Extraction Continued....html	HTML	11.5 KB
07. ND320 C4 L3 07 Feature Extraction Continued-JjSgg3MjBpg.en.vtt	VTT	4.86 KB
07. ND320 C4 L3 07 Feature Extraction Continued-JjSgg3MjBpg.mp4	MP4	11.63 MB
07. ND320 C4 L3 08 Feature Extraction-Ssycf56WjLw.en.vtt	VTT	2.42 KB
07. ND320 C4 L3 08 Feature Extraction-Ssycf56WjLw.mp4	MP4	10.3 MB
08. Activity Classification.html	HTML	13.97 KB
08. ND320 C4 L3 09 Activity Classifier-fZXNoeq1ezg.en.vtt	VTT	2.79 KB
08. ND320 C4 L3 09 Activity Classifier-fZXNoeq1ezg.mp4	MP4	6.35 MB
08. ND320 C4 L3 10 Leave-One-Subject-Out Cross Validation-xcE_k8K5wPY.en.vtt	VTT	4.88 KB
08. ND320 C4 L3 10 Leave-One-Subject-Out Cross Validation-xcE_k8K5wPY.mp4	MP4	13 MB
09. Hyperparameter Tuning _ Regularization.html	HTML	8.19 KB
09. ND320 C4 L3 11 Hyperparameter Tuning-nsDnNc9zFSk.en.vtt	VTT	4.19 KB
09. ND320 C4 L3 11 Hyperparameter Tuning-nsDnNc9zFSk.mp4	MP4	13.16 MB
10. Cross-Validation and Feature Importance.html	HTML	8.81 KB
10. ND320 C4 L3 12 Nested Cross-Validation-JoABAPvHXIQ.en.vtt	VTT	2.9 KB
10. ND320 C4 L3 12 Nested Cross-Validation-JoABAPvHXIQ.mp4	MP4	7.91 MB
10. ND320 C4 L3 13 Feature Importance-ShE5zyg0l9s.en.vtt	VTT	1.87 KB
10. ND320 C4 L3 13 Feature Importance-ShE5zyg0l9s.mp4	MP4	5.75 MB
11. Hyperparameter Tuning in Review.html	HTML	14.64 KB
12. Exercise 3 A Quirk in the Dataset.html	HTML	7.41 KB
13. Exercise 3 Solution.html	HTML	6.96 KB
13. ND320 C4 L3 14 Exercise 3 Walkthrough-fxnUCwPc4s4.en.vtt	VTT	3.87 KB
13. ND320 C4 L3 14 Exercise 3 Walkthrough-fxnUCwPc4s4.mp4	MP4	13.07 MB
14. ND320 C4 L3 15 Recap- Decision Tree Vs. Random Forest-1i5obfDHdio.en.vtt	VTT	2.67 KB
14. ND320 C4 L3 15 Recap- Decision Tree Vs. Random Forest-1i5obfDHdio.mp4	MP4	5.88 MB
14. Recap Activity Classification.html	HTML	15.75 KB
img.zip	ZIP	239.25 KB
index.html	HTML	5.36 KB

Part 05-Module 01-Lesson 05_ECG Signal Processing

01. Intro to ECG Signal Processing.html	HTML	8.76 KB
01. ND320 C4 L4 01 Intro To ECG Signal Processing-7bGv86e09YA.en.vtt	VTT	895 B
01. ND320 C4 L4 01 Intro To ECG Signal Processing-7bGv86e09YA.mp4	MP4	2.78 MB
02. Heart Physiology.html	HTML	10.34 KB
02. ND320 C4 L4 02 Heart Physiology-BIkZwowLeRc.en.vtt	VTT	4.35 KB
02. ND320 C4 L4 02 Heart Physiology-BIkZwowLeRc.mp4	MP4	10.96 MB
03. Heart Physiology in Review.html	HTML	12.18 KB
04. ND320 C4 L4 03 Pan-Tompkins Algorithm-8fb5IJjV-Yo.en.vtt	VTT	3.63 KB
04. ND320 C4 L4 03 Pan-Tompkins Algorithm-8fb5IJjV-Yo.mp4	MP4	6.02 MB
04. Pan-Tompkins QRS Detection.html	HTML	8.81 KB
05. ND320 C4 L4 04 Pan-Tompkins In Code-oNFyQT--irs.en.vtt	VTT	6.81 KB
05. ND320 C4 L4 04 Pan-Tompkins In Code-oNFyQT--irs.mp4	MP4	16.81 MB
05. Pan-Tompkins In Code.html	HTML	11.17 KB
06. Exercise 1 Extend the Pan-Tompkins Algorithm.html	HTML	7.59 KB
07. Exercise 1 Solution.html	HTML	7.93 KB
07. ND320 C4 L4 05 Exercise Walkthrough--OOiZyOWmuU.en.vtt	VTT	6.91 KB
07. ND320 C4 L4 05 Exercise Walkthrough--OOiZyOWmuU.mp4	MP4	17.78 MB
08. Atrial Fibrillation.html	HTML	11.96 KB
08. ND320 C4 L4 06 Atrial Fibrillation Physiology-VGi988eAI0I.en.vtt	VTT	3.8 KB
08. ND320 C4 L4 06 Atrial Fibrillation Physiology-VGi988eAI0I.mp4	MP4	8.49 MB
09. Arrhythmia Detection Dataset.html	HTML	10.27 KB
09. ND320 C4 L4 07 AF Detection - Physionet-_E8zA1VDgfM.en.vtt	VTT	2.62 KB
09. ND320 C4 L4 07 AF Detection - Physionet-_E8zA1VDgfM.mp4	MP4	9.62 MB
09. ND320 C4 L4 08 AF Detection - Data Exploration-DbC7fBVwfu4.en.vtt	VTT	3.59 KB
09. ND320 C4 L4 08 AF Detection - Data Exploration-DbC7fBVwfu4.mp4	MP4	7.93 MB
10. Arrhythmia Detection Features.html	HTML	12.13 KB
10. ND320 C4 L4 09 AF Detection - Features-cZlSn4Lylhg.en.vtt	VTT	3.43 KB
10. ND320 C4 L4 09 AF Detection - Features-cZlSn4Lylhg.mp4	MP4	8.61 MB
11. Exercise 2 Arrhythmia Features.html	HTML	7.55 KB
12. Exercise 2 Solution.html	HTML	9.24 KB
12. ND320 C4 L4 10 AFib Detection Model-Qr4Erwd5mXk.en.vtt	VTT	4.43 KB
12. ND320 C4 L4 10 AFib Detection Model-Qr4Erwd5mXk.mp4	MP4	8.17 MB
13. Exercise 3 Atrial Fibrillation.html	HTML	7.55 KB
14. Exercise 3 Solution.html	HTML	7.6 KB
14. ND320 C4 L4 11 Solution-07-c7n6WdiM.en.vtt	VTT	2.98 KB
14. ND320 C4 L4 11 Solution-07-c7n6WdiM.mp4	MP4	6.67 MB
15. ND320 C4 L4 12 Recap- ECG Signal Processing-nEg2YpvHNAU.en.vtt	VTT	1.36 KB
15. ND320 C4 L4 12 Recap- ECG Signal Processing-nEg2YpvHNAU.mp4	MP4	1.79 MB
15. Recap ECG Signal Processing.html	HTML	12.5 KB
16. Course Recap.html	HTML	8.62 KB
16. ND320 C4 L4 13 Course Recap - Wearable Data-SOnmTveoGhs.en.vtt	VTT	2.27 KB
16. ND320 C4 L4 13 Course Recap - Wearable Data-SOnmTveoGhs.mp4	MP4	4.61 MB
img.zip	ZIP	691.84 KB
index.html	HTML	5.45 KB

Part 05-Module 01-Lesson 06_Motion Compensated Pulse Rate Estimation

01. Project Overview.html	HTML	11.96 KB
02. Part 1 Overview _ Instructions.html	HTML	11.46 KB
03. Pulse Rate Algorithm.html	HTML	6.82 KB
04. Test Your Algorithm.html	HTML	6.83 KB
05. Part 2 Overview _ Instructions.html	HTML	10.58 KB
06. Clinical Application.html	HTML	6.81 KB
07. Conclusion.html	HTML	7.44 KB
Project Description - Motion Compensated Pulse Rate Estimation.html	HTML	7.83 KB
Project Rubric - Motion Compensated Pulse Rate Estimation.html	HTML	12.27 KB
img.zip	ZIP	139.2 KB
index.html	HTML	4.97 KB

Part 05-Module 02-Lesson 01_Take 30 Min to Improve your LinkedIn

01. Get Opportunities with LinkedIn.html	HTML	11.21 KB
01. Why Network-exjEm9Paszk.ar.vtt	VTT	5.14 KB
01. Why Network-exjEm9Paszk.en.vtt	VTT	3.4 KB
01. Why Network-exjEm9Paszk.es-MX.vtt	VTT	3.2 KB
01. Why Network-exjEm9Paszk.ja-JP.vtt	VTT	4.33 KB
01. Why Network-exjEm9Paszk.mp4	MP4	17.37 MB
01. Why Network-exjEm9Paszk.pt-BR.vtt	VTT	3.2 KB
01. Why Network-exjEm9Paszk.zh-CN.vtt	VTT	3.29 KB
02. Meet Chris-0ccflD9x5WU.ar.vtt	VTT	6.32 KB
02. Meet Chris-0ccflD9x5WU.en.vtt	VTT	4.89 KB
02. Meet Chris-0ccflD9x5WU.es-MX.vtt	VTT	4.52 KB
02. Meet Chris-0ccflD9x5WU.ja-JP.vtt	VTT	5.61 KB
02. Meet Chris-0ccflD9x5WU.mp4	MP4	32.54 MB
02. Meet Chris-0ccflD9x5WU.pt-BR.vtt	VTT	4.47 KB
02. Meet Chris-0ccflD9x5WU.zh-CN.vtt	VTT	4.41 KB
02. Use Your Story to Stand Out.html	HTML	8.75 KB
03. Elevator Pitch-S-nAHPrkQrQ.ar.vtt	VTT	5.13 KB
03. Elevator Pitch-S-nAHPrkQrQ.en.vtt	VTT	3.53 KB
03. Elevator Pitch-S-nAHPrkQrQ.es-MX.vtt	VTT	3.56 KB
03. Elevator Pitch-S-nAHPrkQrQ.ja-JP.vtt	VTT	4.35 KB
03. Elevator Pitch-S-nAHPrkQrQ.mp4	MP4	14.5 MB
03. Elevator Pitch-S-nAHPrkQrQ.pt-BR.vtt	VTT	3.47 KB
03. Elevator Pitch-S-nAHPrkQrQ.zh-CN.vtt	VTT	3.4 KB
03. Why Use an Elevator Pitch.html	HTML	7.37 KB
04. Create Your Elevator Pitch.html	HTML	8.52 KB
04. Elevator Pitch-0QtgTG49E9I.ar.vtt	VTT	2.28 KB
04. Elevator Pitch-0QtgTG49E9I.en.vtt	VTT	2.06 KB
04. Elevator Pitch-0QtgTG49E9I.es-MX.vtt	VTT	1.99 KB
04. Elevator Pitch-0QtgTG49E9I.ja-JP.vtt	VTT	2.45 KB
04. Elevator Pitch-0QtgTG49E9I.mp4	MP4	7.68 MB
04. Elevator Pitch-0QtgTG49E9I.pt-BR.vtt	VTT	1.94 KB
04. Elevator Pitch-0QtgTG49E9I.zh-CN.vtt	VTT	1.99 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.ar.vtt	VTT	2.19 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.en.vtt	VTT	1.94 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.es-MX.vtt	VTT	1.43 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.ja-JP.vtt	VTT	2.36 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.mp4	MP4	5.97 MB
04. Pitching to a Recruiter-LxAdWaA-qTQ.pt-BR.vtt	VTT	1.4 KB
04. Pitching to a Recruiter-LxAdWaA-qTQ.zh-CN.vtt	VTT	1.74 KB
05. Use Your Elevator Pitch on LinkedIn.html	HTML	9.77 KB
06. Create Your Profile With SEO In Mind.html	HTML	9.47 KB
07. Profile Essentials.html	HTML	11.27 KB
08. Work Experiences _ Accomplishments.html	HTML	9.8 KB
09. Build and Strengthen Your Network.html	HTML	10.65 KB
10. Reaching Out on LinkedIn.html	HTML	9.36 KB
11. Boost Your Visibility.html	HTML	8.58 KB
12. Up Next.html	HTML	8.09 KB
Project Description - Improve Your LinkedIn Profile.html	HTML	8.14 KB
Project Rubric - Improve Your LinkedIn Profile.html	HTML	16.33 KB
img.zip	ZIP	3.39 MB
index.html	HTML	5.44 KB
media.zip	ZIP	113.31 KB

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1.43 MB

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101.46 KB

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