Download 2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT Torrent

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2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT

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01 - Introduction

	001 Welcome To the Course!.mp4	MP4	30.21 MB
	001 Welcome To the Course!_en.srt	SRT	1.94 KB

02 - PART 1 AWS & ML STARTER PACK!

001 Welcome to Part 1 AWS and Machine Learning Starter Pack!.html

HTML

1.61 KB

03 - Day 1 AWS Essentials Starter Pack - Part 1 (SignUp, Free Tier, Billing, & IAM)

001 Day Welcome Message.mp4	MP4	5.26 MB
001 Day Welcome Message_en.srt	SRT	1.28 KB
002 AWS-Essentials-Starter-Pack-Part-1.pptx	PPTX	9.46 MB
002 Please Download Today's Materials.html	HTML	87 B
003 What is AWS & Cloud Computing Who Uses them What are their benefits.mp4	MP4	150.15 MB
003 What is AWS & Cloud Computing Who Uses them What are their benefits_en.srt	SRT	11.69 KB
004 AWS Signup and AWS Management Console Tour.mp4	MP4	62.7 MB
004 AWS Signup and AWS Management Console Tour_en.srt	SRT	13.81 KB
005 Regions Vs. Availability Zones.mp4	MP4	55.56 MB
005 Regions Vs. Availability Zones_en.srt	SRT	13.63 KB
006 What's Included in the AWS Free Tier.mp4	MP4	58.35 MB
006 What's Included in the AWS Free Tier_en.srt	SRT	10.82 KB
007 Billing Dashboard and Alarm Setup.mp4	MP4	51.91 MB
007 Billing Dashboard and Alarm Setup_en.srt	SRT	13.11 KB
008 Request Service Limit Increase.mp4	MP4	48.9 MB
008 Request Service Limit Increase_en.srt	SRT	9.89 KB
009 Identity and Access Management (IAM) & Multifactor Authentication (MFA).mp4	MP4	152.46 MB
009 Identity and Access Management (IAM) & Multifactor Authentication (MFA)_en.srt	SRT	29.59 KB
010 Day End Message.mp4	MP4	1.96 MB
010 Day End Message_en.srt	SRT	572 B

04 - Day 2 AWS Essentials Starter Pack - Part 2 (AI, ML, DL, DS, S3, & EC2)

001 Day Welcome Message.mp4	MP4	6.05 MB
001 Day Welcome Message_en.srt	SRT	1.56 KB
002 AWS-Essentials-Starter-Pack-Part-2.zip	ZIP	11.29 MB
002 Please Download Today's Materials.html	HTML	128 B
003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL).mp4	MP4	254.27 MB
003 Artificial Intelligence (AI) Vs. Machine Learning (ML) Vs. Deep Learning (DL)_en.srt	SRT	19.82 KB
004 Machine Learning The Big Picture.mp4	MP4	143.56 MB
004 Machine Learning The Big Picture_en.srt	SRT	14.99 KB
005 Key Ingredients to Build Machine Learning Models.mp4	MP4	246.28 MB
005 Key Ingredients to Build Machine Learning Models_en.srt	SRT	18.99 KB
006 Key AIML Components in AWS.mp4	MP4	37.35 MB
006 Key AIML Components in AWS_en.srt	SRT	8.48 KB
007 Simple Storage Service (S3) Deep Dive & Demo.mp4	MP4	43.02 MB
007 Simple Storage Service (S3) Deep Dive & Demo_en.srt	SRT	20.9 KB
008 Elastic Compute Cloud (EC2) Deep Dive & Demo.mp4	MP4	109.53 MB
008 Elastic Compute Cloud (EC2) Deep Dive & Demo_en.srt	SRT	22.39 KB
009 Day End Message.mp4	MP4	1.71 MB
009 Day End Message_en.srt	SRT	562 B

05 - Day 3 AWS Essentials Starter Pack - Part 3 (Amazon SageMaker)

001 Day Welcome Message.mp4	MP4	6.15 MB
001 Day Welcome Message_en.srt	SRT	1.54 KB
002 AWS-Essentials-Starter-Pack-Part-3.zip	ZIP	11.21 MB
002 Please Download Today's Materials.html	HTML	238 B
003 Intro to SageMaker.mp4	MP4	170.88 MB
003 Intro to SageMaker_en.srt	SRT	18.22 KB
004 SageMaker Demo 1 - Walkthrough & Create Notebook instance.mp4	MP4	74.67 MB
004 SageMaker Demo 1 - Walkthrough & Create Notebook instance_en.srt	SRT	18.37 KB
005 SageMaker Demo 2 - Write your first code.mp4	MP4	42.72 MB
005 SageMaker Demo 2 - Write your first code_en.srt	SRT	15.85 KB
006 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector).mp4	MP4	74.04 MB
006 SageMaker Demo 3 - AWS Marketplace (Yolo V3 Object Detector)_en.srt	SRT	12.17 KB
007 SageMaker Demo 4 - SageMaker Studio 101.mp4	MP4	86.21 MB
007 SageMaker Demo 4 - SageMaker Studio 101_en.srt	SRT	22.2 KB
008 SageMaker Demo 5 - SageMaker Canvas 101.mp4	MP4	51.39 MB
008 SageMaker Demo 5 - SageMaker Canvas 101_en.srt	SRT	13.32 KB
009 SageMaker Demo 6 - Upload data to S3.mp4	MP4	30.47 MB
009 SageMaker Demo 6 - Upload data to S3_en.srt	SRT	9.5 KB
010 SageMaker Demo 7 - Train Machine Learning Model.mp4	MP4	40.49 MB
010 SageMaker Demo 7 - Train Machine Learning Model_en.srt	SRT	11.47 KB
011 Final Capstone Project Question.mp4	MP4	11.83 MB
011 Final Capstone Project Question_en.srt	SRT	3.05 KB
012 Final Capstone Project Solution.mp4	MP4	34.25 MB
012 Final Capstone Project Solution_en.srt	SRT	10.85 KB
013 Shutdown Canvas.mp4	MP4	1.88 MB
013 Shutdown Canvas_en.srt	SRT	1.43 KB
014 Day End Message.mp4	MP4	1.94 MB
014 Day End Message_en.srt	SRT	675 B

06 - PART 2 DATA LABELING IN AWS

001 Welcome to Part 2 on Data Labeling in AWS.html

HTML

913 B

07 - Day 4 Labeling Data With AWS SageMaker GroundTruth

001 Day Welcome Message.mp4	MP4	7.25 MB
001 Day Welcome Message_en.srt	SRT	1.84 KB
002 Labeling-Images-in-SageMaker-GroundTruth.zip	ZIP	10.06 MB
002 Please Download Today's Materials.html	HTML	343 B
003 Project Overview and AWS Groundtruth.mp4	MP4	54.38 MB
003 Project Overview and AWS Groundtruth_en.srt	SRT	15.37 KB
004 21st Century New Gold!.mp4	MP4	39.52 MB
004 21st Century New Gold!_en.srt	SRT	10.24 KB
005 Data Sources and Types.mp4	MP4	210.49 MB
005 Data Sources and Types_en.srt	SRT	18.47 KB
006 Why Do We Need Labeled Datasets.mp4	MP4	65.98 MB
006 Why Do We Need Labeled Datasets_en.srt	SRT	10.46 KB
007 Data Labeling Challenges and Applications.mp4	MP4	16.13 MB
007 Data Labeling Challenges and Applications_en.srt	SRT	5.59 KB
008 Json Lines and Manifest Files 101.mp4	MP4	62.1 MB
008 Json Lines and Manifest Files 101_en.srt	SRT	5.74 KB
009 AWS SageMaker GroundTruth Demo Part 1.mp4	MP4	99.39 MB
009 AWS SageMaker GroundTruth Demo Part 1_en.srt	SRT	20.23 KB
010 AWS SageMaker GroundTruth Demo Part 2.mp4	MP4	102.68 MB
010 AWS SageMaker GroundTruth Demo Part 2_en.srt	SRT	24.3 KB
011 Final Capstone Project - Question.mp4	MP4	15.54 MB
011 Final Capstone Project - Question_en.srt	SRT	3.06 KB
012 Final Capstone Project - Solution.mp4	MP4	62.79 MB
012 Final Capstone Project - Solution_en.srt	SRT	15.26 KB
013 Additional Topic GroundTruth Plus and Auto-Labeling.mp4	MP4	41.3 MB
013 Additional Topic GroundTruth Plus and Auto-Labeling_en.srt	SRT	9.66 KB
014 Day End Message.mp4	MP4	2.33 MB
014 Day End Message_en.srt	SRT	721 B

08 - Day 5 Labeling Text, Bounding Boxes, and Semantic Segmentation in GroundTruth

001 Day Welcome Message.mp4	MP4	5.69 MB
001 Day Welcome Message_en.srt	SRT	1.44 KB
002 Please Download Today's Materials.html	HTML	271 B
002 Text-Bounding-Boxes-Semantic-Labeling.zip	ZIP	14.21 MB
003 Introduction and Project Overview.mp4	MP4	25.9 MB
003 Introduction and Project Overview_en.srt	SRT	9.65 KB
004 Labeling Text Data in SageMaker GroundTruth - Demo Part #1.mp4	MP4	53.39 MB
004 Labeling Text Data in SageMaker GroundTruth - Demo Part #1_en.srt	SRT	13.98 KB
005 Labeling Text Data in SageMaker GroundTruth - Demo Part #2.mp4	MP4	11.42 MB
005 Labeling Text Data in SageMaker GroundTruth - Demo Part #2_en.srt	SRT	7.36 KB
006 Labeling Text Data in SageMaker GroundTruth - Demo Part #3.mp4	MP4	31.24 MB
006 Labeling Text Data in SageMaker GroundTruth - Demo Part #3_en.srt	SRT	8.24 KB
007 Semantic Segmentation in Groundtruth Demo #1.mp4	MP4	62.96 MB
007 Semantic Segmentation in Groundtruth Demo #1_en.srt	SRT	12.51 KB
008 Semantic Segmentation in Groundtruth Demo #2.mp4	MP4	54.63 MB
008 Semantic Segmentation in Groundtruth Demo #2_en.srt	SRT	10.48 KB
009 SageMaker GroundTruth Pricing.mp4	MP4	63.43 MB
009 SageMaker GroundTruth Pricing_en.srt	SRT	11.84 KB
010 Practice Opportunity - GroundTruth Pricing.mp4	MP4	28.53 MB
010 Practice Opportunity - GroundTruth Pricing_en.srt	SRT	6.12 KB
011 Final Capstone Project - Question.mp4	MP4	6.34 MB
011 Final Capstone Project - Question_en.srt	SRT	2.44 KB
012 Final Capstone Project - Solution.mp4	MP4	36.11 MB
012 Final Capstone Project - Solution_en.srt	SRT	16.66 KB
013 Day End Message.mp4	MP4	1.94 MB
013 Day End Message_en.srt	SRT	536 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

09 - PART 3 EXPLORATORY DATA ANALYSIS

001 Welcome to Part 3 on Exploratory Data Analysis (EDA).html

HTML

1.83 KB

10 - Day 6 Exploratory Data Analysis (EDA) Part #1 - Crash Course on Pandas

001 Day Welcome Message.mp4	MP4	6.81 MB
001 Day Welcome Message_en.srt	SRT	1.56 KB
002 EDA-Part-1-Crash-Course-Pandas.zip	ZIP	3.22 MB
002 Please Download Today's Materials.html	HTML	240 B
003 Exploratory Data Analysis (EDA) 101.mp4	MP4	98.57 MB
003 Exploratory Data Analysis (EDA) 101_en.srt	SRT	10.69 KB
004 Project Overview - EDA with Pandas.mp4	MP4	15.97 MB
004 Project Overview - EDA with Pandas_en.srt	SRT	4.76 KB
005 Jupyter Notebooks and SageMaker Studio Setup.mp4	MP4	86.44 MB
005 Jupyter Notebooks and SageMaker Studio Setup_en.srt	SRT	10.53 KB
006 Coding Task 1 - Define Pandas DataFrame.mp4	MP4	39.7 MB
006 Coding Task 1 - Define Pandas DataFrame_en.srt	SRT	14.1 KB
007 Practice Opportunity 1.mp4	MP4	49.17 MB
007 Practice Opportunity 1_en.srt	SRT	15.73 KB
008 Coding Task 2 - Load CSV and Statistical Analysis.mp4	MP4	20.73 MB
008 Coding Task 2 - Load CSV and Statistical Analysis_en.srt	SRT	7.53 KB
009 Practice Opportunity 2.mp4	MP4	24.12 MB
009 Practice Opportunity 2_en.srt	SRT	5.03 KB
010 Coding Task 3 - SetReset Index in Pandas.mp4	MP4	27.24 MB
010 Coding Task 3 - SetReset Index in Pandas_en.srt	SRT	10.14 KB
011 Practice Opportunity 3.mp4	MP4	12.34 MB
011 Practice Opportunity 3_en.srt	SRT	4.28 KB
012 Final Capstone Project Question.mp4	MP4	29.19 MB
012 Final Capstone Project Question_en.srt	SRT	4.79 KB
013 Final Capstone Project Solution.mp4	MP4	45.59 MB
013 Final Capstone Project Solution_en.srt	SRT	8.28 KB
014 Day End Message.mp4	MP4	1.11 MB
014 Day End Message_en.srt	SRT	401 B

11 - Day 7 Exploratory Data Analysis (EDA) - Part #2 - Crash Course on Pandas

001 Day Welcome Message.mp4	MP4	3.49 MB
001 Day Welcome Message_en.srt	SRT	870 B
002 EDA-Part-2-Crash-Course-on-Pandas-2.zip	ZIP	1.97 MB
002 Please Download Today's Materials.html	HTML	210 B
003 Project Overview and Key Learning Outcomes.mp4	MP4	8.15 MB
003 Project Overview and Key Learning Outcomes_en.srt	SRT	2.75 KB
004 Coding Task 1 - Import Datasets.mp4	MP4	33.3 MB
004 Coding Task 1 - Import Datasets_en.srt	SRT	7.03 KB
005 Practice Opportunity 1.mp4	MP4	59.95 MB
005 Practice Opportunity 1_en.srt	SRT	10.25 KB
006 Coding Task 2 - Access Elements in Pandas DataFrame.mp4	MP4	57.95 MB
006 Coding Task 2 - Access Elements in Pandas DataFrame_en.srt	SRT	11.78 KB
007 Practice Opportunity 2.mp4	MP4	12.11 MB
007 Practice Opportunity 2_en.srt	SRT	6.23 KB
008 Coding Task 3 - Delete and Add Columns.mp4	MP4	28.72 MB
008 Coding Task 3 - Delete and Add Columns_en.srt	SRT	8.62 KB
009 Practice Opportunity 3.mp4	MP4	46.66 MB
009 Practice Opportunity 3_en.srt	SRT	7.67 KB
010 Coding Task 4 - Label-based Indexing with .Loc().mp4	MP4	41.27 MB
010 Coding Task 4 - Label-based Indexing with .Loc()_en.srt	SRT	12.37 KB
011 Practice Opportunity 4.mp4	MP4	28.93 MB
011 Practice Opportunity 4_en.srt	SRT	4.34 KB
012 Coding Task 5 - Integer-based Indexing with .iLoc().mp4	MP4	30.02 MB
012 Coding Task 5 - Integer-based Indexing with .iLoc()_en.srt	SRT	8.4 KB
013 Practice Opportunity 5.mp4	MP4	25.25 MB
013 Practice Opportunity 5_en.srt	SRT	3.72 KB
014 Coding Task 6 - Broadcasting Operation.mp4	MP4	22.5 MB
014 Coding Task 6 - Broadcasting Operation_en.srt	SRT	7.76 KB
015 Practice Opportunity 6.mp4	MP4	20.68 MB
015 Practice Opportunity 6_en.srt	SRT	6.2 KB
016 Coding Task 7 - Sorting Pandas DataFrames.mp4	MP4	23.42 MB
016 Coding Task 7 - Sorting Pandas DataFrames_en.srt	SRT	6.7 KB
017 Practice Opportunity 7.mp4	MP4	24.1 MB
017 Practice Opportunity 7_en.srt	SRT	3.96 KB
018 Day End Message.mp4	MP4	1.36 MB
018 Day End Message_en.srt	SRT	444 B

12 - Day 8 Exploratory Data Analysis (EDA) - Part #3 - Crash Course on Pandas

001 Day Welcome Message.mp4	MP4	3.74 MB
001 Day Welcome Message_en.srt	SRT	968 B
002 EDA-Part-3-Crash-Course-on-Pandas-3.zip	ZIP	2.04 MB
002 Please Download Today's Materials.html	HTML	248 B
003 Project Overview and Key Learning Outcomes.mp4	MP4	25.91 MB
003 Project Overview and Key Learning Outcomes_en.srt	SRT	7.19 KB
004 Coding Task 1 - Import and Explore Dataset.mp4	MP4	44.13 MB
004 Coding Task 1 - Import and Explore Dataset_en.srt	SRT	13.54 KB
005 Practice Opportunity 1.mp4	MP4	20.47 MB
005 Practice Opportunity 1_en.srt	SRT	3.95 KB
006 Coding Task 2 - Deal with Missing Dataset.mp4	MP4	43.68 MB
006 Coding Task 2 - Deal with Missing Dataset_en.srt	SRT	13.28 KB
007 Practice Opportunity 2.mp4	MP4	18 MB
007 Practice Opportunity 2_en.srt	SRT	6.72 KB
008 Coding Task 3 - Change Pandas DataFrame datatypes.mp4	MP4	18.54 MB
008 Coding Task 3 - Change Pandas DataFrame datatypes_en.srt	SRT	5.37 KB
009 Practice Opportunity 3.mp4	MP4	12.07 MB
009 Practice Opportunity 3_en.srt	SRT	3.91 KB
010 Coding Task 4 - Pandas and Functions.mp4	MP4	42.91 MB
010 Coding Task 4 - Pandas and Functions_en.srt	SRT	6.95 KB
011 Practice Opportunity 4.mp4	MP4	24.6 MB
011 Practice Opportunity 4_en.srt	SRT	7.04 KB
012 Coding Task 5 - Pandas Operations and Filtering.mp4	MP4	52.41 MB
012 Coding Task 5 - Pandas Operations and Filtering_en.srt	SRT	9.41 KB
013 Practice Opportunity 5.mp4	MP4	23.45 MB
013 Practice Opportunity 5_en.srt	SRT	4.16 KB
014 Coding Task 6 - Perform EDA on Both Classes.mp4	MP4	24.27 MB
014 Coding Task 6 - Perform EDA on Both Classes_en.srt	SRT	7.41 KB
015 Practice Opportunity 6.mp4	MP4	35.26 MB
015 Practice Opportunity 6_en.srt	SRT	6.34 KB
016 Coding Task 7 - Correlations and Histograms.mp4	MP4	79.09 MB
016 Coding Task 7 - Correlations and Histograms_en.srt	SRT	9.24 KB
017 Practice Opportunity 7.mp4	MP4	35.94 MB
017 Practice Opportunity 7_en.srt	SRT	5.48 KB
018 Final Capstone Projects - Questions.mp4	MP4	15.69 MB
018 Final Capstone Projects - Questions_en.srt	SRT	5.48 KB
019 Final Capstone Projects - Solutions.mp4	MP4	61.57 MB
019 Final Capstone Projects - Solutions_en.srt	SRT	8.8 KB
020 Day End Message.mp4	MP4	1.55 MB
020 Day End Message_en.srt	SRT	464 B

13 - Day 9 Exploratory Data Analysis (EDA) - Part #4 - Data Visualization

001 Day Welcome Message.mp4	MP4	5.27 MB
001 Day Welcome Message_en.srt	SRT	1.24 KB
002 Data-Visualization.zip	ZIP	3.87 MB
002 Please Download Today's Materials.html	HTML	335 B
003 Project Overview.mp4	MP4	33.63 MB
003 Project Overview_en.srt	SRT	8.78 KB
004 Data Visualization 101.mp4	MP4	122.16 MB
004 Data Visualization 101_en.srt	SRT	9.44 KB
005 Matplotlib Overview.mp4	MP4	42.18 MB
005 Matplotlib Overview_en.srt	SRT	11.76 KB
006 Seaborn Overview.mp4	MP4	73.66 MB
006 Seaborn Overview_en.srt	SRT	10.47 KB
007 Coding Task 1 - Plot line plot in Matplotlib.mp4	MP4	67.07 MB
007 Coding Task 1 - Plot line plot in Matplotlib_en.srt	SRT	13.62 KB
008 Practice Opportunity 1.mp4	MP4	16.91 MB
008 Practice Opportunity 1_en.srt	SRT	5.41 KB
009 Coding Task 2 - Plot Multiple Line Plots in Matplotlib.mp4	MP4	11.67 MB
009 Coding Task 2 - Plot Multiple Line Plots in Matplotlib_en.srt	SRT	3.82 KB
010 Practice Opportunity 2.mp4	MP4	11.64 MB
010 Practice Opportunity 2_en.srt	SRT	3.67 KB
011 Coding Task 3 - Plot Subplots in Matplotlib.mp4	MP4	13.63 MB
011 Coding Task 3 - Plot Subplots in Matplotlib_en.srt	SRT	4.75 KB
012 Practice Opportunity 3.mp4	MP4	20.36 MB
012 Practice Opportunity 3_en.srt	SRT	4.08 KB
013 Coding Task 4 - Plot Scatterplots in Matplotlib.mp4	MP4	31.29 MB
013 Coding Task 4 - Plot Scatterplots in Matplotlib_en.srt	SRT	4.78 KB
014 Practice Opportunity 4.mp4	MP4	7.61 MB
014 Practice Opportunity 4_en.srt	SRT	2.97 KB
015 Coding Task 5 - Plot Pie Charts in Matplotlib.mp4	MP4	26.16 MB
015 Coding Task 5 - Plot Pie Charts in Matplotlib_en.srt	SRT	8.21 KB
016 Practice Opportunity 5.mp4	MP4	47.51 MB
016 Practice Opportunity 5_en.srt	SRT	10.89 KB
017 Coding Task 6 - Plot Histograms in Matplotlib.mp4	MP4	23.42 MB
017 Coding Task 6 - Plot Histograms in Matplotlib_en.srt	SRT	9.17 KB
018 Practice Opportunity 6.mp4	MP4	14.79 MB
018 Practice Opportunity 6_en.srt	SRT	5.56 KB
019 Coding Task 7 - Plot Countplot and Scatterplot in Seaborn.mp4	MP4	57.71 MB
019 Coding Task 7 - Plot Countplot and Scatterplot in Seaborn_en.srt	SRT	10.83 KB
020 Practice Opportunity 7.mp4	MP4	6.11 MB
020 Practice Opportunity 7_en.srt	SRT	3.56 KB
021 Coding Task 8 - Plot Correlation Heatmaps, Displot and Pairplot.mp4	MP4	86.66 MB
021 Coding Task 8 - Plot Correlation Heatmaps, Displot and Pairplot_en.srt	SRT	13.74 KB
022 Practice Opportunity 8.mp4	MP4	49.39 MB
022 Practice Opportunity 8_en.srt	SRT	8.06 KB
023 Final End of Day Capstone Project Questions.mp4	MP4	40.67 MB
023 Final End of Day Capstone Project Questions_en.srt	SRT	5.23 KB
024 Final End of Day Capstone Project Solutions.mp4	MP4	110.29 MB
024 Final End of Day Capstone Project Solutions_en.srt	SRT	15.81 KB
025 Day End Message.mp4	MP4	998.21 KB
025 Day End Message_en.srt	SRT	268 B

14 - Day 10 Amazon SageMaker Data Wrangler

001 Day Welcome Message.mp4	MP4	6.5 MB
001 Day Welcome Message_en.srt	SRT	1.58 KB
002 Data-Wrangler.zip	ZIP	11.88 MB
002 Please Download Today's Materials.html	HTML	235 B
003 Project Overview.mp4	MP4	12.44 MB
003 Project Overview_en.srt	SRT	4.01 KB
004 Data Wrangler 101.mp4	MP4	124.78 MB
004 Data Wrangler 101_en.srt	SRT	10.51 KB
005 Feature Engineering 101.mp4	MP4	39.4 MB
005 Feature Engineering 101_en.srt	SRT	14.1 KB
006 One-Hot Encoding 101.mp4	MP4	31.53 MB
006 One-Hot Encoding 101_en.srt	SRT	9.51 KB
007 Normalization vs. Standardization (Feature Scaling in Machine Learning).mp4	MP4	244.74 MB
007 Normalization vs. Standardization (Feature Scaling in Machine Learning)_en.srt	SRT	29.6 KB
008 Data Wrangler Demo 1 - Import Data From S3.mp4	MP4	48.36 MB
008 Data Wrangler Demo 1 - Import Data From S3_en.srt	SRT	9.81 KB
009 Data Wrangler Demo 2 - Change Datatypes & Generate Summary Table.mp4	MP4	47.07 MB
009 Data Wrangler Demo 2 - Change Datatypes & Generate Summary Table_en.srt	SRT	11.08 KB
010 Data Wrangler Demo 3 - Data Visualization.mp4	MP4	29.86 MB
010 Data Wrangler Demo 3 - Data Visualization_en.srt	SRT	8.04 KB
011 Data Wrangler Demo 4 - Bias Report, Remove Duplicates & Feature Importance.mp4	MP4	49.92 MB
011 Data Wrangler Demo 4 - Bias Report, Remove Duplicates & Feature Importance_en.srt	SRT	12.42 KB
012 Data Wrangler Demo 5 - Data Impute, Handle Missing and 1-Hot Encoding.mp4	MP4	60.33 MB
012 Data Wrangler Demo 5 - Data Impute, Handle Missing and 1-Hot Encoding_en.srt	SRT	12.22 KB
013 Data Wrangler Demo 6 - Perform Custom and Feature Scaling.mp4	MP4	77.34 MB
013 Data Wrangler Demo 6 - Perform Custom and Feature Scaling_en.srt	SRT	21.12 KB
014 Data Wrangler Demo 7 - Export Dataflow.mp4	MP4	34.01 MB
014 Data Wrangler Demo 7 - Export Dataflow_en.srt	SRT	7.28 KB
015 Data Wrangler Demo 8 - Shutdown Resources.mp4	MP4	13.17 MB
015 Data Wrangler Demo 8 - Shutdown Resources_en.srt	SRT	2.8 KB
016 Final Capstone Project - Questions.mp4	MP4	8.51 MB
016 Final Capstone Project - Questions_en.srt	SRT	3.32 KB
017 Final Capstone Project - Solutions.mp4	MP4	115.94 MB
017 Final Capstone Project - Solutions_en.srt	SRT	26.91 KB
018 Day End Message.mp4	MP4	1.2 MB
018 Day End Message_en.srt	SRT	411 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

15 - PART 4 MACHINE LEARNING REGRESSION

001 Welcome to Part 4 on Machine Learning Regression.html

HTML

1.09 KB

16 - Day 11 Simple Linear Regression in Scikit-Learn

001 Day Welcome Message.mp4	MP4	6.34 MB
001 Day Welcome Message_en.srt	SRT	1.6 KB
002 Please Download Today's Materials.html	HTML	375 B
002 Simple-Linear-Regression-in-SKLearn.zip	ZIP	3.69 MB
003 Project Overview.mp4	MP4	68.31 MB
003 Project Overview_en.srt	SRT	6.95 KB
004 Simple Linear Regression 101.mp4	MP4	20.61 MB
004 Simple Linear Regression 101_en.srt	SRT	9.83 KB
005 Least Sum of Squares.mp4	MP4	54.28 MB
005 Least Sum of Squares_en.srt	SRT	17.3 KB
006 Scikit-Learn Library Overview.mp4	MP4	100.23 MB
006 Scikit-Learn Library Overview_en.srt	SRT	11.37 KB
007 Coding Task #1 - Import Libraries and Datasets.mp4	MP4	61.36 MB
007 Coding Task #1 - Import Libraries and Datasets_en.srt	SRT	12.53 KB
008 Practice Opportunity #1.mp4	MP4	13.12 MB
008 Practice Opportunity #1_en.srt	SRT	5.5 KB
009 Coding Task #2 - Explore the Data.mp4	MP4	10.65 MB
009 Coding Task #2 - Explore the Data_en.srt	SRT	5.56 KB
010 Practice Opportunity #2.mp4	MP4	25.79 MB
010 Practice Opportunity #2_en.srt	SRT	10.17 KB
011 Coding Task #3 - Perform Data Visualization.mp4	MP4	50.38 MB
011 Coding Task #3 - Perform Data Visualization_en.srt	SRT	11.61 KB
012 Practice Opportunity #3.mp4	MP4	11.82 MB
012 Practice Opportunity #3_en.srt	SRT	4.6 KB
013 Coding Task #4 - Prepare the Data Before Model Training.mp4	MP4	39.76 MB
013 Coding Task #4 - Prepare the Data Before Model Training_en.srt	SRT	7.56 KB
014 Practice Opportunity #4.mp4	MP4	13.7 MB
014 Practice Opportunity #4_en.srt	SRT	5.35 KB
015 Train a Simple Linear Regression Model in SK-Learn.mp4	MP4	24.88 MB
015 Train a Simple Linear Regression Model in SK-Learn_en.srt	SRT	8.57 KB
016 Practice Opportunity #5.mp4	MP4	10.31 MB
016 Practice Opportunity #5_en.srt	SRT	3.9 KB
017 Evaluate Trained Model Performance.mp4	MP4	22.13 MB
017 Evaluate Trained Model Performance_en.srt	SRT	6.97 KB
018 Practice Opportunity #6.mp4	MP4	36.69 MB
018 Practice Opportunity #6_en.srt	SRT	8.09 KB
019 Final Capstone Project - Questions.mp4	MP4	13.92 MB
019 Final Capstone Project - Questions_en.srt	SRT	5.25 KB
020 Final Capstone Project - Solution.mp4	MP4	47.52 MB
020 Final Capstone Project - Solution_en.srt	SRT	19.02 KB
021 Day End Message.mp4	MP4	2.23 MB
021 Day End Message_en.srt	SRT	684 B

17 - Day 12 Regression Using AWS SageMaker Linear Learner

001 Day Welcome Message.mp4	MP4	16.55 MB
001 Day Welcome Message_en.srt	SRT	1007 B
002 Please Download Today's Materials.html	HTML	345 B
002 Simple-Linear-Regression-with-AWS-Linear-Learner.zip	ZIP	2.49 MB
003 Overview of AWS SageMaker Built-in Algorithms.mp4	MP4	47.4 MB
003 Overview of AWS SageMaker Built-in Algorithms_en.srt	SRT	12.96 KB
004 AWS SageMaker Linear Learner Algorithm Overview.mp4	MP4	179.53 MB
004 AWS SageMaker Linear Learner Algorithm Overview_en.srt	SRT	21.02 KB
005 Coding Task #1 - Problem Overview.mp4	MP4	38.3 MB
005 Coding Task #1 - Problem Overview_en.srt	SRT	6.71 KB
006 Practice Opportunity #1.mp4	MP4	22.27 MB
006 Practice Opportunity #1_en.srt	SRT	4.27 KB
007 Coding Task #2 - Import Libraries and Datasets.mp4	MP4	56.51 MB
007 Coding Task #2 - Import Libraries and Datasets_en.srt	SRT	9.68 KB
008 Practice Opportunity #2.mp4	MP4	52.6 MB
008 Practice Opportunity #2_en.srt	SRT	7.5 KB
009 Coding Task #3 - Train a Linear Learner Model in SageMaker.mp4	MP4	230.64 MB
009 Coding Task #3 - Train a Linear Learner Model in SageMaker_en.srt	SRT	35.16 KB
010 Practice Opportunity #3.mp4	MP4	131.03 MB
010 Practice Opportunity #3_en.srt	SRT	15.53 KB
011 Coding Task #4 - Deploy Endpoint.mp4	MP4	99.1 MB
011 Coding Task #4 - Deploy Endpoint_en.srt	SRT	16.74 KB
012 Practice Opportunity #4.mp4	MP4	59.83 MB
012 Practice Opportunity #4_en.srt	SRT	8.54 KB
013 Final Capstone Project Questions.mp4	MP4	13.44 MB
013 Final Capstone Project Questions_en.srt	SRT	3.41 KB
014 Final Capstone Project Solution.mp4	MP4	90.99 MB
014 Final Capstone Project Solution_en.srt	SRT	12.46 KB
015 Day End Message.mp4	MP4	1.37 MB
015 Day End Message_en.srt	SRT	402 B

18 - Day 13 Multiple Linear Regression in Scikit-Learn

001 Day Welcome Message.mp4	MP4	5.31 MB
001 Day Welcome Message_en.srt	SRT	1.22 KB
002 Multiple-Linear-Regression-in-SKLearn.zip	ZIP	4.88 MB
002 Please Download Today's Materials.html	HTML	365 B
003 Project Overview.mp4	MP4	57.37 MB
003 Project Overview_en.srt	SRT	6.55 KB
004 Success Stories Price Prediction with AIML.mp4	MP4	63.48 MB
004 Success Stories Price Prediction with AIML_en.srt	SRT	7.19 KB
005 Multiple Linear Regression 101.mp4	MP4	31.33 MB
005 Multiple Linear Regression 101_en.srt	SRT	5.86 KB
006 Regression Metrics - Part #1.mp4	MP4	47.95 MB
006 Regression Metrics - Part #1_en.srt	SRT	17.85 KB
007 Regression Metrics - Part #2.mp4	MP4	61.64 MB
007 Regression Metrics - Part #2_en.srt	SRT	11.23 KB
008 SageMaker Studio Domain Setup.mp4	MP4	12.39 MB
008 SageMaker Studio Domain Setup_en.srt	SRT	4.82 KB
009 Coding Task #1 - Import Key LibrariesDatasets.mp4	MP4	49.03 MB
009 Coding Task #1 - Import Key LibrariesDatasets_en.srt	SRT	15.27 KB
010 Practice Opportunity #1.mp4	MP4	22.76 MB
010 Practice Opportunity #1_en.srt	SRT	4.35 KB
011 Coding Task #2 - EDA and Data Visualization.mp4	MP4	58.05 MB
011 Coding Task #2 - EDA and Data Visualization_en.srt	SRT	11.77 KB
012 Practice Opportunity #2.mp4	MP4	31.62 MB
012 Practice Opportunity #2_en.srt	SRT	6.81 KB
013 Coding Task #3 - EDA and Data Visualization 2.mp4	MP4	53.35 MB
013 Coding Task #3 - EDA and Data Visualization 2_en.srt	SRT	7.01 KB
014 Practice Opportunity #3.mp4	MP4	28.27 MB
014 Practice Opportunity #3_en.srt	SRT	5.38 KB
015 Coding Task #4 - Prepare the Data For Model Training.mp4	MP4	21.43 MB
015 Coding Task #4 - Prepare the Data For Model Training_en.srt	SRT	6.14 KB
016 Practice Opportunity #4.mp4	MP4	19.86 MB
016 Practice Opportunity #4_en.srt	SRT	4.02 KB
017 Coding Task #5 - Train ML Model in Scikit-Learn.mp4	MP4	26.81 MB
017 Coding Task #5 - Train ML Model in Scikit-Learn_en.srt	SRT	7.96 KB
018 Practice Opportunity #5.mp4	MP4	45.18 MB
018 Practice Opportunity #5_en.srt	SRT	6.88 KB
019 Capstone Project Questions.mp4	MP4	23.31 MB
019 Capstone Project Questions_en.srt	SRT	5.41 KB
020 Capstone Project Solutions.mp4	MP4	77.92 MB
020 Capstone Project Solutions_en.srt	SRT	10.98 KB
021 Day End Message.mp4	MP4	2.14 MB
021 Day End Message_en.srt	SRT	439 B

19 - Day 14 Multiple Linear Regression with AWS SageMaker Linear Learner

001 Day Welcome Message.mp4	MP4	4.71 MB
001 Day Welcome Message_en.srt	SRT	1.03 KB
002 Multiple-Linear-Regression-with-SageMaker-Linear-Learner.zip	ZIP	2.47 MB
002 Please Download Today's Materials.html	HTML	376 B
003 Project Card [Skip If Familiar].mp4	MP4	11.52 MB
003 Project Card [Skip If Familiar]_en.srt	SRT	5.26 KB
004 Coding Task #1 - Notebook Walkthrough Project Overview.mp4	MP4	21.71 MB
004 Coding Task #1 - Notebook Walkthrough Project Overview_en.srt	SRT	4.14 KB
005 Coding Task #2 - Perform EDA and Visualization.mp4	MP4	95.7 MB
005 Coding Task #2 - Perform EDA and Visualization_en.srt	SRT	13.52 KB
006 Coding Task #3 - Train a Linear Learner Model in SageMaker (Multiple Regression).mp4	MP4	125.62 MB
006 Coding Task #3 - Train a Linear Learner Model in SageMaker (Multiple Regression)_en.srt	SRT	18.14 KB
007 Practice Opportunity #1.mp4	MP4	54.04 MB
007 Practice Opportunity #1_en.srt	SRT	7.24 KB
008 Coding Task #4 - Deploy an Endpoint.mp4	MP4	59.59 MB
008 Coding Task #4 - Deploy an Endpoint_en.srt	SRT	9.55 KB
009 Final Capstone Project - Questions.mp4	MP4	5.07 MB
009 Final Capstone Project - Questions_en.srt	SRT	2.9 KB
010 Final Capstone Project - Solutions.mp4	MP4	26.15 MB
010 Final Capstone Project - Solutions_en.srt	SRT	7.8 KB
011 Day End Message.mp4	MP4	717.35 KB
011 Day End Message_en.srt	SRT	284 B

20 - Day 15 Launch ML Training Job from AWS Management Console (Regression)

001 Day Welcome Message.mp4	MP4	8.19 MB
001 Day Welcome Message_en.srt	SRT	1.87 KB
002 Please Download Today's Materials.html	HTML	489 B
002 Training-Job-from-SageMaker-Console.zip	ZIP	5.91 MB
003 Project Overview and Project Card.mp4	MP4	38.19 MB
003 Project Overview and Project Card_en.srt	SRT	6.78 KB
004 The Rise of Machine Learning in Higher Education.mp4	MP4	36.89 MB
004 The Rise of Machine Learning in Higher Education_en.srt	SRT	5.67 KB
005 Simple and Multiple Linear Regression [Recap].mp4	MP4	26.9 MB
005 Simple and Multiple Linear Regression [Recap]_en.srt	SRT	7.69 KB
006 Practice Opportunity 1.mp4	MP4	17.55 MB
006 Practice Opportunity 1_en.srt	SRT	5.21 KB
007 Demo Launch a Training Job in AWS SageMaker Console.mp4	MP4	101.57 MB
007 Demo Launch a Training Job in AWS SageMaker Console_en.srt	SRT	26.3 KB
008 Demo Analyze Training Job Outputs and Metrics.mp4	MP4	54.33 MB
008 Demo Analyze Training Job Outputs and Metrics_en.srt	SRT	12.39 KB
009 Demo Deploy an Endpoint.mp4	MP4	67.08 MB
009 Demo Deploy an Endpoint_en.srt	SRT	18.64 KB
010 Final End-of-Day Capstone Project Question.mp4	MP4	23.2 MB
010 Final End-of-Day Capstone Project Question_en.srt	SRT	5.89 KB
011 Final End-of-Day Capstone Project Solution.mp4	MP4	103.83 MB
011 Final End-of-Day Capstone Project Solution_en.srt	SRT	23.25 KB
012 Day End Message.mp4	MP4	1.29 MB
012 Day End Message_en.srt	SRT	409 B

21 - Day 16 XG-Boost Regression in Scikit-Learn

001 Day Welcome Message.mp4	MP4	5.38 MB
001 Day Welcome Message_en.srt	SRT	1.3 KB
002 Please Download Today's Materials.html	HTML	264 B
002 XGboost-in-SKLearn.zip	ZIP	10.54 MB
003 Project Overview and Card.mp4	MP4	23.62 MB
003 Project Overview and Card_en.srt	SRT	8.32 KB
004 Introduction to XG-Boost Algorithm.mp4	MP4	61.14 MB
004 Introduction to XG-Boost Algorithm_en.srt	SRT	10.97 KB
005 What is Boosting.mp4	MP4	104.38 MB
005 What is Boosting_en.srt	SRT	15.51 KB
006 Ensemble Learning.mp4	MP4	81.91 MB
006 Ensemble Learning_en.srt	SRT	14.64 KB
007 XG-Boost Algorithm Deep Dive (with examples).mp4	MP4	374.13 MB
007 XG-Boost Algorithm Deep Dive (with examples)_en.srt	SRT	34.87 KB
008 Coding Task 1 - Project Overview and Import data.mp4	MP4	17.18 MB
008 Coding Task 1 - Project Overview and Import data_en.srt	SRT	8.59 KB
009 Practice Opportunity 1.mp4	MP4	8.59 MB
009 Practice Opportunity 1_en.srt	SRT	3.63 KB
010 Coding Task 2 - Perform EDA and Visualization.mp4	MP4	66.99 MB
010 Coding Task 2 - Perform EDA and Visualization_en.srt	SRT	14.32 KB
011 Practice Opportunity 2.mp4	MP4	17.8 MB
011 Practice Opportunity 2_en.srt	SRT	4.32 KB
012 Coding Task 3 - Prepare the Data for Model Training.mp4	MP4	9.06 MB
012 Coding Task 3 - Prepare the Data for Model Training_en.srt	SRT	3.63 KB
013 Practice Opportunity 3.mp4	MP4	13.32 MB
013 Practice Opportunity 3_en.srt	SRT	4.58 KB
014 Coding Task 4 - Train and Test XG-Boost Algorithm.mp4	MP4	21.06 MB
014 Coding Task 4 - Train and Test XG-Boost Algorithm_en.srt	SRT	8.35 KB
015 Practice Opportunity 4.mp4	MP4	9.98 MB
015 Practice Opportunity 4_en.srt	SRT	4.4 KB
016 Final Capstone Project Question.mp4	MP4	5.2 MB
016 Final Capstone Project Question_en.srt	SRT	3.28 KB
017 Final Capstone Project Solution.mp4	MP4	182.72 MB
017 Final Capstone Project Solution_en.srt	SRT	25.8 KB
018 Day End Message.mp4	MP4	1.18 MB
018 Day End Message_en.srt	SRT	353 B

22 - Day 17 Built-in SageMaker XG-Boost Algorithm

001 Day Welcome Message.mp4	MP4	3.95 MB
001 Day Welcome Message_en.srt	SRT	937 B
002 Please Download Today's Materials.html	HTML	239 B
002 XG-Boost-in-SageMaker.zip	ZIP	4.35 MB
003 Project Overview.mp4	MP4	16.43 MB
003 Project Overview_en.srt	SRT	5.95 KB
004 SageMaker Built-in XG-Boost Algorithm.mp4	MP4	191.48 MB
004 SageMaker Built-in XG-Boost Algorithm_en.srt	SRT	16.84 KB
005 Coding Task 1 - Import datalibraries and Perform EDA.mp4	MP4	45.58 MB
005 Coding Task 1 - Import datalibraries and Perform EDA_en.srt	SRT	8.87 KB
006 Coding Task 2 - Train SageMaker Built-in XG-Boost Algorithm - Part 1.mp4	MP4	80.49 MB
006 Coding Task 2 - Train SageMaker Built-in XG-Boost Algorithm - Part 1_en.srt	SRT	15.62 KB
007 Coding Task 3 - Train SageMaker Built-in XG-Boost Algorithm - Part 2.mp4	MP4	62.65 MB
007 Coding Task 3 - Train SageMaker Built-in XG-Boost Algorithm - Part 2_en.srt	SRT	11.83 KB
008 Coding Task 4 - Deploy Trained SageMaker Built-in XG-Boost Algorithm.mp4	MP4	113.83 MB
008 Coding Task 4 - Deploy Trained SageMaker Built-in XG-Boost Algorithm_en.srt	SRT	16.58 KB
009 Practice Opportunity 1.mp4	MP4	45.85 MB
009 Practice Opportunity 1_en.srt	SRT	7.46 KB
010 Final Capstone Project Question.mp4	MP4	6.91 MB
010 Final Capstone Project Question_en.srt	SRT	4.02 KB
011 Final Capstone Project Solution - Part 1.mp4	MP4	70.16 MB
011 Final Capstone Project Solution - Part 1_en.srt	SRT	13.84 KB
012 Final Capstone Project Solution - Part 2.mp4	MP4	82.86 MB
012 Final Capstone Project Solution - Part 2_en.srt	SRT	13.77 KB
013 Day End Message.mp4	MP4	2.43 MB
013 Day End Message_en.srt	SRT	350 B

23 - Day 18 AWS SageMaker JumpStart

001 Day Welcome Message.mp4	MP4	4.27 MB
001 Day Welcome Message_en.srt	SRT	995 B
002 AWS-SageMaker-JumpStart.zip	ZIP	6.3 MB
002 Please Download Today's Materials.html	HTML	516 B
003 Project Introduction and Key Learning Outcomes.mp4	MP4	11.62 MB
003 Project Introduction and Key Learning Outcomes_en.srt	SRT	4.32 KB
004 AWS SageMaker JumpStart Overview.mp4	MP4	41.02 MB
004 AWS SageMaker JumpStart Overview_en.srt	SRT	15.11 KB
005 Data Split for SageMaker JumpStart.mp4	MP4	69.48 MB
005 Data Split for SageMaker JumpStart_en.srt	SRT	13.15 KB
006 JumpStart Demo Part 1 - Data Upload.mp4	MP4	71.19 MB
006 JumpStart Demo Part 1 - Data Upload_en.srt	SRT	19.5 KB
007 JumpStart Demo Part 2 - Train the Model.mp4	MP4	16.69 MB
007 JumpStart Demo Part 2 - Train the Model_en.srt	SRT	7.91 KB
008 JumpStart Demo Part 3 - Deploy an Endpoint.mp4	MP4	12.51 MB
008 JumpStart Demo Part 3 - Deploy an Endpoint_en.srt	SRT	5.85 KB
009 JumpStart Demo Part 4 - Invoke Endpoint.mp4	MP4	86.33 MB
009 JumpStart Demo Part 4 - Invoke Endpoint_en.srt	SRT	17.85 KB
010 Final Capstone Project Question.mp4	MP4	20.23 MB
010 Final Capstone Project Question_en.srt	SRT	5.61 KB
011 Final Capstone Project Solution Part 1.mp4	MP4	51.13 MB
011 Final Capstone Project Solution Part 1_en.srt	SRT	11.03 KB
012 Final Capstone Project Solution Part 2.mp4	MP4	54.38 MB
012 Final Capstone Project Solution Part 2_en.srt	SRT	14.16 KB
013 Day End Message.mp4	MP4	1.34 MB
013 Day End Message_en.srt	SRT	368 B

24 - PART 5 HYPERPARAMETERS OPTIMIZATION

001 Welcome to Part 5 on Hyperparameters Optimization.html	HTML	321 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

25 - Day 19 Hyperparameters Optimization (GridSearch, Bayesian & Random)

001 Day Welcome Message.mp4	MP4	6.84 MB
001 Day Welcome Message_en.srt	SRT	1.66 KB
002 Hyperparameters-Optimization-SKLearn.zip	ZIP	3.5 MB
002 Please Download Today's Materials.html	HTML	257 B
003 Project Overview and Card.mp4	MP4	70.93 MB
003 Project Overview and Card_en.srt	SRT	9.15 KB
004 Hyperparameters 101.mp4	MP4	121.66 MB
004 Hyperparameters 101_en.srt	SRT	12.74 KB
005 Hyperparameters Optimization Strategies.mp4	MP4	82.3 MB
005 Hyperparameters Optimization Strategies_en.srt	SRT	14.42 KB
006 Bias Variance Tradeoff.mp4	MP4	205.65 MB
006 Bias Variance Tradeoff_en.srt	SRT	22.18 KB
007 L2 Regularization (Ridge Regression).mp4	MP4	127.3 MB
007 L2 Regularization (Ridge Regression)_en.srt	SRT	12.77 KB
008 L1 Regularization (Lasso Regression).mp4	MP4	95.33 MB
008 L1 Regularization (Lasso Regression)_en.srt	SRT	8.84 KB
009 Coding Task 1 - Import Libraries and Datasets.mp4	MP4	18.45 MB
009 Coding Task 1 - Import Libraries and Datasets_en.srt	SRT	7.49 KB
010 Practice Opportunity 1.mp4	MP4	15.46 MB
010 Practice Opportunity 1_en.srt	SRT	3.4 KB
011 Coding Task 2 - Perform Data Cleaning.mp4	MP4	59.08 MB
011 Coding Task 2 - Perform Data Cleaning_en.srt	SRT	8.85 KB
012 Coding Task 3 - Perform Data Visualization.mp4	MP4	50.89 MB
012 Coding Task 3 - Perform Data Visualization_en.srt	SRT	11.45 KB
013 Practice Opportunity 2.mp4	MP4	15.85 MB
013 Practice Opportunity 2_en.srt	SRT	3.57 KB
014 Coding Task 4 - Split the Data into TrainingTesting.mp4	MP4	37.73 MB
014 Coding Task 4 - Split the Data into TrainingTesting_en.srt	SRT	8.06 KB
015 Coding Task 5 - Train an XG-Boost Algorithm in SKLearn.mp4	MP4	24.87 MB
015 Coding Task 5 - Train an XG-Boost Algorithm in SKLearn_en.srt	SRT	8.26 KB
016 Practice Opportunity 3.mp4	MP4	7.72 MB
016 Practice Opportunity 3_en.srt	SRT	4.22 KB
017 Coding Task 6 - Hyperparameters Optimization Using GridSearchCV.mp4	MP4	55.51 MB
017 Coding Task 6 - Hyperparameters Optimization Using GridSearchCV_en.srt	SRT	10.5 KB
018 Practice Opportunity 4.mp4	MP4	36.05 MB
018 Practice Opportunity 4_en.srt	SRT	7.14 KB
019 Coding Task 7 - Hyperparameters Using Random Search.mp4	MP4	19.8 MB
019 Coding Task 7 - Hyperparameters Using Random Search_en.srt	SRT	6.4 KB
020 Coding Task 8 - Hyperparameters Optimization Using Bayesian Optimizers.mp4	MP4	33.18 MB
020 Coding Task 8 - Hyperparameters Optimization Using Bayesian Optimizers_en.srt	SRT	6.59 KB
021 Final Capstone Project Question.mp4	MP4	6.48 MB
021 Final Capstone Project Question_en.srt	SRT	3.35 KB
022 Final Capstone Project Solution.mp4	MP4	48.36 MB
022 Final Capstone Project Solution_en.srt	SRT	9.62 KB
023 Day End Message.mp4	MP4	2.03 MB
023 Day End Message_en.srt	SRT	271 B

26 - Day 20 Hyperparameters Optimization in SageMaker

001 Day Welcome Message.mp4	MP4	4.68 MB
001 Day Welcome Message_en.srt	SRT	1.13 KB
002 Hyperparameters-Optimization-Using-SageMaker.zip	ZIP	4.74 MB
002 Please Download Today's Materials.html	HTML	248 B
003 Project Overview.mp4	MP4	46.72 MB
003 Project Overview_en.srt	SRT	12.59 KB
004 Coding Task 1 - Import and Clean Datasets.mp4	MP4	28.99 MB
004 Coding Task 1 - Import and Clean Datasets_en.srt	SRT	8.77 KB
005 Coding Task 2 - Visualize Data.mp4	MP4	41.62 MB
005 Coding Task 2 - Visualize Data_en.srt	SRT	8.36 KB
006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization).mp4	MP4	104.86 MB
006 Coding Task 3 - Train an XG-Boost Algo (without Hyperparameters Optimization)_en.srt	SRT	20.04 KB
007 Coding Task 4 - DeployTest XG-Boost Algo (without Hyperparameters Optimization).mp4	MP4	49.78 MB
007 Coding Task 4 - DeployTest XG-Boost Algo (without Hyperparameters Optimization)_en.srt	SRT	7.87 KB
008 Coding Task 5 - Perform HyperParameters Optimization in SageMaker.mp4	MP4	82.04 MB
008 Coding Task 5 - Perform HyperParameters Optimization in SageMaker_en.srt	SRT	12.74 KB
009 Deploy Best Model and Assess its Performance.mp4	MP4	61.21 MB
009 Deploy Best Model and Assess its Performance_en.srt	SRT	7.57 KB
010 Final Capstone Project Question.mp4	MP4	19.64 MB
010 Final Capstone Project Question_en.srt	SRT	2.58 KB
011 Final Capstone Project Solution Part 1.mp4	MP4	84.36 MB
011 Final Capstone Project Solution Part 1_en.srt	SRT	11.54 KB
012 Final Capstone Project Solution Part 2.mp4	MP4	37.85 MB
012 Final Capstone Project Solution Part 2_en.srt	SRT	6.08 KB
013 Final Capstone Project Solution Part 3.mp4	MP4	25.12 MB
013 Final Capstone Project Solution Part 3_en.srt	SRT	4.65 KB
014 Final Capstone Project Solution Part 4.mp4	MP4	36.11 MB
014 Final Capstone Project Solution Part 4_en.srt	SRT	7 KB
015 Day End Message.mp4	MP4	2.08 MB
015 Day End Message_en.srt	SRT	279 B

27 - PART 6 MACHINE LEARNING CLASSIFICATION & ChatGPT FOR PROGRAMMERS

001 Welcome to Part 6 on Machine Learning Classification.html	HTML	669 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

28 - Day 21 Classifiers - SVM, KNN, Logistic Regression, Naive Bayes, Random Forest

001 Day Welcome Message.mp4	MP4	7.68 MB
001 Day Welcome Message_en.srt	SRT	1.67 KB
002 Compare-SKLearn-Classifier-Models.zip	ZIP	4.48 MB
002 Please Download Today's Materials.html	HTML	225 B
003 Project Overview.mp4	MP4	16.53 MB
003 Project Overview_en.srt	SRT	4.06 KB
004 Coding Task 1 - Import Libraries and Datasets.mp4	MP4	20.31 MB
004 Coding Task 1 - Import Libraries and Datasets_en.srt	SRT	7.1 KB
005 Practice Opportunity 1.mp4	MP4	14.12 MB
005 Practice Opportunity 1_en.srt	SRT	3.92 KB
006 Coding Task 2 - Perform Data Visualization.mp4	MP4	65.88 MB
006 Coding Task 2 - Perform Data Visualization_en.srt	SRT	12.05 KB
007 Practice Opportunity 2.mp4	MP4	27.93 MB
007 Practice Opportunity 2_en.srt	SRT	5.53 KB
008 Coding Task 3 - Plot Feature Importance.mp4	MP4	29.86 MB
008 Coding Task 3 - Plot Feature Importance_en.srt	SRT	9.37 KB
009 Coding Task 4 - Logistic Regression.mp4	MP4	26.27 MB
009 Coding Task 4 - Logistic Regression_en.srt	SRT	11.71 KB
010 Classifier Models Key Performance Indicators (KPIs) & Metrics.mp4	MP4	63.51 MB
010 Classifier Models Key Performance Indicators (KPIs) & Metrics_en.srt	SRT	19.46 KB
011 Practice Opportunity 3.mp4	MP4	20.02 MB
011 Practice Opportunity 3_en.srt	SRT	5.01 KB
012 Coding Task 5 - Support Vector Machines (SVM).mp4	MP4	50.64 MB
012 Coding Task 5 - Support Vector Machines (SVM)_en.srt	SRT	12.92 KB
013 Coding Task 6 - Random Forest Classifier Model.mp4	MP4	41.19 MB
013 Coding Task 6 - Random Forest Classifier Model_en.srt	SRT	10.15 KB
014 Coding Task 7 - K Nearest Neighbors (KNN).mp4	MP4	58.62 MB
014 Coding Task 7 - K Nearest Neighbors (KNN)_en.srt	SRT	13.3 KB
015 Practice Opportunity 4.mp4	MP4	10.16 MB
015 Practice Opportunity 4_en.srt	SRT	2.95 KB
016 Coding Task 8 - Naïve Bayes Classifier Models.mp4	MP4	45.69 MB
016 Coding Task 8 - Naïve Bayes Classifier Models_en.srt	SRT	20.13 KB
017 Practice Opportunity 5.mp4	MP4	37.21 MB
017 Practice Opportunity 5_en.srt	SRT	6.45 KB
018 Coding Task 9 - Compare Classifier Models.mp4	MP4	24.85 MB
018 Coding Task 9 - Compare Classifier Models_en.srt	SRT	8.38 KB
019 Coding Task 10 - Concluding Remarks.mp4	MP4	6.57 MB
019 Coding Task 10 - Concluding Remarks_en.srt	SRT	3.27 KB
020 Day End Message.mp4	MP4	1.06 MB
020 Day End Message_en.srt	SRT	381 B

29 - Day 22 XG-Boost Classification in AWS SageMaker

001 Day Welcome Message.mp4	MP4	5.23 MB
001 Day Welcome Message_en.srt	SRT	1.24 KB
002 Please download today's Materials.html	HTML	257 B
002 XG-Boost-Classification.zip	ZIP	7.71 MB
003 Project Overview.mp4	MP4	70.61 MB
003 Project Overview_en.srt	SRT	8.49 KB
004 XG-Boost 101 [Review].mp4	MP4	71.22 MB
004 XG-Boost 101 [Review]_en.srt	SRT	11.69 KB
005 Classifier Models KPIs.mp4	MP4	63.52 MB
005 Classifier Models KPIs_en.srt	SRT	19.46 KB
006 Coding Task 1 - Understand the Problem Statement and Load Data.mp4	MP4	17.28 MB
006 Coding Task 1 - Understand the Problem Statement and Load Data_en.srt	SRT	7.13 KB
007 Practice Opportunity 1.mp4	MP4	22.12 MB
007 Practice Opportunity 1_en.srt	SRT	4.75 KB
008 Coding Task 2 - Perform Data Visualization.mp4	MP4	135.98 MB
008 Coding Task 2 - Perform Data Visualization_en.srt	SRT	25.8 KB
009 Practice Opportunity 2.mp4	MP4	15.07 MB
009 Practice Opportunity 2_en.srt	SRT	5.68 KB
010 Coding Task 3 - Prepare the data for Model Training.mp4	MP4	17.98 MB
010 Coding Task 3 - Prepare the data for Model Training_en.srt	SRT	5.86 KB
011 Coding Task 4 - Train and Evaluate XG-Boost.mp4	MP4	41.65 MB
011 Coding Task 4 - Train and Evaluate XG-Boost_en.srt	SRT	9.74 KB
012 Practice Opportunity 3.mp4	MP4	26.84 MB
012 Practice Opportunity 3_en.srt	SRT	6.04 KB
013 Coding Task 5 - Train XG-Boost SageMaker.mp4	MP4	84.86 MB
013 Coding Task 5 - Train XG-Boost SageMaker_en.srt	SRT	18.16 KB
014 Coding Task 6 - Deploy and Test XG-Boost Model.mp4	MP4	56.67 MB
014 Coding Task 6 - Deploy and Test XG-Boost Model_en.srt	SRT	12.3 KB
015 Practice Opportunity 4.mp4	MP4	36.02 MB
015 Practice Opportunity 4_en.srt	SRT	6.96 KB
016 Final Capstone Project Question.mp4	MP4	37.45 MB
016 Final Capstone Project Question_en.srt	SRT	10.44 KB
017 Final Capstone Project Solution Part 1.mp4	MP4	55.2 MB
017 Final Capstone Project Solution Part 1_en.srt	SRT	12.22 KB
018 Final Capstone Project Solution Part 2.mp4	MP4	44.03 MB
018 Final Capstone Project Solution Part 2_en.srt	SRT	10.02 KB
019 Day End Message.mp4	MP4	1.09 MB
019 Day End Message_en.srt	SRT	292 B

30 - Day 23 K Nearest Neighbors (KNN) in SageMaker

001 Day Welcome Message.mp4	MP4	6.44 MB
001 Day Welcome Message_en.srt	SRT	1.58 KB
002 KNN-for-Classification.zip	ZIP	2.99 MB
002 Please download today's materials.html	HTML	192 B
003 Project Overview.mp4	MP4	10.8 MB
003 Project Overview_en.srt	SRT	4.12 KB
004 K Nearest Neighbors Algorithm 101.mp4	MP4	142.15 MB
004 K Nearest Neighbors Algorithm 101_en.srt	SRT	14.13 KB
005 K Nearest Neighbors in SageMaker.mp4	MP4	47.35 MB
005 K Nearest Neighbors in SageMaker_en.srt	SRT	8.66 KB
006 Coding Task 1 - Import Libraries and Datasets.mp4	MP4	28.93 MB
006 Coding Task 1 - Import Libraries and Datasets_en.srt	SRT	6.39 KB
007 Practice Opportunity 1.mp4	MP4	12.57 MB
007 Practice Opportunity 1_en.srt	SRT	4.2 KB
008 Coding Task 2 - Perform Data Visualization.mp4	MP4	30.65 MB
008 Coding Task 2 - Perform Data Visualization_en.srt	SRT	10.75 KB
009 Practice Opportunity 2.mp4	MP4	7.86 MB
009 Practice Opportunity 2_en.srt	SRT	3.29 KB
010 Coding Task 3 - Split the data.mp4	MP4	8.94 MB
010 Coding Task 3 - Split the data_en.srt	SRT	3.68 KB
011 Coding Task 4 - Train KNN Model in SKLearn.mp4	MP4	15.02 MB
011 Coding Task 4 - Train KNN Model in SKLearn_en.srt	SRT	5.12 KB
012 Coding Task 5 - Evaluate Trained Model Performance.mp4	MP4	12.58 MB
012 Coding Task 5 - Evaluate Trained Model Performance_en.srt	SRT	5.37 KB
013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm.mp4	MP4	89.28 MB
013 Coding Task 6 - Train SageMaker Built-in KNN Algorithm_en.srt	SRT	18.98 KB
014 Coding Task 7 - Evaluate trained model performance.mp4	MP4	64.35 MB
014 Coding Task 7 - Evaluate trained model performance_en.srt	SRT	11.4 KB
015 Final Capstone Project Question.mp4	MP4	4.47 MB
015 Final Capstone Project Question_en.srt	SRT	2.72 KB
016 Final Capstone Project Solution.mp4	MP4	37.06 MB
016 Final Capstone Project Solution_en.srt	SRT	15.12 KB
017 Day End Message.mp4	MP4	1.19 MB
017 Day End Message_en.srt	SRT	341 B

31 - Day 24 ChatGPT for Programmers

001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4.mp4	MP4	36.28 MB
001 Find the Proper Programming Language Syntax Using ChatGPT and GPT-4_en.srt	SRT	17.15 KB
002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT.mp4	MP4	62.19 MB
002 Prepare a Study Plan and Find Best Resources (CoursesBooks) with ChatGPT_en.srt	SRT	15.78 KB
003 Perform Code Generation and Design Using ChatGPT.mp4	MP4	30.56 MB
003 Perform Code Generation and Design Using ChatGPT_en.srt	SRT	14.84 KB
004 Perform Code Debugging Using ChatGPT.mp4	MP4	54.27 MB
004 Perform Code Debugging Using ChatGPT_en.srt	SRT	15.41 KB
005 Optimize Your Code With ChatGPT.mp4	MP4	48.26 MB
005 Optimize Your Code With ChatGPT_en.srt	SRT	19.79 KB
006 Conduct Code Review With ChatGPT.mp4	MP4	61.33 MB
006 Conduct Code Review With ChatGPT_en.srt	SRT	16.84 KB
007 Leverage ChatGPT to Add New Features to Your Code.mp4	MP4	63.11 MB
007 Leverage ChatGPT to Add New Features to Your Code_en.srt	SRT	16.82 KB
008 Use ChatGPT to Test and Validate Your Code.mp4	MP4	38.22 MB
008 Use ChatGPT to Test and Validate Your Code_en.srt	SRT	15.5 KB
009 Perform Code Documentation With ChatGPT.mp4	MP4	48.64 MB
009 Perform Code Documentation With ChatGPT_en.srt	SRT	13.92 KB
010 Convert from One Programming Language to Another Using ChatGPT.mp4	MP4	33.51 MB
010 Convert from One Programming Language to Another Using ChatGPT_en.srt	SRT	13.33 KB

32 - PART 7 AUTOML & NO-CODE ML

001 Welcome to Part 7 on AutoML and No-Code ML Development.html

HTML

377 B

33 - Day 25 No-Code ML - AutoGluon for Regression Type Problems

001 Day Welcome Message.mp4	MP4	7.79 MB
001 Day Welcome Message_en.srt	SRT	1.8 KB
002 AutoGluon-for-Tabular-ML-Regression.zip	ZIP	5.78 MB
002 Please Download Today's Materials.html	HTML	292 B
003 Project Overview & AutoGluon for Tabular Data.mp4	MP4	9.85 MB
003 Project Overview & AutoGluon for Tabular Data_en.srt	SRT	5.2 KB
004 AI Applications in Business.mp4	MP4	57.05 MB
004 AI Applications in Business_en.srt	SRT	9.41 KB
005 Practice Opportunity.mp4	MP4	68.16 MB
005 Practice Opportunity_en.srt	SRT	11.03 KB
006 Regression Recap.mp4	MP4	66.36 MB
006 Regression Recap_en.srt	SRT	6.27 KB
007 AutoGluon 101.mp4	MP4	73.77 MB
007 AutoGluon 101_en.srt	SRT	12.57 KB
008 AutoGluon Presets and Fit Parameters.mp4	MP4	56.19 MB
008 AutoGluon Presets and Fit Parameters_en.srt	SRT	17.38 KB
009 Coding Task 1 - Import AutoGluon and data Import.mp4	MP4	31.4 MB
009 Coding Task 1 - Import AutoGluon and data Import_en.srt	SRT	6.5 KB
010 Practice Opportunity 1.mp4	MP4	12.74 MB
010 Practice Opportunity 1_en.srt	SRT	2.95 KB
011 Coding Task 2 - Perform Exploratory Data Analysis (EDA).mp4	MP4	14.14 MB
011 Coding Task 2 - Perform Exploratory Data Analysis (EDA)_en.srt	SRT	6.87 KB
012 Practice Opportunity 2.mp4	MP4	10.59 MB
012 Practice Opportunity 2_en.srt	SRT	4.17 KB
013 Coding Task 3 - Visualize Dataset.mp4	MP4	38.95 MB
013 Coding Task 3 - Visualize Dataset_en.srt	SRT	7.95 KB
014 Practice Opportunity 3.mp4	MP4	21.79 MB
014 Practice Opportunity 3_en.srt	SRT	4.35 KB
015 Coding Task 4 - Train Models with AutoGluon.mp4	MP4	93.05 MB
015 Coding Task 4 - Train Models with AutoGluon_en.srt	SRT	14.18 KB
016 Coding Task 5 - Evaluate Trained Models.mp4	MP4	62.06 MB
016 Coding Task 5 - Evaluate Trained Models_en.srt	SRT	12.37 KB
017 Practice Opportunity 4.mp4	MP4	33.83 MB
017 Practice Opportunity 4_en.srt	SRT	6.8 KB
018 Final Capstone Project Question.mp4	MP4	18.66 MB
018 Final Capstone Project Question_en.srt	SRT	8.38 KB
019 Final Capstone Project Solution Part 1.mp4	MP4	47.7 MB
019 Final Capstone Project Solution Part 1_en.srt	SRT	8.37 KB
020 Final Capstone Project Solution Part 2.mp4	MP4	98.92 MB
020 Final Capstone Project Solution Part 2_en.srt	SRT	12.82 KB
021 Final Capstone Project Solution Part 3.mp4	MP4	37.78 MB
021 Final Capstone Project Solution Part 3_en.srt	SRT	4.98 KB
022 Day End Message.mp4	MP4	2.67 MB
022 Day End Message_en.srt	SRT	377 B

34 - Day 26 No-Code ML - AutoGluon for Classification Type Problems

001 Day Welcome Message.mp4	MP4	7.4 MB
001 Day Welcome Message_en.srt	SRT	1.74 KB
002 AutoGluon-for-Tabular-ML-Classification.zip	ZIP	5.54 MB
002 Please Download Today's Materials.html	HTML	299 B
003 Project Overview.mp4	MP4	16.37 MB
003 Project Overview_en.srt	SRT	6.42 KB
004 Classification Models KPIs [ReviewSkip if Familiar].mp4	MP4	30.54 MB
004 Classification Models KPIs [ReviewSkip if Familiar]_en.srt	SRT	9.19 KB
005 AutoGluon for Classification Tasks.mp4	MP4	73.64 MB
005 AutoGluon for Classification Tasks_en.srt	SRT	9.51 KB
006 Coding Task 1 - Import Datasets and AutoGloun.mp4	MP4	26.37 MB
006 Coding Task 1 - Import Datasets and AutoGloun_en.srt	SRT	4.4 KB
007 Practice Opportunity 1.mp4	MP4	31.71 MB
007 Practice Opportunity 1_en.srt	SRT	6.78 KB
008 Coding Task 2 - Perform Exploratory Data Analysis.mp4	MP4	86.44 MB
008 Coding Task 2 - Perform Exploratory Data Analysis_en.srt	SRT	13.07 KB
009 Practice Opportunity 2.mp4	MP4	18.79 MB
009 Practice Opportunity 2_en.srt	SRT	3.55 KB
010 Coding Task 3 - Train Classification Model using AutoGluon.mp4	MP4	39.96 MB
010 Coding Task 3 - Train Classification Model using AutoGluon_en.srt	SRT	7.69 KB
011 Coding Task 4 - Evaluate Classification Model using AutoGluon.mp4	MP4	37.89 MB
011 Coding Task 4 - Evaluate Classification Model using AutoGluon_en.srt	SRT	7.71 KB
012 Practice Opportunity 3.mp4	MP4	33.25 MB
012 Practice Opportunity 3_en.srt	SRT	6.25 KB
013 Final Capstone Project Question.mp4	MP4	16.54 MB
013 Final Capstone Project Question_en.srt	SRT	4.27 KB
014 Final Capstone Project Solution Part 1.mp4	MP4	77.29 MB
014 Final Capstone Project Solution Part 1_en.srt	SRT	8.42 KB
015 Final Capstone Project Solution Part 2.mp4	MP4	46.55 MB
015 Final Capstone Project Solution Part 2_en.srt	SRT	6.56 KB
016 Final Capstone Project Solution Part 3.mp4	MP4	18.93 MB
016 Final Capstone Project Solution Part 3_en.srt	SRT	3.46 KB
017 Day End Message.mp4	MP4	2.55 MB
017 Day End Message_en.srt	SRT	375 B

35 - Day 27 No-Code ML - Amazon SageMaker Autopilot

001 Day Welcome Message.mp4	MP4	7.1 MB
001 Day Welcome Message_en.srt	SRT	1.69 KB
002 Please Download Today's Materials.html	HTML	288 B
002 SageMaker-Autopilot.zip	ZIP	4.08 MB
003 Project Overview.mp4	MP4	16.6 MB
003 Project Overview_en.srt	SRT	6.25 KB
004 Amazon SageMaker Autopilot.mp4	MP4	125.46 MB
004 Amazon SageMaker Autopilot_en.srt	SRT	20.64 KB
005 SageMaker Autopilot Demo 1 - Upload Data and Train Model.mp4	MP4	31.68 MB
005 SageMaker Autopilot Demo 1 - Upload Data and Train Model_en.srt	SRT	17.89 KB
006 SageMaker Autopilot Demo 2 - Analyze Trained Models.mp4	MP4	26.67 MB
006 SageMaker Autopilot Demo 2 - Analyze Trained Models_en.srt	SRT	10.73 KB
007 SageMaker Autopilot Demo 3 - Candidate Notebooks & Model Deployment.mp4	MP4	80.36 MB
007 SageMaker Autopilot Demo 3 - Candidate Notebooks & Model Deployment_en.srt	SRT	13.35 KB
008 Resources Cleanup [Important].mp4	MP4	6.04 MB
008 Resources Cleanup [Important]_en.srt	SRT	2.75 KB
009 Final Capstone Project Question.mp4	MP4	4.72 MB
009 Final Capstone Project Question_en.srt	SRT	2.78 KB
010 Final Capstone Project Solution 1.mp4	MP4	62.45 MB
010 Final Capstone Project Solution 1_en.srt	SRT	10.2 KB
011 Final Capstone Project Solution 2.mp4	MP4	78.74 MB
011 Final Capstone Project Solution 2_en.srt	SRT	11.69 KB
012 Day End Message.mp4	MP4	1.44 MB
012 Day End Message_en.srt	SRT	394 B

36 - Day 28 No-Code ML - AWS SageMaker Canvas for Classification & Regression Tasks

001 Day Welcome Message.mp4	MP4	5.19 MB
001 Day Welcome Message_en.srt	SRT	1.32 KB
002 No-Code-with-AWS-SageMaker-Canvas.zip	ZIP	3.84 MB
002 Please Download Today's Materials.html	HTML	182 B
003 Project Overview.mp4	MP4	33.61 MB
003 Project Overview_en.srt	SRT	9.47 KB
004 AWS SageMaker Canvas 101.mp4	MP4	42.65 MB
004 AWS SageMaker Canvas 101_en.srt	SRT	12.56 KB
005 Success Stories in Human Resources.mp4	MP4	30.96 MB
005 Success Stories in Human Resources_en.srt	SRT	10.71 KB
006 Project Demo Part 1 - Upload data to S3 and Launch Canvas.mp4	MP4	35.53 MB
006 Project Demo Part 1 - Upload data to S3 and Launch Canvas_en.srt	SRT	9.06 KB
007 Project Demo Part 2 - Train the Model.mp4	MP4	26.57 MB
007 Project Demo Part 2 - Train the Model_en.srt	SRT	18.88 KB
008 Project Demo Part 3 - Model Evaluation and Analysis.mp4	MP4	61.77 MB
008 Project Demo Part 3 - Model Evaluation and Analysis_en.srt	SRT	19.84 KB
009 Project Demo Part 4 - Generate Predictions.mp4	MP4	14.45 MB
009 Project Demo Part 4 - Generate Predictions_en.srt	SRT	9.32 KB
010 Final End-of-Day Capstone Project Question.mp4	MP4	13.07 MB
010 Final End-of-Day Capstone Project Question_en.srt	SRT	4.11 KB
011 Final End-of-Day Capstone Project Solution.mp4	MP4	42.11 MB
011 Final End-of-Day Capstone Project Solution_en.srt	SRT	21.32 KB
012 Shutting Down SageMaker Canvas [Important].mp4	MP4	1.99 MB
012 Shutting Down SageMaker Canvas [Important]_en.srt	SRT	1.47 KB
013 Appendix Review Classification Models KPIs.mp4	MP4	63.53 MB
013 Appendix Review Classification Models KPIs_en.srt	SRT	19.46 KB
014 Day End Message.mp4	MP4	2.71 MB
014 Day End Message_en.srt	SRT	377 B
GetFreeCourses.Co.url	URL	116 B
How you can help GetFreeCourses.Co.txt	TXT	182 B

37 - PART 8 MACHINE LEARNING WORKFLOWS

001 Welcome to Part 8 on Machine Learning Workflows.html

HTML

684 B

38 - Day 29 Lambda Functions Using AWS Console

001 Day Welcome Message.mp4	MP4	5.07 MB
001 Day Welcome Message_en.srt	SRT	1.15 KB
002 AWS-Lambda-Functions-1.pptx	PPTX	5.06 MB
002 Please Download Today's Materials.html	HTML	67 B
003 Introduction to AWS Lambda and Key Learning Outcomes.mp4	MP4	15.54 MB
003 Introduction to AWS Lambda and Key Learning Outcomes_en.srt	SRT	5.76 KB
004 Machine Learning Workflows 101.mp4	MP4	80.85 MB
004 Machine Learning Workflows 101_en.srt	SRT	14.25 KB
005 AWS Lambda Functions 101.mp4	MP4	96.44 MB
005 AWS Lambda Functions 101_en.srt	SRT	17.88 KB
006 AWS Lambda Functions Anatomy.mp4	MP4	16.94 MB
006 AWS Lambda Functions Anatomy_en.srt	SRT	5.28 KB
007 Demo #1 Define and Test AWS Lambda Function.mp4	MP4	27.03 MB
007 Demo #1 Define and Test AWS Lambda Function_en.srt	SRT	13.37 KB
008 Demo #2 Part #1 Define a Lambda Function.mp4	MP4	42.14 MB
008 Demo #2 Part #1 Define a Lambda Function_en.srt	SRT	13.43 KB
009 Demo #2 Part #2 Test a Lambda Function.mp4	MP4	20.37 MB
009 Demo #2 Part #2 Test a Lambda Function_en.srt	SRT	5.58 KB
010 Demo #2 Part #3 Monitor a Lambda Function.mp4	MP4	41.46 MB
010 Demo #2 Part #3 Monitor a Lambda Function_en.srt	SRT	9 KB
011 Final Capstone Project Question.mp4	MP4	13.18 MB
011 Final Capstone Project Question_en.srt	SRT	3.8 KB
012 Final Capstone Project Solution.mp4	MP4	64.74 MB
012 Final Capstone Project Solution_en.srt	SRT	21.42 KB
013 Day End Message.mp4	MP4	1.67 MB
013 Day End Message_en.srt	SRT	244 B

39 - Day 30 Lambda Functions Using AWS SageMaker Boto3 SDK

001 Day Welcome Message.mp4	MP4	19.13 MB
001 Day Welcome Message_en.srt	SRT	1.18 KB
002 AWS-Lambda-Functions-2.zip	ZIP	3.82 MB
002 Please Download Today's Materials.html	HTML	296 B
003 Introduction and Key Learning Outcomes.mp4	MP4	14.76 MB
003 Introduction and Key Learning Outcomes_en.srt	SRT	5.15 KB
004 Synchronous Vs. Asynchronous Invocations.mp4	MP4	97.21 MB
004 Synchronous Vs. Asynchronous Invocations_en.srt	SRT	8.64 KB
005 Define a Lambda Function Using Boto3 SDK.mp4	MP4	121.86 MB
005 Define a Lambda Function Using Boto3 SDK_en.srt	SRT	30.81 KB
006 Invoke a Lambda Function Using Boto3 SDK.mp4	MP4	145.71 MB
006 Invoke a Lambda Function Using Boto3 SDK_en.srt	SRT	25.92 KB
007 Lambda Invocation with EventBridge.mp4	MP4	47.87 MB
007 Lambda Invocation with EventBridge_en.srt	SRT	10.2 KB
008 Final Capstone Project Question.mp4	MP4	10.77 MB
008 Final Capstone Project Question_en.srt	SRT	2.88 KB
009 Final Capstone Project Solution Part 1.mp4	MP4	71.59 MB
009 Final Capstone Project Solution Part 1_en.srt	SRT	18.04 KB
010 Final Capstone Project Solution Part 2.mp4	MP4	79.63 MB
010 Final Capstone Project Solution Part 2_en.srt	SRT	16.22 KB
011 Day End Message.mp4	MP4	2.8 MB
011 Day End Message_en.srt	SRT	428 B

Download Paid Udemy Courses For Free.url

URL

116 B

GetFreeCourses.Co.url

URL

116 B

How you can help GetFreeCourses.Co.txt

TXT

182 B

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2023 Become AWS SageMaker ML Engineer in 30 Days + ChatGPT

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