Udemy - Python for Data Science and Machine Learning Bootcamp [Updated]

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Udemy - Python for Data Science and Machine Learning Bootcamp [Updated]

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Udemy - Python for Data Science and Machine Learning Bootcamp [Updated]
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1. Course Introduction
1. Introduction to the Course.mp4
MP4
29.04 MB
1. Introduction to the Course.srt
SRT
5.9 KB
2. Course Help and Welcome.mp4
MP4
8.25 MB
2. Course Help and Welcome.srt
SRT
1.15 KB
3. Course FAQs.html
HTML
5.34 KB
3.1 Py_DS_ML_Bootcamp-master.zip.zip
ZIP
52.49 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization
1. Pandas Built-in Data Visualization.mp4
MP4
31.35 MB
1. Pandas Built-in Data Visualization.srt
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20.81 KB
2. Pandas Data Visualization Exercise.mp4
MP4
5.17 MB
2. Pandas Data Visualization Exercise.srt
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2.27 KB
3. Pandas Data Visualization Exercise- Solutions.mp4
MP4
28.6 MB
3. Pandas Data Visualization Exercise- Solutions.srt
SRT
13.3 KB
11. Python for Data Visualization - Plotly and Cufflinks
1. Introduction to Plotly and Cufflinks.mp4
MP4
12.51 MB
1. Introduction to Plotly and Cufflinks.srt
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5.47 KB
2. Plotly and Cufflinks.mp4
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51.15 MB
2. Plotly and Cufflinks.srt
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27.72 KB
12. Python for Data Visualization - Geographical Plotting
1. Introduction to Geographical Plotting.mp4
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1.94 MB
1. Introduction to Geographical Plotting.srt
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1.36 KB
2. Choropleth Maps - Part 1 - USA.mp4
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46.15 MB
2. Choropleth Maps - Part 1 - USA.srt
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26.28 KB
3. Choropleth Maps - Part 2 - World.mp4
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19.2 MB
3. Choropleth Maps - Part 2 - World.srt
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8.88 KB
4. Choropleth Exercises.mp4
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11.15 MB
4. Choropleth Exercises.srt
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5.74 KB
5. Choropleth Exercises - Solutions.mp4
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27.63 MB
5. Choropleth Exercises - Solutions.srt
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13.89 KB
13. Data Capstone Project
1. Welcome to the Data Capstone Projects!.mp4
MP4
3.98 MB
1. Welcome to the Data Capstone Projects!.srt
SRT
614 B
2. 911 Calls Project Overview.mp4
MP4
8.58 MB
2. 911 Calls Project Overview.srt
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3.64 KB
3. 911 Calls Solutions - Part 1.mp4
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39.79 MB
3. 911 Calls Solutions - Part 1.srt
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20.88 KB
4. 911 Calls Solutions - Part 2.mp4
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49.79 MB
4. 911 Calls Solutions - Part 2.srt
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26.49 KB
5. Bank Data.html
HTML
363 B
5.1 Download all_banks pickle file from this link.html
HTML
117 B
6. Finance Data Project Overview.mp4
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12.21 MB
6. Finance Data Project Overview.srt
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5.41 KB
7. Finance Project - Solutions Part 1.mp4
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47.26 MB
7. Finance Project - Solutions Part 1.srt
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24.32 KB
8. Finance Project - Solutions Part 2.mp4
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45.71 MB
8. Finance Project - Solutions Part 2.srt
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25.24 KB
9. Finance Project - Solutions Part 3.mp4
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16.56 MB
9. Finance Project - Solutions Part 3.srt
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8.88 KB
14. Introduction to Machine Learning
1. Welcome to the Machine Learning Section!.mp4
MP4
7.2 MB
1. Welcome to the Machine Learning Section!.srt
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991 B
2. Link for ISLR.html
HTML
560 B
2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html
HTML
123 B
2.2 Python DS Presentations.zip.zip
ZIP
2.8 MB
3. Supervised Learning Overview.mp4
MP4
40.04 MB
3. Supervised Learning Overview.srt
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13.42 KB
4. Evaluating Performance - Classification Error Metrics.mp4
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82.71 MB
4. Evaluating Performance - Classification Error Metrics.srt
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27.05 KB
5. Evaluating Performance - Regression Error Metrics.mp4
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23.69 MB
5. Evaluating Performance - Regression Error Metrics.srt
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9.17 KB
6. Machine Learning with Python.mp4
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16.79 MB
6. Machine Learning with Python.srt
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14.15 KB
15. Linear Regression
1. Linear Regression Theory.mp4
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8.56 MB
1. Linear Regression Theory.srt
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6.65 KB
2. model_selection Updates for SciKit Learn 0.18.html
HTML
845 B
3. Linear Regression with Python - Part 1.mp4
MP4
43.31 MB
3. Linear Regression with Python - Part 1.srt
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26.06 KB
4. Linear Regression with Python - Part 2.mp4
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16.05 MB
4. Linear Regression with Python - Part 2.srt
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10.08 KB
5. Linear Regression Project Overview.mp4
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10.79 MB
5. Linear Regression Project Overview.srt
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3.97 KB
6. Linear Regression Project Solution.mp4
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45.39 MB
6. Linear Regression Project Solution.srt
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26.08 KB
16. Cross Validation and Bias-Variance Trade-Off
1. Bias Variance Trade-Off.mp4
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11.6 MB
1. Bias Variance Trade-Off.srt
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9.71 KB
17. Logistic Regression
1. Logistic Regression Theory.mp4
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21.01 MB
1. Logistic Regression Theory.srt
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17.29 KB
2. Logistic Regression with Python - Part 1.mp4
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41.41 MB
2. Logistic Regression with Python - Part 1.srt
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26.22 KB
3. Logistic Regression with Python - Part 2.mp4
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34.21 MB
3. Logistic Regression with Python - Part 2.srt
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23.79 KB
4. Logistic Regression with Python - Part 3.mp4
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16.95 MB
4. Logistic Regression with Python - Part 3.srt
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11.75 KB
5. Logistic Regression Project Overview.mp4
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5.31 MB
5. Logistic Regression Project Overview.srt
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2.58 KB
6. Logistic Regression Project Solutions.mp4
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30.2 MB
6. Logistic Regression Project Solutions.srt
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14.72 KB
18. K Nearest Neighbors
1. KNN Theory.mp4
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9.91 MB
1. KNN Theory.srt
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8.01 KB
2. KNN with Python.mp4
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45.96 MB
2. KNN with Python.srt
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26.68 KB
3. KNN Project Overview.mp4
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4.98 MB
3. KNN Project Overview.srt
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2.19 KB
4. KNN Project Solutions.mp4
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52.66 MB
4. KNN Project Solutions.srt
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19.22 KB
19. Decision Trees and Random Forests
1. Introduction to Tree Methods.mp4
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12.06 MB
1. Introduction to Tree Methods.srt
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9.92 KB
2. Decision Trees and Random Forest with Python.mp4
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40.09 MB
2. Decision Trees and Random Forest with Python.srt
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20.13 KB
3. Decision Trees and Random Forest Project Overview.mp4
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11.96 MB
3. Decision Trees and Random Forest Project Overview.srt
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4.98 KB
4. Decision Trees and Random Forest Solutions Part 1.mp4
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30.86 MB
4. Decision Trees and Random Forest Solutions Part 1.srt
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17.14 KB
5. Decision Trees and Random Forest Solutions Part 2.mp4
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26.56 MB
5. Decision Trees and Random Forest Solutions Part 2.srt
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12.14 KB
2. Environment Set-Up
1. Python Environment Setup.mp4
MP4
76.35 MB
1. Python Environment Setup.srt
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19.99 KB
1.1 Py-DS-ML-Bootcamp-master.zip.zip
ZIP
52.49 MB
20. Support Vector Machines
1. SVM Theory.mp4
MP4
8.72 MB
1. SVM Theory.srt
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6.55 KB
2. Support Vector Machines with Python.mp4
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47.45 MB
2. Support Vector Machines with Python.srt
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24.79 KB
3. SVM Project Overview.mp4
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8.59 MB
3. SVM Project Overview.srt
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3.77 KB
4. SVM Project Solutions.mp4
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28.13 MB
4. SVM Project Solutions.srt
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13.21 KB
21. K Means Clustering
1. K Means Algorithm Theory.mp4
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9.61 MB
1. K Means Algorithm Theory.srt
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7.55 KB
2. K Means with Python.mp4
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29.96 MB
2. K Means with Python.srt
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17.37 KB
3. K Means Project Overview.mp4
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9.2 MB
3. K Means Project Overview.srt
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4.79 KB
4. K Means Project Solutions.mp4
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47.12 MB
4. K Means Project Solutions.srt
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22.68 KB
22. Principal Component Analysis
1. Principal Component Analysis.mp4
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6.21 MB
1. Principal Component Analysis.srt
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4.88 KB
2. PCA with Python.mp4
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43.24 MB
2. PCA with Python.srt
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23.53 KB
23. Recommender Systems
1. Recommender Systems.mp4
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7.88 MB
1. Recommender Systems.srt
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6.73 KB
2. Recommender Systems with Python - Part 1.mp4
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35.52 MB
2. Recommender Systems with Python - Part 1.srt
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19.44 KB
3. Recommender Systems with Python - Part 2.mp4
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34.45 MB
3. Recommender Systems with Python - Part 2.srt
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17.06 KB
24. Natural Language Processing
1. Natural Language Processing Theory.mp4
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8.87 MB
1. Natural Language Processing Theory.srt
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6.99 KB
2. NLP with Python - Part 1.mp4
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40.16 MB
2. NLP with Python - Part 1.srt
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22.05 KB
3. NLP with Python - Part 2.mp4
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41.91 MB
3. NLP with Python - Part 2.srt
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25.26 KB
4. NLP with Python - Part 3.mp4
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37.67 MB
4. NLP with Python - Part 3.srt
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23.92 KB
5. NLP Project Overview.mp4
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6.67 MB
5. NLP Project Overview.srt
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3.58 KB
6. NLP Project Solutions.mp4
MP4
48.05 MB
6. NLP Project Solutions.srt
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26.98 KB
25. Neural Nets and Deep Learning
1. Download TensorFlow Notebooks Here.html
HTML
315 B
1.1 TensorFlow_FILES.zip.zip
ZIP
33.05 MB
10. Backpropagation.mp4
MP4
57.95 MB
10. Backpropagation.srt
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21.45 KB
11. TensorFlow vs Keras.mp4
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10.45 MB
11. TensorFlow vs Keras.srt
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3.27 KB
12. TF Syntax Basics - Part One - Preparing the Data.mp4
MP4
50.34 MB
12. TF Syntax Basics - Part One - Preparing the Data.srt
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16.33 KB
13. TF Syntax Basics - Part Two - Creating and Training the Model.mp4
MP4
84.31 MB
13. TF Syntax Basics - Part Two - Creating and Training the Model.srt
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21.49 KB
14. TF Syntax Basics - Part Three - Model Evaluation.mp4
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64.78 MB
14. TF Syntax Basics - Part Three - Model Evaluation.srt
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18.5 KB
15. TF Regression Code Along - Exploratory Data Analysis.mp4
MP4
136.96 MB
15. TF Regression Code Along - Exploratory Data Analysis.srt
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27.22 KB
16. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4
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76.2 MB
16. TF Regression Code Along - Exploratory Data Analysis - Continued.srt
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19.56 KB
17. TF Regression Code Along - Data Preprocessing and Creating a Model.mp4
MP4
46.99 MB
17. TF Regression Code Along - Data Preprocessing and Creating a Model.srt
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13.05 KB
18. TF Regression Code Along - Model Evaluation and Predictions.mp4
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68.93 MB
18. TF Regression Code Along - Model Evaluation and Predictions.srt
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17.28 KB
19. TF Classification Code Along - EDA and Preprocessing.mp4
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56.21 MB
19. TF Classification Code Along - EDA and Preprocessing.srt
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11.69 KB
2. Welcome to the Deep Learning Section!.mp4
MP4
4.9 MB
2. Welcome to the Deep Learning Section!.srt
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709 B
20. TF Classification - Dealing with Overfitting and Evaluation.mp4
MP4
111.33 MB
20. TF Classification - Dealing with Overfitting and Evaluation.srt
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26.42 KB
21. TensorFlow 2.0 Project Options Overview.mp4
MP4
7.85 MB
21. TensorFlow 2.0 Project Options Overview.srt
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2.66 KB
22. TensorFlow 2.0 Project Notebook Overview.mp4
MP4
80.53 MB
22. TensorFlow 2.0 Project Notebook Overview.srt
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13.45 KB
23. Keras Project Solutions - Dealing with Missing Data.mp4
MP4
143.62 MB
23. Keras Project Solutions - Dealing with Missing Data.srt
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30.18 KB
24. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4
MP4
96.81 MB
24. Keras Project Solutions - Dealing with Missing Data - Part Two.srt
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21.84 KB
25. Keras Project Solutions - Categorical Data.mp4
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85.37 MB
25. Keras Project Solutions - Categorical Data.srt
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18.34 KB
26. Keras Project Solutions - Data PreProcessing.mp4
MP4
124.94 MB
26. Keras Project Solutions - Data PreProcessing.srt
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26.8 KB
27. Keras Project Solutions - Data PreProcessing.mp4
MP4
23.97 MB
27. Keras Project Solutions - Data PreProcessing.srt
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5.44 KB
28. Keras Project Solutions - Creating and Training a Model.mp4
MP4
29.74 MB
28. Keras Project Solutions - Creating and Training a Model.srt
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6.42 KB
29. Keras Project Solutions - Model Evaluation.mp4
MP4
63.12 MB
29. Keras Project Solutions - Model Evaluation.srt
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14.83 KB
3. Introduction to Artificial Neural Networks (ANN).mp4
MP4
9.66 MB
3. Introduction to Artificial Neural Networks (ANN).srt
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3.48 KB
30. Tensorboard.mp4
MP4
144.17 MB
30. Tensorboard.srt
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30.83 KB
4. Installing Tensorflow.html
HTML
408 B
5. Perceptron Model.mp4
MP4
48 MB
5. Perceptron Model.srt
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15.39 KB
6. Neural Networks.mp4
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35.92 MB
6. Neural Networks.srt
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11.55 KB
7. Activation Functions.mp4
MP4
62.58 MB
7. Activation Functions.srt
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16.97 KB
8. Multi-Class Classification Considerations.mp4
MP4
46.05 MB
8. Multi-Class Classification Considerations.srt
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17.07 KB
9. Cost Functions and Gradient Descent.mp4
MP4
75.98 MB
9. Cost Functions and Gradient Descent.srt
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28.5 KB
26. Big Data and Spark with Python
1. Welcome to the Big Data Section!.mp4
MP4
5.24 MB
1. Welcome to the Big Data Section!.srt
SRT
5.24 MB
10. Lambda Expressions Review.mp4
MP4
9.32 MB
10. Lambda Expressions Review.srt
SRT
7.88 KB
11. Introduction to Spark and Python.mp4
MP4
15.74 MB
11. Introduction to Spark and Python.srt
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12.14 KB
12. RDD Transformations and Actions.mp4
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55.68 MB
12. RDD Transformations and Actions.srt
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32.35 KB
2. Big Data Overview.mp4
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9.96 MB
2. Big Data Overview.srt
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7.77 KB
3. Spark Overview.mp4
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15.69 MB
3. Spark Overview.srt
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13.59 KB
4. Local Spark Set-Up.html
HTML
1.62 KB
5. AWS Account Set-Up.mp4
MP4
10.88 MB
5. AWS Account Set-Up.srt
SRT
6.79 KB
5.1 Amazon Guide to Creating an AWS Account.html
HTML
146 B
6. Quick Note on AWS Security.html
HTML
392 B
7. EC2 Instance Set-Up.mp4
MP4
62.98 MB
7. EC2 Instance Set-Up.srt
SRT
25.75 KB
7.1 Amazon Guide to Using PuTTY for Windows SSH.html
HTML
122 B
8. SSH with Mac or Linux.mp4
MP4
9.14 MB
8. SSH with Mac or Linux.srt
SRT
7.95 KB
8.1 Amazon Guide to SSH with Mac.html
HTML
140 B
9. PySpark Setup.mp4
MP4
60.39 MB
9. PySpark Setup.srt
SRT
36.41 KB
9.1 Step by Step Guide for PySpark Set-up.html
HTML
158 B
27. BONUS SECTION THANK YOU!
1. Bonus Lecture.html
HTML
532 B
3. Jupyter Overview
1. Updates to Notebook Zip.html
HTML
197 B
2. Jupyter Notebooks.mp4
MP4
31.98 MB
2. Jupyter Notebooks.srt
SRT
22.74 KB
2.1 Py-DS-ML-Bootcamp-master.zip.zip
ZIP
52.49 MB
3. Optional Virtual Environments.mp4
MP4
18.94 MB
3. Optional Virtual Environments.srt
SRT
15.39 KB
3.1 Updated Link to Manage Environments with Conda.html
HTML
144 B
4. Python Crash Course
1. Welcome to the Python Crash Course Section!.mp4
MP4
3.95 MB
1. Welcome to the Python Crash Course Section!.srt
SRT
553 B
2. Introduction to Python Crash Course.mp4
MP4
2.66 MB
2. Introduction to Python Crash Course.srt
SRT
2.28 KB
3. Python Crash Course - Part 1.mp4
MP4
35.78 MB
3. Python Crash Course - Part 1.srt
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27.25 KB
4. Python Crash Course - Part 2.mp4
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28.87 MB
4. Python Crash Course - Part 2.srt
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22.52 KB
5. Python Crash Course - Part 3.mp4
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31.75 MB
5. Python Crash Course - Part 3.srt
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23.24 KB
6. Python Crash Course - Part 4.mp4
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29.26 MB
6. Python Crash Course - Part 4.srt
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21.34 KB
7. Python Crash Course Exercises - Overview.mp4
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9.39 MB
7. Python Crash Course Exercises - Overview.srt
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5.9 KB
8. Python Crash Course Exercises - Solutions.mp4
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27.24 MB
8. Python Crash Course Exercises - Solutions.srt
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16.44 KB
5. Python for Data Analysis - NumPy
1. Welcome to the NumPy Section!.mp4
MP4
2.47 MB
1. Welcome to the NumPy Section!.srt
SRT
348 B
2. Introduction to Numpy.mp4
MP4
4.15 MB
2. Introduction to Numpy.srt
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3.28 KB
3. Numpy Arrays.mp4
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33.44 MB
3. Numpy Arrays.srt
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22.94 KB
4. Quick Note on Array Indexing.html
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1.03 KB
5. Numpy Array Indexing.mp4
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37.3 MB
5. Numpy Array Indexing.srt
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25.08 KB
6. Numpy Operations.mp4
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25.46 MB
6. Numpy Operations.srt
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10.87 KB
7. Numpy Exercises Overview.mp4
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9.77 MB
7. Numpy Exercises Overview.srt
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4.8 KB
8. Numpy Exercises Solutions.mp4
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38.27 MB
8. Numpy Exercises Solutions.srt
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23.81 KB
6. Python for Data Analysis - Pandas
1. Welcome to the Pandas Section!.mp4
MP4
3.26 MB
1. Welcome to the Pandas Section!.srt
SRT
469 B
10. Operations.mp4
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24.12 MB
10. Operations.srt
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11. Data Input and Output.mp4
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36.62 MB
11. Data Input and Output.srt
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21 KB
2. Introduction to Pandas.mp4
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3.18 MB
2. Introduction to Pandas.srt
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3. Series.mp4
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20.3 MB
3. Series.srt
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15.52 KB
4. DataFrames - Part 1.mp4
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39.77 MB
4. DataFrames - Part 1.srt
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21.33 KB
5. DataFrames - Part 2.mp4
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42.02 MB
5. DataFrames - Part 2.srt
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24.96 KB
6. DataFrames - Part 3.mp4
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20.85 MB
6. DataFrames - Part 3.srt
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12.54 KB
7. Missing Data.mp4
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12.14 MB
7. Missing Data.srt
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8.67 KB
8. Groupby.mp4
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14.77 MB
8. Groupby.srt
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9.98 KB
9. Merging Joining and Concatenating.mp4
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26.15 MB
9. Merging Joining and Concatenating.srt
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13.64 KB
7. Python for Data Analysis - Pandas Exercises
1. Note on SF Salary Exercise.html
HTML
559 B
2. SF Salaries Exercise Overview.mp4
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6.79 MB
2. SF Salaries Exercise Overview.srt
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3.36 KB
3. SF Salaries Solutions.mp4
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42.69 MB
3. SF Salaries Solutions.srt
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20.72 KB
4. Ecommerce Purchases Exercise Overview.mp4
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7.4 MB
4. Ecommerce Purchases Exercise Overview.srt
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3.82 KB
5. Ecommerce Purchases Exercise Solutions.mp4
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43.07 MB
5. Ecommerce Purchases Exercise Solutions.srt
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21.34 KB
8. Python for Data Visualization - Matplotlib
1. Welcome to the Data Visualization Section!.mp4
MP4
5.19 MB
1. Welcome to the Data Visualization Section!.srt
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748 B
2. Introduction to Matplotlib.mp4
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12.63 MB
2. Introduction to Matplotlib.srt
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5.23 KB
3. Matplotlib Part 1.mp4
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36.17 MB
3. Matplotlib Part 1.srt
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4. Matplotlib Part 2.mp4
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31.56 MB
4. Matplotlib Part 2.srt
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5. Matplotlib Part 3.mp4
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27.27 MB
5. Matplotlib Part 3.srt
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17.69 KB
6. Matplotlib Exercises Overview.mp4
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5.86 MB
6. Matplotlib Exercises Overview.srt
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2.63 KB
7. Matplotlib Exercises - Solutions.mp4
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27.73 MB
7. Matplotlib Exercises - Solutions.srt
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12.87 KB
9. Python for Data Visualization - Seaborn
1. Introduction to Seaborn.mp4
MP4
9.02 MB
1. Introduction to Seaborn.srt
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4.46 KB
1.1 Link to Seaborn Documentation (updated).html
HTML
87 B
2. Distribution Plots.mp4
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51.4 MB
2. Distribution Plots.srt
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28.46 KB
3. Categorical Plots.mp4
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38.5 MB
3. Categorical Plots.srt
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25.95 KB
4. Matrix Plots.mp4
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22.36 MB
4. Matrix Plots.srt
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14.54 KB
5. Grids.mp4
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19.88 MB
5. Grids.srt
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12.73 KB
6. Regression Plots.mp4
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15.46 MB
6. Regression Plots.srt
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10.26 KB
7. Style and Color.mp4
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18.99 MB
7. Style and Color.srt
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12.23 KB
8. Seaborn Exercise Overview.mp4
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6.64 MB
8. Seaborn Exercise Overview.srt
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2.91 KB
9. Seaborn Exercise Solutions.mp4
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20.04 MB
9. Seaborn Exercise Solutions.srt
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10.17 KB
Read Me.txt
TXT
1.02 KB
[FreeAllCourse.Com].URL
URL
228 B

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udp://p4p.arenabg.com:1337/announce
udp://open.stealth.si:80/announce
udp://zephir.monocul.us:6969/announce
udp://tracker.uw0.xyz:6969/announce
udp://chihaya.toss.li:9696/announce
udp://opentracker.i2p.rocks:6969/announce
udp://tracker.zer0day.to:1337/announce
udp://tracker.leechers-paradise.org:6969/announce
udp://coppersurfer.tk:6969/announce
Torrent hash: