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Udemy - Python for Data Science and Machine Learning Bootcamp (5.2020)

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File Name
Size
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip
52 MB
1. Course Introduction/1. Introduction to the Course.mp4
29 MB
1. Course Introduction/2. Course Help and Welcome.mp4
8.2 MB
1. Course Introduction/1. Introduction to the Course.srt
5.9 kB
1. Course Introduction/3. Course FAQs.html
5.3 kB
1. Course Introduction/2. Course Help and Welcome.srt
1.1 kB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4
31 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4
29 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4
5.2 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.srt
21 kB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.srt
13 kB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.srt
2.3 kB
11. Python for Data Visualization - Plotly and Cufflinks/3. Plotly and Cufflinks.mp4
51 MB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4
12 MB
11. Python for Data Visualization - Plotly and Cufflinks/3. Plotly and Cufflinks.srt
28 kB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.srt
5.5 kB
11. Python for Data Visualization - Plotly and Cufflinks/2. READ ME FIRST BEFORE PLOTLY PLEASE!.html
1.5 kB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4
46 MB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4
28 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4
19 MB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4
11 MB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4
1.9 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.srt
26 kB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.srt
14 kB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.srt
8.9 kB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.srt
5.7 kB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.srt
1.4 kB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4
50 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4
47 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4
46 MB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4
40 MB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4
17 MB
13. Data Capstone Project/6. Finance Data Project Overview.mp4
12 MB
13. Data Capstone Project/2. 911 Calls Project Overview.mp4
8.6 MB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4
4.0 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.srt
26 kB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.srt
25 kB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.srt
24 kB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.srt
21 kB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.srt
8.9 kB
13. Data Capstone Project/6. Finance Data Project Overview.srt
5.4 kB
13. Data Capstone Project/2. 911 Calls Project Overview.srt
3.6 kB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.srt
614 B
13. Data Capstone Project/5. Bank Data.html
363 B
13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html
117 B
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp4
83 MB
14. Introduction to Machine Learning/3. Supervised Learning Overview.mp4
40 MB
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.mp4
24 MB
14. Introduction to Machine Learning/6. Machine Learning with Python.mp4
17 MB
14. Introduction to Machine Learning/2. Welcome to the Machine Learning Section!.mp4
7.2 MB
14. Introduction to Machine Learning/1.3 Python DS Presentations.zip
2.8 MB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.srt
25 kB
14. Introduction to Machine Learning/6. Machine Learning with Python.srt
14 kB
14. Introduction to Machine Learning/3. Supervised Learning Overview.srt
12 kB
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.srt
8.4 kB
14. Introduction to Machine Learning/2. Welcome to the Machine Learning Section!.srt
991 B
14. Introduction to Machine Learning/1. Welcome to Machine Learning. Here are a few resources to get you started!.html
847 B
14. Introduction to Machine Learning/1.1 Slides for this section to view (please do not request edit access).html
138 B
14. Introduction to Machine Learning/1.2 ISLR 6th Edition PDF (Machine Learning Textbook).html
123 B
15. Linear Regression/6. Linear Regression Project Solution.mp4
45 MB
15. Linear Regression/3. Linear Regression with Python - Part 1.mp4
43 MB
15. Linear Regression/4. Linear Regression with Python - Part 2.mp4
16 MB
15. Linear Regression/5. Linear Regression Project Overview.mp4
11 MB
15. Linear Regression/1. Linear Regression Theory.mp4
8.6 MB
15. Linear Regression/6. Linear Regression Project Solution.srt
26 kB
15. Linear Regression/3. Linear Regression with Python - Part 1.srt
26 kB
15. Linear Regression/4. Linear Regression with Python - Part 2.srt
10 kB
15. Linear Regression/1. Linear Regression Theory.srt
6.7 kB
15. Linear Regression/5. Linear Regression Project Overview.srt
4.0 kB
15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html
845 B
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4
12 MB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.srt
9.7 kB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4
41 MB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4
34 MB
17. Logistic Regression/6. Logistic Regression Project Solutions.mp4
30 MB
17. Logistic Regression/1. Logistic Regression Theory.mp4
21 MB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4
17 MB
17. Logistic Regression/5. Logistic Regression Project Overview.mp4
5.3 MB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.srt
26 kB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.srt
24 kB
17. Logistic Regression/1. Logistic Regression Theory.srt
17 kB
17. Logistic Regression/6. Logistic Regression Project Solutions.srt
15 kB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.srt
12 kB
17. Logistic Regression/5. Logistic Regression Project Overview.srt
2.6 kB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4
53 MB
18. K Nearest Neighbors/2. KNN with Python.mp4
46 MB
18. K Nearest Neighbors/1. KNN Theory.mp4
9.9 MB
18. K Nearest Neighbors/3. KNN Project Overview.mp4
5.0 MB
18. K Nearest Neighbors/2. KNN with Python.srt
27 kB
18. K Nearest Neighbors/4. KNN Project Solutions.srt
19 kB
18. K Nearest Neighbors/1. KNN Theory.srt
8.0 kB
18. K Nearest Neighbors/3. KNN Project Overview.srt
2.2 kB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4
40 MB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4
31 MB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4
27 MB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4
12 MB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4
12 MB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.srt
20 kB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt
17 kB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.srt
12 kB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.srt
9.9 kB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.srt
5.0 kB
2. Environment Set-Up/1. Python Environment Setup.mp4
76 MB
2. Environment Set-Up/1.1 Py-DS-ML-Bootcamp-master.zip
52 MB
2. Environment Set-Up/1. Python Environment Setup.srt
19 kB
20. Support Vector Machines/2. Support Vector Machines with Python.mp4
48 MB
20. Support Vector Machines/4. SVM Project Solutions.mp4
28 MB
20. Support Vector Machines/1. SVM Theory.mp4
8.7 MB
20. Support Vector Machines/3. SVM Project Overview.mp4
8.6 MB
20. Support Vector Machines/2. Support Vector Machines with Python.srt
25 kB
20. Support Vector Machines/4. SVM Project Solutions.srt
13 kB
20. Support Vector Machines/1. SVM Theory.srt
6.6 kB
20. Support Vector Machines/3. SVM Project Overview.srt
3.8 kB
21. K Means Clustering/4. K Means Project Solutions.mp4
47 MB
21. K Means Clustering/2. K Means with Python.mp4
30 MB
21. K Means Clustering/1. K Means Algorithm Theory.mp4
9.6 MB
21. K Means Clustering/3. K Means Project Overview.mp4
9.2 MB
21. K Means Clustering/4. K Means Project Solutions.srt
23 kB
21. K Means Clustering/2. K Means with Python.srt
17 kB
21. K Means Clustering/1. K Means Algorithm Theory.srt
7.5 kB
21. K Means Clustering/3. K Means Project Overview.srt
4.8 kB
22. Principal Component Analysis/2. PCA with Python.mp4
43 MB
22. Principal Component Analysis/1. Principal Component Analysis.mp4
6.2 MB
22. Principal Component Analysis/2. PCA with Python.srt
24 kB
22. Principal Component Analysis/1. Principal Component Analysis.srt
4.9 kB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4
36 MB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4
34 MB
23. Recommender Systems/1. Recommender Systems.mp4
7.9 MB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.srt
19 kB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.srt
17 kB
23. Recommender Systems/1. Recommender Systems.srt
6.7 kB
24. Natural Language Processing/6. NLP Project Solutions.mp4
48 MB
24. Natural Language Processing/3. NLP with Python - Part 2.mp4
42 MB
24. Natural Language Processing/2. NLP with Python - Part 1.mp4
40 MB
24. Natural Language Processing/4. NLP with Python - Part 3.mp4
38 MB
24. Natural Language Processing/1. Natural Language Processing Theory.mp4
8.9 MB
24. Natural Language Processing/5. NLP Project Overview.mp4
6.7 MB
24. Natural Language Processing/6. NLP Project Solutions.srt
27 kB
24. Natural Language Processing/3. NLP with Python - Part 2.srt
25 kB
24. Natural Language Processing/4. NLP with Python - Part 3.srt
24 kB
24. Natural Language Processing/2. NLP with Python - Part 1.srt
22 kB
24. Natural Language Processing/1. Natural Language Processing Theory.srt
7.0 kB
24. Natural Language Processing/5. NLP Project Overview.srt
3.6 kB
25. Neural Nets and Deep Learning/31. Tensorboard.mp4
144 MB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.mp4
144 MB
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis.mp4
137 MB
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.mp4
125 MB
25. Neural Nets and Deep Learning/21. TF Classification - Dealing with Overfitting and Evaluation.mp4
111 MB
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Dealing with Missing Data - Part Two.mp4
97 MB
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Categorical Data.mp4
85 MB
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Two - Creating and Training the Model.mp4
84 MB
25. Neural Nets and Deep Learning/23. TensorFlow 2.0 Project Notebook Overview.mp4
80 MB
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Exploratory Data Analysis - Continued.mp4
76 MB
25. Neural Nets and Deep Learning/10. Cost Functions and Gradient Descent.mp4
76 MB
25. Neural Nets and Deep Learning/19. TF Regression Code Along - Model Evaluation and Predictions.mp4
69 MB
25. Neural Nets and Deep Learning/15. TF Syntax Basics - Part Three - Model Evaluation.mp4
65 MB
25. Neural Nets and Deep Learning/30. Keras Project Solutions - Model Evaluation.mp4
63 MB
25. Neural Nets and Deep Learning/8. Activation Functions.mp4
63 MB
25. Neural Nets and Deep Learning/11. Backpropagation.mp4
58 MB
25. Neural Nets and Deep Learning/20. TF Classification Code Along - EDA and Preprocessing.mp4
56 MB
25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part One - Preparing the Data.mp4
50 MB
25. Neural Nets and Deep Learning/6. Perceptron Model.mp4
48 MB
25. Neural Nets and Deep Learning/18. TF Regression Code Along - Data Preprocessing and Creating a Model.mp4
47 MB
25. Neural Nets and Deep Learning/9. Multi-Class Classification Considerations.mp4
46 MB
25. Neural Nets and Deep Learning/7. Neural Networks.mp4
36 MB
25. Neural Nets and Deep Learning/1.2 TensorFlow_FILES.zip
33 MB
25. Neural Nets and Deep Learning/29. Keras Project Solutions - Creating and Training a Model.mp4
30 MB
25. Neural Nets and Deep Learning/28. Keras Project Solutions - Data PreProcessing.mp4
24 MB
25. Neural Nets and Deep Learning/12. TensorFlow vs Keras.mp4
10 MB
25. Neural Nets and Deep Learning/4. Introduction to Artificial Neural Networks (ANN).mp4
9.7 MB
25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Options Overview.mp4
7.9 MB
25. Neural Nets and Deep Learning/3. Welcome to the Deep Learning Section!.mp4
4.9 MB
25. Neural Nets and Deep Learning/31. Tensorboard.srt
29 kB
25. Neural Nets and Deep Learning/24. Keras Project Solutions - Dealing with Missing Data.srt
28 kB
25. Neural Nets and Deep Learning/10. Cost Functions and Gradient Descent.srt
27 kB
25. Neural Nets and Deep Learning/16. TF Regression Code Along - Exploratory Data Analysis.srt
26 kB
25. Neural Nets and Deep Learning/27. Keras Project Solutions - Data PreProcessing.srt
25 kB
25. Neural Nets and Deep Learning/21. TF Classification - Dealing with Overfitting and Evaluation.srt
24 kB
25. Neural Nets and Deep Learning/25. Keras Project Solutions - Dealing with Missing Data - Part Two.srt
20 kB
25. Neural Nets and Deep Learning/11. Backpropagation.srt
20 kB
25. Neural Nets and Deep Learning/14. TF Syntax Basics - Part Two - Creating and Training the Model.srt
20 kB
25. Neural Nets and Deep Learning/17. TF Regression Code Along - Exploratory Data Analysis - Continued.srt
18 kB
25. Neural Nets and Deep Learning/26. Keras Project Solutions - Categorical Data.srt
17 kB
25. Neural Nets and Deep Learning/15. TF Syntax Basics - Part Three - Model Evaluation.srt
17 kB
25. Neural Nets and Deep Learning/8. Activation Functions.srt
16 kB
25. Neural Nets and Deep Learning/9. Multi-Class Classification Considerations.srt
16 kB
25. Neural Nets and Deep Learning/19. TF Regression Code Along - Model Evaluation and Predictions.srt
16 kB
25. Neural Nets and Deep Learning/13. TF Syntax Basics - Part One - Preparing the Data.srt
15 kB
25. Neural Nets and Deep Learning/6. Perceptron Model.srt
15 kB
25. Neural Nets and Deep Learning/30. Keras Project Solutions - Model Evaluation.srt
13 kB
25. Neural Nets and Deep Learning/23. TensorFlow 2.0 Project Notebook Overview.srt
12 kB
25. Neural Nets and Deep Learning/18. TF Regression Code Along - Data Preprocessing and Creating a Model.srt
12 kB
25. Neural Nets and Deep Learning/20. TF Classification Code Along - EDA and Preprocessing.srt
11 kB
25. Neural Nets and Deep Learning/7. Neural Networks.srt
11 kB
25. Neural Nets and Deep Learning/29. Keras Project Solutions - Creating and Training a Model.srt
5.9 kB
25. Neural Nets and Deep Learning/28. Keras Project Solutions - Data PreProcessing.srt
5.0 kB
25. Neural Nets and Deep Learning/4. Introduction to Artificial Neural Networks (ANN).srt
3.3 kB
25. Neural Nets and Deep Learning/12. TensorFlow vs Keras.srt
2.9 kB
25. Neural Nets and Deep Learning/22. TensorFlow 2.0 Project Options Overview.srt
2.5 kB
25. Neural Nets and Deep Learning/3. Welcome to the Deep Learning Section!.srt
709 B
25. Neural Nets and Deep Learning/5. Installing Tensorflow.html
408 B
25. Neural Nets and Deep Learning/1. Download TensorFlow Notebooks Here.html
315 B
25. Neural Nets and Deep Learning/2. Quick Check for Notes.html
164 B
25. Neural Nets and Deep Learning/1.1 Slides for Deep Learning Section.html
138 B
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4
63 MB
26. Big Data and Spark with Python/9. PySpark Setup.mp4
60 MB
26. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4
56 MB
26. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4
16 MB
26. Big Data and Spark with Python/3. Spark Overview.mp4
16 MB
26. Big Data and Spark with Python/5. AWS Account Set-Up.mp4
11 MB
26. Big Data and Spark with Python/2. Big Data Overview.mp4
10 MB
26. Big Data and Spark with Python/10. Lambda Expressions Review.mp4
9.3 MB
26. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4
9.2 MB
26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4
5.2 MB
26. Big Data and Spark with Python/9. PySpark Setup.srt
36 kB
26. Big Data and Spark with Python/12. RDD Transformations and Actions.srt
32 kB
26. Big Data and Spark with Python/7. EC2 Instance Set-Up.srt
26 kB
26. Big Data and Spark with Python/3. Spark Overview.srt
14 kB
26. Big Data and Spark with Python/11. Introduction to Spark and Python.srt
12 kB
26. Big Data and Spark with Python/8. SSH with Mac or Linux.srt
7.9 kB
26. Big Data and Spark with Python/10. Lambda Expressions Review.srt
7.9 kB
26. Big Data and Spark with Python/2. Big Data Overview.srt
7.8 kB
26. Big Data and Spark with Python/5. AWS Account Set-Up.srt
6.8 kB
26. Big Data and Spark with Python/4. Local Spark Set-Up.html
1.6 kB
26. Big Data and Spark with Python/1. Welcome to the Big Data Section!.srt
740 B
26. Big Data and Spark with Python/6. Quick Note on AWS Security.html
392 B
26. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html
158 B
26. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html
146 B
26. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html
140 B
26. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html
122 B
27. BONUS SECTION THANK YOU!/1. Bonus Lecture.html
532 B
3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip
52 MB
3. Jupyter Overview/2. Jupyter Notebooks.mp4
32 MB
3. Jupyter Overview/3. Optional Virtual Environments.mp4
19 MB
3. Jupyter Overview/2. Jupyter Notebooks.srt
23 kB
3. Jupyter Overview/3. Optional Virtual Environments.srt
15 kB
3. Jupyter Overview/1. Updates to Notebook Zip.html
197 B
3. Jupyter Overview/3.1 Updated Link to Manage Environments with Conda.html
144 B
4. Python Crash Course/3. Python Crash Course - Part 1.mp4
36 MB
4. Python Crash Course/5. Python Crash Course - Part 3.mp4
32 MB
4. Python Crash Course/6. Python Crash Course - Part 4.mp4
29 MB
4. Python Crash Course/4. Python Crash Course - Part 2.mp4
29 MB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4
27 MB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4
9.4 MB
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4
4.0 MB
4. Python Crash Course/2. Introduction to Python Crash Course.mp4
2.7 MB
4. Python Crash Course/3. Python Crash Course - Part 1.srt
27 kB
4. Python Crash Course/5. Python Crash Course - Part 3.srt
23 kB
4. Python Crash Course/4. Python Crash Course - Part 2.srt
22 kB
4. Python Crash Course/6. Python Crash Course - Part 4.srt
21 kB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.srt
16 kB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.srt
5.9 kB
4. Python Crash Course/2. Introduction to Python Crash Course.srt
2.3 kB
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.srt
553 B
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4
38 MB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4
37 MB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4
33 MB
5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4
26 MB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4
9.8 MB
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4
4.2 MB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4
2.5 MB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.srt
25 kB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.srt
24 kB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.srt
23 kB
5. Python for Data Analysis - NumPy/6. Numpy Operations.srt
11 kB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.srt
4.8 kB
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.srt
3.3 kB
5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html
1.0 kB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.srt
348 B
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4
42 MB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4
40 MB
6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4
37 MB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4
26 MB
6. Python for Data Analysis - Pandas/10. Operations.mp4
24 MB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4
21 MB
6. Python for Data Analysis - Pandas/3. Series.mp4
20 MB
6. Python for Data Analysis - Pandas/8. Groupby.mp4
15 MB
6. Python for Data Analysis - Pandas/7. Missing Data.mp4
12 MB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4
3.3 MB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4
3.2 MB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.srt
25 kB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.srt
21 kB
6. Python for Data Analysis - Pandas/11. Data Input and Output.srt
21 kB
6. Python for Data Analysis - Pandas/10. Operations.srt
18 kB
6. Python for Data Analysis - Pandas/3. Series.srt
16 kB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.srt
14 kB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.srt
12 kB
6. Python for Data Analysis - Pandas/8. Groupby.srt
10 kB
6. Python for Data Analysis - Pandas/7. Missing Data.srt
8.7 kB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.srt
2.6 kB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.srt
469 B
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4
43 MB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4
43 MB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4
7.4 MB
7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.mp4
6.8 MB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.srt
21 kB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.srt
21 kB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.srt
3.8 kB
7. Python for Data Analysis - Pandas Exercises/2. SF Salaries Exercise Overview.srt
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7. Python for Data Analysis - Pandas Exercises/1. Note on SF Salary Exercise.html
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8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4
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8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4
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8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4
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8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4
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8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4
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8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.srt
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8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.srt
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9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4
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9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4
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9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4
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9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4
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9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.srt
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