Udemy - Python for Data Science and Machine Learning Bootcamp

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name:	Udemy - Python for Data Science and Machine Learning Bootcamp
说明: This comprehensive course will be your guide to learning how to use the power of Python to analyze data, create beautiful visualizations, and use powerful machine learning algorithms! Data Scientist has been ranked the number one job on Glassdoor and the average salary of a data scientist is over $120,000 in the United States according to Indeed! Data Science is a rewarding career that allows you to solve some of the world's most interesting problems! Created by Jose Portilla, Pierian Data International by Jose Portilla Last updated 10/2018 English English
YouTube 视频:
类别:	Tutorials
语言:	English
总大小:	3.68 GB
哈希信息:	D19FEE54982677763D232911B3655792B6DA6E2D
增加:	fclab16
加入的日期:	2018-11-28 18:39:50
洪流地位:	Torrent Verified

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文件列表:

文件	大小
1. Course Introduction/1. Introduction to the Course.mp4	29.04 MB
1. Course Introduction/1. Introduction to the Course.vtt	5.35 kB
1. Course Introduction/2. Course Help and Welcome.mp4	8.25 MB
1. Course Introduction/2. Course Help and Welcome.vtt	1.05 kB
1. Course Introduction/3. Course FAQs.html	5.34 kB
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip.zip	52.50 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp4	31.35 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.vtt	18.59 kB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp4	5.16 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.vtt	2.04 kB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp4	28.60 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.vtt	11.91 kB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp4	12.51 MB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.vtt	4.93 kB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4	51.15 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.vtt	24.69 kB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp4	1.94 MB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.vtt	1.25 kB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp4	46.15 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.vtt	23.47 kB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp4	19.19 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.vtt	7.98 kB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp4	11.15 MB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.vtt	5.17 kB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp4	27.63 MB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.vtt	12.38 kB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp4	3.98 MB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.vtt	562.00 B
13. Data Capstone Project/2. 911 Calls Project Overview.mp4	8.57 MB
13. Data Capstone Project/2. 911 Calls Project Overview.vtt	3.30 kB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp4	39.79 MB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.vtt	18.58 kB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4	49.79 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.vtt	23.64 kB
13. Data Capstone Project/5. Bank Data.html	363.00 B
13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html	117.00 B
13. Data Capstone Project/6. Finance Data Project Overview.mp4	12.22 MB
13. Data Capstone Project/6. Finance Data Project Overview.vtt	4.88 kB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4	47.27 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.vtt	21.74 kB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp4	45.72 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.vtt	22.66 kB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp4	16.56 MB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.vtt	7.96 kB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.mp4	7.20 MB
14. Introduction to Machine Learning/1. Welcome to the Machine Learning Section!.vtt	909.00 B
14. Introduction to Machine Learning/2. Link for ISLR.html	406.00 B
14. Introduction to Machine Learning/2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html	123.00 B
14. Introduction to Machine Learning/2.2 Python DS Presentations.zip.zip	2.79 MB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.mp4	28.93 MB
14. Introduction to Machine Learning/3. Introduction to Machine Learning.vtt	15.42 kB
14. Introduction to Machine Learning/3.1 Link for ISLR.html	123.00 B
14. Introduction to Machine Learning/4. Machine Learning with Python.mp4	16.79 MB
14. Introduction to Machine Learning/4. Machine Learning with Python.vtt	12.74 kB
15. Linear Regression/1. Linear Regression Theory.mp4	8.56 MB
15. Linear Regression/1. Linear Regression Theory.vtt	5.99 kB
15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html	845.00 B
15. Linear Regression/3. Linear Regression with Python - Part 1.mp4	43.31 MB
15. Linear Regression/3. Linear Regression with Python - Part 1.vtt	23.32 kB
15. Linear Regression/4. Linear Regression with Python - Part 2.mp4	16.05 MB
15. Linear Regression/4. Linear Regression with Python - Part 2.vtt	9.09 kB
15. Linear Regression/5. Linear Regression Project Overview.mp4	10.79 MB
15. Linear Regression/5. Linear Regression Project Overview.vtt	3.60 kB
15. Linear Regression/6. Linear Regression Project Solution.mp4	45.39 MB
15. Linear Regression/6. Linear Regression Project Solution.vtt	23.38 kB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp4	11.60 MB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.vtt	8.76 kB
17. Logistic Regression/1. Logistic Regression Theory.mp4	21.02 MB
17. Logistic Regression/1. Logistic Regression Theory.vtt	15.45 kB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp4	41.41 MB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.vtt	23.42 kB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp4	34.21 MB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.vtt	21.32 kB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp4	16.95 MB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.vtt	10.54 kB
17. Logistic Regression/5. Logistic Regression Project Overview.mp4	5.32 MB
17. Logistic Regression/5. Logistic Regression Project Overview.vtt	2.35 kB
17. Logistic Regression/6. Logistic Regression Project Solutions.mp4	30.20 MB
17. Logistic Regression/6. Logistic Regression Project Solutions.vtt	13.18 kB
18. K Nearest Neighbors/1. KNN Theory.mp4	9.91 MB
18. K Nearest Neighbors/1. KNN Theory.vtt	7.23 kB
18. K Nearest Neighbors/2. KNN with Python.mp4	45.96 MB
18. K Nearest Neighbors/2. KNN with Python.vtt	23.85 kB
18. K Nearest Neighbors/3. KNN Project Overview.mp4	4.98 MB
18. K Nearest Neighbors/3. KNN Project Overview.vtt	1.97 kB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4	52.66 MB
18. K Nearest Neighbors/4. KNN Project Solutions.vtt	17.23 kB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp4	12.06 MB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.vtt	8.92 kB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp4	40.10 MB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.vtt	18.04 kB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp4	11.96 MB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.vtt	4.50 kB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp4	30.86 MB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.vtt	15.26 kB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.mp4	26.57 MB
19. Decision Trees and Random Forests/5. Decision Trees and Random Forest Solutions Part 2.vtt	10.88 kB
2. Environment Set-Up/1. Environment Set-up and Installation.mp4	22.30 MB
2. Environment Set-Up/1. Environment Set-up and Installation.vtt	13.25 kB
20. Support Vector Machines/1. SVM Theory.mp4	8.73 MB
20. Support Vector Machines/1. SVM Theory.vtt	5.95 kB
20. Support Vector Machines/2. Support Vector Machines with Python.mp4	47.45 MB
20. Support Vector Machines/2. Support Vector Machines with Python.vtt	22.20 kB
20. Support Vector Machines/3. SVM Project Overview.mp4	8.59 MB
20. Support Vector Machines/3. SVM Project Overview.vtt	3.42 kB
20. Support Vector Machines/4. SVM Project Solutions.mp4	28.13 MB
20. Support Vector Machines/4. SVM Project Solutions.vtt	11.82 kB
21. K Means Clustering/1. K Means Algorithm Theory.mp4	9.61 MB
21. K Means Clustering/1. K Means Algorithm Theory.vtt	6.82 kB
21. K Means Clustering/2. K Means with Python.mp4	29.95 MB
21. K Means Clustering/2. K Means with Python.vtt	15.55 kB
21. K Means Clustering/3. K Means Project Overview.mp4	9.20 MB
21. K Means Clustering/3. K Means Project Overview.vtt	4.32 kB
21. K Means Clustering/4. K Means Project Solutions.mp4	47.12 MB
21. K Means Clustering/4. K Means Project Solutions.vtt	20.31 kB
22. Principal Component Analysis/1. Principal Component Analysis.mp4	6.21 MB
22. Principal Component Analysis/1. Principal Component Analysis.vtt	4.42 kB
22. Principal Component Analysis/2. PCA with Python.mp4	43.24 MB
22. Principal Component Analysis/2. PCA with Python.vtt	21.12 kB
23. Recommender Systems/1. Recommender Systems.mp4	7.88 MB
23. Recommender Systems/1. Recommender Systems.vtt	6.11 kB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.mp4	35.52 MB
23. Recommender Systems/2. Recommender Systems with Python - Part 1.vtt	17.43 kB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.mp4	34.44 MB
23. Recommender Systems/3. Recommender Systems with Python - Part 2.vtt	15.32 kB
24. Natural Language Processing/1. Natural Language Processing Theory.mp4	8.86 MB
24. Natural Language Processing/1. Natural Language Processing Theory.vtt	6.34 kB
24. Natural Language Processing/2. NLP with Python - Part 1.mp4	40.16 MB
24. Natural Language Processing/2. NLP with Python - Part 1.vtt	19.76 kB
24. Natural Language Processing/3. NLP with Python - Part 2.mp4	41.92 MB
24. Natural Language Processing/3. NLP with Python - Part 2.vtt	22.59 kB
24. Natural Language Processing/4. NLP with Python - Part 3.mp4	37.66 MB
24. Natural Language Processing/4. NLP with Python - Part 3.vtt	21.49 kB
24. Natural Language Processing/5. NLP Project Overview.mp4	6.67 MB
24. Natural Language Processing/5. NLP Project Overview.vtt	3.24 kB
24. Natural Language Processing/6. NLP Project Solutions.mp4	48.05 MB
24. Natural Language Processing/6. NLP Project Solutions.vtt	23.97 kB
25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.mp4	5.23 MB
25. Big Data and Spark with Python/1. Welcome to the Big Data Section!.vtt	678.00 B
25. Big Data and Spark with Python/10. Lambda Expressions Review.mp4	9.32 MB
25. Big Data and Spark with Python/10. Lambda Expressions Review.vtt	7.04 kB
25. Big Data and Spark with Python/11. Introduction to Spark and Python.mp4	15.74 MB
25. Big Data and Spark with Python/11. Introduction to Spark and Python.vtt	10.96 kB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4	55.68 MB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.vtt	28.85 kB
25. Big Data and Spark with Python/2. Big Data Overview.mp4	9.96 MB
25. Big Data and Spark with Python/2. Big Data Overview.vtt	7.06 kB
25. Big Data and Spark with Python/3. Spark Overview.mp4	15.69 MB
25. Big Data and Spark with Python/3. Spark Overview.vtt	12.28 kB
25. Big Data and Spark with Python/4. Local Spark Set-Up.html	1.62 kB
25. Big Data and Spark with Python/5. AWS Account Set-Up.mp4	10.88 MB
25. Big Data and Spark with Python/5. AWS Account Set-Up.vtt	6.14 kB
25. Big Data and Spark with Python/5.1 Amazon Guide to Creating an AWS Account.html	146.00 B
25. Big Data and Spark with Python/6. Quick Note on AWS Security.html	392.00 B
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4	62.98 MB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.vtt	22.93 kB
25. Big Data and Spark with Python/7.1 Amazon Guide to Using PuTTY for Windows SSH.html	122.00 B
25. Big Data and Spark with Python/8. SSH with Mac or Linux.mp4	9.15 MB
25. Big Data and Spark with Python/8. SSH with Mac or Linux.vtt	7.10 kB
25. Big Data and Spark with Python/8.1 Amazon Guide to SSH with Mac.html	140.00 B
25. Big Data and Spark with Python/9. PySpark Setup.mp4	60.40 MB
25. Big Data and Spark with Python/9. PySpark Setup.vtt	32.23 kB
25. Big Data and Spark with Python/9.1 Step by Step Guide for PySpark Set-up.html	158.00 B
26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.mp4	4.90 MB
26. Neural Nets and Deep Learning/1. Welcome to the Deep Learning Section!.vtt	647.00 B
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4	94.60 MB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.vtt	13.32 kB
26. Neural Nets and Deep Learning/2. Neural Network Theory.mp4	12.45 MB
26. Neural Nets and Deep Learning/2. Neural Network Theory.vtt	9.04 kB
26. Neural Nets and Deep Learning/3. What is TensorFlow.mp4	25.11 MB
26. Neural Nets and Deep Learning/3. What is TensorFlow.vtt	7.91 kB
26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.mp4	7.27 MB
26. Neural Nets and Deep Learning/4. Installing Tensorflow 1.10.vtt	2.59 kB
26. Neural Nets and Deep Learning/5. TensorFlow Basics.mp4	30.98 MB
26. Neural Nets and Deep Learning/5. TensorFlow Basics.vtt	19.11 kB
26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4	58.38 MB
26. Neural Nets and Deep Learning/6. MNIST - Part One.vtt	12.49 kB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4	94.09 MB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.vtt	19.06 kB
26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4	156.64 MB
26. Neural Nets and Deep Learning/8. Tensorflow Estimators.vtt	27.17 kB
26. Neural Nets and Deep Learning/9. Deep Learning Project.mp4	28.16 MB
26. Neural Nets and Deep Learning/9. Deep Learning Project.vtt	5.11 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4	69.26 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.vtt	34.30 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.mp4	21.73 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/2. MNIST with Multi-Layer Perceptron - Part 1.vtt	15.70 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.mp4	36.52 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/3. MNIST with Multi-Layer Perceptron - Part 2.vtt	20.36 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.mp4	44.34 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.vtt	23.30 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.mp4	19.54 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/5. TensorFlow with ContribLearn.vtt	11.57 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.mp4	7.31 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/6. Tensorflow Project Exercise Overview.vtt	3.48 kB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.mp4	37.51 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/7. Tensorflow Project Exercise - Solutions.vtt	18.19 kB
28. BONUS DISCOUNT COUPONS FOR OTHER COURSES/1. Bonus Lecture Coupons.html	3.20 kB
3. Jupyter Overview/1. Updates to Notebook Zip.html	197.00 B
3. Jupyter Overview/2. Jupyter Notebooks.mp4	31.98 MB
3. Jupyter Overview/2. Jupyter Notebooks.vtt	20.26 kB
3. Jupyter Overview/2.1 Py-DS-ML-Bootcamp-master.zip.zip	52.50 MB
3. Jupyter Overview/3. Optional Virtual Environments.mp4	18.94 MB
3. Jupyter Overview/3. Optional Virtual Environments.vtt	13.78 kB
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.mp4	3.95 MB
4. Python Crash Course/1. Welcome to the Python Crash Course Section!.vtt	511.00 B
4. Python Crash Course/2. Introduction to Python Crash Course.mp4	2.66 MB
4. Python Crash Course/2. Introduction to Python Crash Course.vtt	2.08 kB
4. Python Crash Course/3. Python Crash Course - Part 1.mp4	35.79 MB
4. Python Crash Course/3. Python Crash Course - Part 1.vtt	24.27 kB
4. Python Crash Course/4. Python Crash Course - Part 2.mp4	28.87 MB
4. Python Crash Course/4. Python Crash Course - Part 2.vtt	19.90 kB
4. Python Crash Course/5. Python Crash Course - Part 3.mp4	31.76 MB
4. Python Crash Course/5. Python Crash Course - Part 3.vtt	20.71 kB
4. Python Crash Course/6. Python Crash Course - Part 4.mp4	29.26 MB
4. Python Crash Course/6. Python Crash Course - Part 4.vtt	19.02 kB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.mp4	9.38 MB
4. Python Crash Course/7. Python Crash Course Exercises - Overview.vtt	5.33 kB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.mp4	27.24 MB
4. Python Crash Course/8. Python Crash Course Exercises - Solutions.vtt	14.61 kB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.mp4	2.48 MB
5. Python for Data Analysis - NumPy/1. Welcome to the NumPy Section!.vtt	316.00 B
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.mp4	4.15 MB
5. Python for Data Analysis - NumPy/2. Introduction to Numpy.vtt	2.99 kB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.mp4	33.44 MB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.vtt	20.50 kB
5. Python for Data Analysis - NumPy/4. Quick Note on Array Indexing.html	1.03 kB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.mp4	37.30 MB
5. Python for Data Analysis - NumPy/5. Numpy Array Indexing.vtt	22.33 kB
5. Python for Data Analysis - NumPy/6. Numpy Operations.mp4	25.46 MB
5. Python for Data Analysis - NumPy/6. Numpy Operations.vtt	9.74 kB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.mp4	9.76 MB
5. Python for Data Analysis - NumPy/7. Numpy Exercises Overview.vtt	4.28 kB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.mp4	38.28 MB
5. Python for Data Analysis - NumPy/8. Numpy Exercises Solutions.vtt	21.11 kB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.mp4	3.26 MB
6. Python for Data Analysis - Pandas/1. Welcome to the Pandas Section!.vtt	427.00 B
6. Python for Data Analysis - Pandas/10. Operations.mp4	24.12 MB
6. Python for Data Analysis - Pandas/10. Operations.vtt	15.84 kB
6. Python for Data Analysis - Pandas/11. Data Input and Output.mp4	36.63 MB
6. Python for Data Analysis - Pandas/11. Data Input and Output.vtt	18.75 kB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.mp4	3.19 MB
6. Python for Data Analysis - Pandas/2. Introduction to Pandas.vtt	2.35 kB
6. Python for Data Analysis - Pandas/3. Series.mp4	20.30 MB
6. Python for Data Analysis - Pandas/3. Series.vtt	13.91 kB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.mp4	39.77 MB
6. Python for Data Analysis - Pandas/4. DataFrames - Part 1.vtt	19.06 kB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.mp4	42.03 MB
6. Python for Data Analysis - Pandas/5. DataFrames - Part 2.vtt	22.31 kB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.mp4	20.85 MB
6. Python for Data Analysis - Pandas/6. DataFrames - Part 3.vtt	11.23 kB
6. Python for Data Analysis - Pandas/7. Missing Data.mp4	12.14 MB
6. Python for Data Analysis - Pandas/7. Missing Data.vtt	7.80 kB
6. Python for Data Analysis - Pandas/8. Groupby.mp4	14.77 MB
6. Python for Data Analysis - Pandas/8. Groupby.vtt	9.02 kB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.mp4	26.16 MB
6. Python for Data Analysis - Pandas/9. Merging Joining and Concatenating.vtt	12.32 kB
7. Python for Data Analysis - Pandas Exercises/1. SF Salaries Exercise Overview.mp4	6.78 MB
7. Python for Data Analysis - Pandas Exercises/1. SF Salaries Exercise Overview.vtt	3.02 kB
7. Python for Data Analysis - Pandas Exercises/2. Note on SF Salary Exercise.html	559.00 B
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.mp4	42.69 MB
7. Python for Data Analysis - Pandas Exercises/3. SF Salaries Solutions.vtt	18.39 kB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.mp4	7.39 MB
7. Python for Data Analysis - Pandas Exercises/4. Ecommerce Purchases Exercise Overview.vtt	3.43 kB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.mp4	43.07 MB
7. Python for Data Analysis - Pandas Exercises/5. Ecommerce Purchases Exercise Solutions.vtt	18.96 kB
8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.mp4	5.19 MB
8. Python for Data Visualization - Matplotlib/1. Welcome to the Data Visualization Section!.vtt	686.00 B
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.mp4	12.64 MB
8. Python for Data Visualization - Matplotlib/2. Introduction to Matplotlib.vtt	4.72 kB
8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.mp4	36.17 MB
8. Python for Data Visualization - Matplotlib/3. Matplotlib Part 1.vtt	22.33 kB
8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.mp4	31.56 MB
8. Python for Data Visualization - Matplotlib/4. Matplotlib Part 2.vtt	19.18 kB
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.mp4	27.28 MB
8. Python for Data Visualization - Matplotlib/5. Matplotlib Part 3.vtt	15.82 kB
8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.mp4	5.86 MB
8. Python for Data Visualization - Matplotlib/6. Matplotlib Exercises Overview.vtt	2.38 kB
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.mp4	27.72 MB
8. Python for Data Visualization - Matplotlib/7. Matplotlib Exercises - Solutions.vtt	11.44 kB
9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.mp4	9.03 MB
9. Python for Data Visualization - Seaborn/1. Introduction to Seaborn.vtt	4.07 kB
9. Python for Data Visualization - Seaborn/1.1 Link to Seaborn Documentation (updated).html	87.00 B
9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4	51.40 MB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.vtt	25.44 kB
9. Python for Data Visualization - Seaborn/3. Categorical Plots.mp4	38.50 MB
9. Python for Data Visualization - Seaborn/3. Categorical Plots.vtt	23.24 kB
9. Python for Data Visualization - Seaborn/4. Matrix Plots.mp4	22.36 MB
9. Python for Data Visualization - Seaborn/4. Matrix Plots.vtt	13.08 kB
9. Python for Data Visualization - Seaborn/5. Grids.mp4	19.88 MB
9. Python for Data Visualization - Seaborn/5. Grids.vtt	11.40 kB
9. Python for Data Visualization - Seaborn/6. Regression Plots.mp4	15.46 MB
9. Python for Data Visualization - Seaborn/6. Regression Plots.vtt	9.30 kB
9. Python for Data Visualization - Seaborn/7. Style and Color.mp4	18.99 MB
9. Python for Data Visualization - Seaborn/7. Style and Color.vtt	10.96 kB
9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.mp4	6.64 MB
9. Python for Data Visualization - Seaborn/8. Seaborn Exercise Overview.vtt	2.62 kB
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.mp4	20.05 MB
9. Python for Data Visualization - Seaborn/9. Seaborn Exercise Solutions.vtt	9.09 kB
[FreeCourseLab.com].url	126.00 B

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Udemy - Python for Data Science and Machine Learning Bootcamp