[FreeAllCourse Com] Udemy - Learning Python for Data Analysis and Visualization

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3.9 GB

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eBooks

Added

03/02/20 at 7:04am GMT+1

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Verified by VeriPLUS

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Courses Programming

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b4c263049672d9a936f68c6365aa10c6463ccd50

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Description

Learning Python for Data Analysis and Visualization

Learn python and how to use it to analyze,visualize and present data. Includes tons of sample code and hours of video!

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What you'll learn?

#Have an intermediate skill level of Python programming.
#Use the Jupyter Notebook Environment.
#Use the numpy library to create and manipulate arrays.
#Use the pandas module with Python to create and structure data.
#Learn how to work with various data formats within python, including: JSON,HTML, and MS Excel Worksheets.
#Create data visualizations using matplotlib and the seaborn modules with python.
#Have a portfolio of various data analysis projects.

Description

Created by Jose Portilla
Last updated 9/2019
English

File list

[FreeAllCourse Com] Udemy - Learning Python for Data Analysis and Visualization
1. Intro to Course and Python/1. Course Intro.mp4 13.3 MB
1. Intro to Course and Python/1. Course Intro.srt 5.8 KB
1. Intro to Course and Python/2. Course FAQs.html 6.9 KB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4 46.2 MB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.srt 19.7 KB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4 67.9 MB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.srt 23.9 KB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 73.5 MB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.srt 29.1 KB
10. Machine Learning/12. Support Vector Machines Part 1.mp4 64.9 MB
10. Machine Learning/12. Support Vector Machines Part 1.srt 19.1 KB
10. Machine Learning/13. Support Vector Machines - Part 2.mp4 85.8 MB
10. Machine Learning/13. Support Vector Machines - Part 2.srt 35.4 KB
10. Machine Learning/14. Naive Bayes Part 1.mp4 35.7 MB
10. Machine Learning/14. Naive Bayes Part 1.srt 13.8 KB
10. Machine Learning/15. Naive Bayes Part 2.mp4 65.5 MB
10. Machine Learning/15. Naive Bayes Part 2.srt 16.8 KB
10. Machine Learning/16. Decision Trees and Random Forests.mp4 152.9 MB
10. Machine Learning/16. Decision Trees and Random Forests.srt 42.8 KB
10. Machine Learning/17. Natural Language Processing Part 1.mp4 62.8 MB
10. Machine Learning/17. Natural Language Processing Part 1.srt 10.9 KB
10. Machine Learning/18. Natural Language Processing Part 2.mp4 59.7 MB
10. Machine Learning/18. Natural Language Processing Part 2.srt 21.6 KB
10. Machine Learning/19. Natural Language Processing Part 3.mp4 148.9 MB
10. Machine Learning/19. Natural Language Processing Part 3.srt 28.6 KB
10. Machine Learning/2. Linear Regression Part 1.mp4 58.7 MB
10. Machine Learning/2. Linear Regression Part 1.srt 25.6 KB
10. Machine Learning/20. Natural Language Processing Part 4.mp4 112.8 MB
10. Machine Learning/20. Natural Language Processing Part 4.srt 21 KB
10. Machine Learning/3. Linear Regression Part 2.mp4 52.5 MB
10. Machine Learning/3. Linear Regression Part 2.srt 25.6 KB
10. Machine Learning/4. Linear Regression Part 3.mp4 68.9 MB
10. Machine Learning/4. Linear Regression Part 3.srt 25.6 KB
10. Machine Learning/5. Linear Regression Part 4.mp4 78.6 MB
10. Machine Learning/5. Linear Regression Part 4.srt 32.5 KB
10. Machine Learning/6. Logistic Regression Part 1.mp4 71.8 MB
10. Machine Learning/6. Logistic Regression Part 1.srt 20.2 KB
10. Machine Learning/7. Logistic Regression Part 2.mp4 51.8 MB
10. Machine Learning/7. Logistic Regression Part 2.srt 19.3 KB
10. Machine Learning/8. Logistic Regression Part 3.mp4 39.7 MB
10. Machine Learning/8. Logistic Regression Part 3.srt 14.9 KB
10. Machine Learning/9. Logistic Regression Part 4.mp4 97.9 MB
10. Machine Learning/9. Logistic Regression Part 4.srt 27.6 KB
11. Appendix Statistics Overview/1. Intro to Appendix B.mp4 7.2 MB
11. Appendix Statistics Overview/1. Intro to Appendix B.srt 4.6 KB
11. Appendix Statistics Overview/1.1 Viewer Link For Stats Notes.txt 121 B
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4 15.7 MB
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.srt 4.3 KB
11. Appendix Statistics Overview/11. Bayes Theorem.mp4 36.8 MB
11. Appendix Statistics Overview/11. Bayes Theorem.srt 14.3 KB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4 21.8 MB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.srt 10.1 KB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4 25.2 MB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.srt 10.7 KB
11. Appendix Statistics Overview/4. Binomial Distribution.mp4 41.7 MB
11. Appendix Statistics Overview/4. Binomial Distribution.srt 19.4 KB
11. Appendix Statistics Overview/5. Poisson Distribution.mp4 40.2 MB
11. Appendix Statistics Overview/5. Poisson Distribution.srt 17.1 KB
11. Appendix Statistics Overview/6. Normal Distribution.mp4 19.4 MB
11. Appendix Statistics Overview/6. Normal Distribution.srt 9.5 KB
11. Appendix Statistics Overview/7. Sampling Techniques.mp4 22 MB
11. Appendix Statistics Overview/7. Sampling Techniques.srt 7.7 KB
11. Appendix Statistics Overview/8. T-Distribution.mp4 16.4 MB
11. Appendix Statistics Overview/8. T-Distribution.srt 7.8 KB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4 78.9 MB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.srt 28.3 KB
12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4 43.8 MB
12. Appendix SQL and Python/1. Introduction to SQL with Python.srt 16.4 KB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 32.3 MB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.srt 15.1 KB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 28.1 MB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.srt 12.9 KB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4 37.3 MB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.srt 17.8 KB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4 43.8 MB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.srt 16.1 KB
14. Appendix Python Special Offers/1. Python Overview Part 1.mp4 34.5 MB
14. Appendix Python Special Offers/1. Python Overview Part 1.srt 24.8 KB
14. Appendix Python Special Offers/2. Python Overview Part 2.mp4 21.9 MB
14. Appendix Python Special Offers/2. Python Overview Part 2.srt 16.2 KB
14. Appendix Python Special Offers/3. Python Overview Part 3.mp4 19.9 MB
14. Appendix Python Special Offers/3. Python Overview Part 3.srt 14.2 KB
15. BONUS SECTION THANK YOU!/1. Bonus Lecture.html 532 B
2. Setup/1. Installation Setup and Overview.mp4 24.4 MB
2. Setup/1. Installation Setup and Overview.srt 10.3 KB
2. Setup/1.1 Link for FAQ.html 149 B
2. Setup/1.2 Link to Code Notebooks for Course!.html 131 B
2. Setup/2. IDEs and Course Resources.mp4 30.3 MB
2. Setup/2. IDEs and Course Resources.srt 16.2 KB
2. Setup/2.1 Link to Code Notebooks for Course!.html 131 B
2. Setup/3. iPythonJupyter Notebook Overview.mp4 69 MB
2. Setup/3. iPythonJupyter Notebook Overview.srt 22.7 KB
2. Setup/3.1 Link to Code Notebooks for Course!.html 131 B
2. Setup/3.2 Lecture 4 Info.txt 180 B
3. Learning Numpy/1. Intro to numpy.html 917 B
3. Learning Numpy/2. Creating arrays.mp4 13.1 MB
3. Learning Numpy/2. Creating arrays.srt 9.6 KB
3. Learning Numpy/3. Using arrays and scalars.mp4 7.9 MB
3. Learning Numpy/3. Using arrays and scalars.srt 6.5 KB

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