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

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size3.9 GB
  • Uploaded ByLMorningStar
  • Downloads226
  • Last checkedFeb. 29th '20
  • Date uploadedFeb. 28th '20
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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


Files:

[FreeAllCourse.Com] Udemy - Learning Python for Data Analysis and Visualization 1. Intro to Course and Python
  • 1. Course Intro.mp4 (13.3 MB)
  • 1. Course Intro.srt (5.8 KB)
  • 2. Course FAQs.html (6.9 KB)
10. Machine Learning
  • 1. Introduction to Machine Learning with SciKit Learn.mp4 (46.2 MB)
  • 1. Introduction to Machine Learning with SciKit Learn.srt (19.7 KB)
  • 10. Multi Class Classification Part 1 - Logistic Regression.mp4 (67.9 MB)
  • 10. Multi Class Classification Part 1 - Logistic Regression.srt (23.9 KB)
  • 11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 (73.5 MB)
  • 11. Multi Class Classification Part 2 - k Nearest Neighbor.srt (29.1 KB)
  • 12. Support Vector Machines Part 1.mp4 (64.9 MB)
  • 12. Support Vector Machines Part 1.srt (19.1 KB)
  • 13. Support Vector Machines - Part 2.mp4 (85.8 MB)
  • 13. Support Vector Machines - Part 2.srt (35.4 KB)
  • 14. Naive Bayes Part 1.mp4 (35.7 MB)
  • 14. Naive Bayes Part 1.srt (13.8 KB)
  • 15. Naive Bayes Part 2.mp4 (65.5 MB)
  • 15. Naive Bayes Part 2.srt (16.8 KB)
  • 16. Decision Trees and Random Forests.mp4 (152.9 MB)
  • 16. Decision Trees and Random Forests.srt (42.8 KB)
  • 17. Natural Language Processing Part 1.mp4 (62.8 MB)
  • 17. Natural Language Processing Part 1.srt (10.9 KB)
  • 18. Natural Language Processing Part 2.mp4 (59.7 MB)
  • 18. Natural Language Processing Part 2.srt (21.6 KB)
  • 19. Natural Language Processing Part 3.mp4 (148.9 MB)
  • 19. Natural Language Processing Part 3.srt (28.6 KB)
  • 2. Linear Regression Part 1.mp4 (58.7 MB)
  • 2. Linear Regression Part 1.srt (25.6 KB)
  • 20. Natural Language Processing Part 4.mp4 (112.8 MB)
  • 20. Natural Language Processing Part 4.srt (21.0 KB)
  • 3. Linear Regression Part 2.mp4 (52.5 MB)
  • 3. Linear Regression Part 2.srt (25.6 KB)
  • 4. Linear Regression Part 3.mp4 (68.9 MB)
  • 4. Linear Regression Part 3.srt (25.6 KB)
  • 5. Linear Regression Part 4.mp4 (78.6 MB)
  • 5. Linear Regression Part 4.srt (32.5 KB)
  • 6. Logistic Regression Part 1.mp4 (71.8 MB)
  • 6. Logistic Regression Part 1.srt (20.2 KB)
  • 7. Logistic Regression Part 2.mp4 (51.8 MB)
  • 7. Logistic Regression Part 2.srt (19.3 KB)
  • 8. Logistic Regression Part 3.mp4 (39.7 MB)
  • 8. Logistic Regression Part 3.srt (14.9 KB)
  • 9. Logistic Regression Part 4.mp4 (97.9 MB)
  • 9. Logistic Regression Part 4.srt (27.6 KB)
11. Appendix Statistics Overview
  • 1. Intro to Appendix B.mp4 (7.2 MB)
  • 1. Intro to Appendix B.srt (4.6 KB)
  • 1.1 Viewer Link For Stats Notes.txt (0.1 KB)
  • 10. Chi Square Test and Distribution.mp4 (15.7 MB)
  • 10. Chi Square Test and Distribution.srt (4.3 KB)
  • 11. Bayes Theorem.mp4 (36.8 MB)
  • 11. Bayes Theorem.srt (14.3 KB)
  • 2. Discrete Uniform Distribution.mp4 (21.8 MB)
  • 2. Discrete Uniform Distribution.srt (10.1 KB)
  • 3. Continuous Uniform Distribution.mp4 (25.2 MB)
  • 3. Continuous Uniform Distribution.srt (10.7 KB)
  • 4. Binomial Distribution.mp4 (41.7 MB)
  • 4. Binomial Distribution.srt (19.4 KB)
  • 5. Poisson Distribution.mp4 (40.2 MB)
  • 5. Poisson Distribution.srt (17.1 KB)
  • 6. Normal Distribution.mp4 (19.4 MB)
  • 6. Normal Distribution.srt (9.5 KB)
  • 7. Sampling Techniques.mp4 (22.0 MB)
  • 7. Sampling Techniques.srt (7.7 KB)
  • 8. T-Distribution.mp4 (16.4 MB)
  • 8. T-Distribution.srt (7.8 KB)
  • 9. Hypothesis Testing and Confidence Intervals.mp4 (78.9 MB)
  • 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)
  • 1. Introduction to SQL with Python.srt (16.4 KB)
  • 2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 (32.3 MB)
  • 2. SQL - SELECT,DISTINCT,WHERE,AND & OR.srt (15.1 KB)
  • 3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 (28.1 MB)
  • 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)
  • 1. Web Scraping Part 1.srt (17.8 KB)
  • 2. Web Scraping Part 2.mp4 (43.8 MB)
  • 2. Web Scraping Part 2.srt (16.1 KB)
14. Appendix Python Special Offers
  • 1. Python Overview Part 1.mp4 (34.5 MB)
  • 1. Python Overview Part 1.srt (24.8 KB)
  • 2. Python Overview Part 2.mp4 (21.9 MB)
  • 2. Python Overview Part 2.srt (16.2 KB)
  • 3. Python Overview Part 3.mp4 (19.9 MB)
  • 3. Python Overview Part 3.srt (14.2 KB)
15. BONUS SECTION THANK YOU!
  • 1. Bonus Lecture.html (0.5 KB)
2. Setup
  • 1. Installation Setup and Overview.mp4 (24.4 MB)
  • 1. Installation Setup and Overview.srt (10.3 KB)
  • 1.1 Link for FAQ.html (0.1 KB)
  • 1.2 Link to Code Notebooks for Course!.html (0.1 KB)
  • 2. IDEs and Course Resources.mp4 (30.3 MB)
  • 2. IDEs and Course Resources.srt (16.2 KB)
  • 2.1 Link to Code Notebooks for Course!.html (0.1 KB)
  • 3. iPythonJupyter Notebook Overview.mp4 (69.0 MB)
  • 3. iPythonJupyter Notebook Overview.srt (22.7 KB)
  • 3.1 Link to Code Notebooks for Course!.html (0.1 KB)
  • 3.2 Lecture 4 Info.txt (0.2 KB)
3. Learning Numpy
  • 1. Intro to numpy.html (0.9 KB)
  • 2. Creating arrays.mp4 (13.1 MB)
  • 2. Creating arrays.srt (9.6 KB)
  • 3. Using arrays and scalars.mp4 (7.9 MB)
  • 3. Using arrays and scalars.srt (6.5 KB)
  • 4. Indexing Arrays.mp4 (26.2 MB)
  • 4. Indexing Arrays.srt (18.8 KB)
  • 5. Array Transposition.mp4 (7.5 MB)
  • 5. Array Transposition.srt (5.0 KB)
  • 6. Universal Array Function.mp4 (14.9 MB)
  • 6. Universal Array Function.

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