Udemy - Learning Python for Data Analysis and Visualization

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name:	Udemy - Learning Python for Data Analysis and Visualization
说明: You'll get a full understanding of how to program with Python and how to use it in conjunction with scientific computing modules and libraries to analyze data. You will also get lifetime access to over 100 example python code notebooks, new and updated videos, as well as future additions of various data analysis projects that you can use for a portfolio to show future employers!
YouTube 视频:
类别:	Tutorials
语言:	English
总大小:	1.97 GB
哈希信息:	CBFD1B486D602138699407B715EE096959FA4F24
增加:	fclab16
加入的日期:	2019-01-20 05:36:26
洪流地位:	Torrent Verified

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文件列表:

文件	大小
1. Intro to Course and Python/1. Course Intro.mp4	5.90 MB
1. Intro to Course and Python/1. Course Intro.vtt	5.25 kB
1. Intro to Course and Python/2. Course FAQs.html	6.95 kB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4	17.93 MB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.vtt	17.84 kB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4	26.81 MB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.vtt	20.83 kB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4	30.63 MB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt	25.51 kB
10. Machine Learning/12. Support Vector Machines Part 1.mp4	23.54 MB
10. Machine Learning/12. Support Vector Machines Part 1.vtt	16.75 kB
10. Machine Learning/13. Support Vector Machines - Part 2.mp4	35.95 MB
10. Machine Learning/13. Support Vector Machines - Part 2.vtt	31.08 kB
10. Machine Learning/14. Naive Bayes Part 1.mp4	14.05 MB
10. Machine Learning/14. Naive Bayes Part 1.vtt	12.85 kB
10. Machine Learning/15. Naive Bayes Part 2.mp4	23.24 MB
10. Machine Learning/15. Naive Bayes Part 2.vtt	14.97 kB
10. Machine Learning/16. Decision Trees and Random Forests.mp4	152.94 MB
10. Machine Learning/16. Decision Trees and Random Forests.vtt	37.52 kB
10. Machine Learning/17. Natural Language Processing Part 1.mp4	43.88 MB
10. Machine Learning/17. Natural Language Processing Part 1.vtt	9.69 kB
10. Machine Learning/18. Natural Language Processing Part 2.mp4	59.74 MB
10. Machine Learning/18. Natural Language Processing Part 2.vtt	18.56 kB
10. Machine Learning/19. Natural Language Processing Part 3.mp4	92.56 MB
10. Machine Learning/19. Natural Language Processing Part 3.vtt	25.00 kB
10. Machine Learning/2. Linear Regression Part 1.mp4	24.17 MB
10. Machine Learning/2. Linear Regression Part 1.vtt	10.89 MB
10. Machine Learning/20. Natural Language Processing Part 4.mp4	67.12 MB
10. Machine Learning/20. Natural Language Processing Part 4.vtt	18.54 kB
10. Machine Learning/3. Linear Regression Part 2.mp4	22.46 MB
10. Machine Learning/3. Linear Regression Part 2.vtt	22.46 MB
10. Machine Learning/4. Linear Regression Part 3.mp4	27.19 MB
10. Machine Learning/4. Linear Regression Part 3.vtt	23.33 kB
10. Machine Learning/5. Linear Regression Part 4.mp4	30.87 MB
10. Machine Learning/5. Linear Regression Part 4.vtt	29.49 kB
10. Machine Learning/6. Logistic Regression Part 1.mp4	25.03 MB
10. Machine Learning/6. Logistic Regression Part 1.vtt	18.28 kB
10. Machine Learning/7. Logistic Regression Part 2.mp4	20.80 MB
10. Machine Learning/7. Logistic Regression Part 2.vtt	16.81 kB
10. Machine Learning/8. Logistic Regression Part 3.mp4	16.54 MB
10. Machine Learning/8. Logistic Regression Part 3.vtt	13.04 kB
10. Machine Learning/9. Logistic Regression Part 4.mp4	35.26 MB
10. Machine Learning/9. Logistic Regression Part 4.vtt	24.52 kB
11. Appendix Statistics Overview/1. Intro to Appendix B.mp4	2.97 MB
11. Appendix Statistics Overview/1. Intro to Appendix B.vtt	4.23 kB
11. Appendix Statistics Overview/1.1 Viewer Link For Stats Notes.txt	121.00 B
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4	5.61 MB
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.vtt	3.89 kB
11. Appendix Statistics Overview/11. Bayes Theorem.mp4	14.47 MB
11. Appendix Statistics Overview/11. Bayes Theorem.vtt	12.69 kB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4	8.67 MB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.vtt	9.24 kB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4	9.87 MB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.vtt	9.76 kB
11. Appendix Statistics Overview/4. Binomial Distribution.mp4	17.02 MB
11. Appendix Statistics Overview/4. Binomial Distribution.vtt	17.58 kB
11. Appendix Statistics Overview/5. Poisson Distribution.mp4	16.00 MB
11. Appendix Statistics Overview/5. Poisson Distribution.vtt	15.54 kB
11. Appendix Statistics Overview/6. Normal Distribution.mp4	8.29 MB
11. Appendix Statistics Overview/6. Normal Distribution.vtt	8.70 kB
11. Appendix Statistics Overview/7. Sampling Techniques.mp4	8.13 MB
11. Appendix Statistics Overview/7. Sampling Techniques.vtt	7.08 kB
11. Appendix Statistics Overview/8. T-Distribution.mp4	6.66 MB
11. Appendix Statistics Overview/8. T-Distribution.vtt	7.14 kB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4	30.69 MB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.vtt	25.16 kB
12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4	16.40 MB
12. Appendix SQL and Python/1. Introduction to SQL with Python.vtt	14.94 kB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4	13.46 MB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt	13.79 kB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4	11.72 MB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt	11.78 kB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4	14.54 MB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.vtt	16.26 kB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4	17.38 MB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.vtt	14.58 kB
14. Appendix Python Special Offers/1. Python Overview Part 1.mp4	17.40 MB
14. Appendix Python Special Offers/1. Python Overview Part 1.vtt	20.85 kB
14. Appendix Python Special Offers/2. Python Overview Part 2.mp4	11.08 MB
14. Appendix Python Special Offers/2. Python Overview Part 2.vtt	14.65 kB
14. Appendix Python Special Offers/3. Python Overview Part 3.mp4	9.82 MB
14. Appendix Python Special Offers/3. Python Overview Part 3.vtt	12.88 kB
15. BONUS SPECIAL DISCOUNT COUPONS/1. Bonus Lecture Coupons.html	5.99 kB
2. Setup/1. Installation Setup and Overview.mp4	24.37 MB
2. Setup/1. Installation Setup and Overview.vtt	8.86 kB
2. Setup/1.1 Link for FAQ.html	149.00 B
2. Setup/1.2 Link to Code Notebooks for Course!.html	131.00 B
2. Setup/2. IDEs and Course Resources.mp4	30.35 MB
2. Setup/2. IDEs and Course Resources.vtt	13.79 kB
2. Setup/2.1 Link to Code Notebooks for Course!.html	131.00 B
2. Setup/3. iPythonJupyter Notebook Overview.mp4	39.45 MB
2. Setup/3. iPythonJupyter Notebook Overview.vtt	19.39 kB
2. Setup/3.1 Lecture 4 Info.txt	180.00 B
2. Setup/3.2 Link to Code Notebooks for Course!.html	131.00 B
3. Learning Numpy/1. Intro to numpy.html	917.00 B
3. Learning Numpy/2. Creating arrays.mp4	6.70 MB
3. Learning Numpy/2. Creating arrays.vtt	8.76 kB
3. Learning Numpy/3. Using arrays and scalars.mp4	4.09 MB
3. Learning Numpy/3. Using arrays and scalars.vtt	5.95 kB
3. Learning Numpy/4. Indexing Arrays.mp4	13.27 MB
3. Learning Numpy/4. Indexing Arrays.vtt	16.96 kB
3. Learning Numpy/5. Array Transposition.mp4	3.73 MB
3. Learning Numpy/5. Array Transposition.vtt	4.54 kB
3. Learning Numpy/6. Universal Array Function.mp4	6.39 MB
3. Learning Numpy/6. Universal Array Function.vtt	7.00 kB
3. Learning Numpy/7. Array Processing.mp4	20.53 MB
3. Learning Numpy/7. Array Processing.vtt	21.93 kB
3. Learning Numpy/8. Array Input and Output.mp4	7.10 MB
3. Learning Numpy/8. Array Input and Output.vtt	8.68 kB
4. Intro to Pandas/1. Series.mp4	12.59 MB
4. Intro to Pandas/1. Series.vtt	14.98 kB
4. Intro to Pandas/10. Missing Data.mp4	9.93 MB
4. Intro to Pandas/10. Missing Data.vtt	13.02 kB
4. Intro to Pandas/11. Index Hierarchy.mp4	12.21 MB
4. Intro to Pandas/11. Index Hierarchy.vtt	15.89 kB
4. Intro to Pandas/2. DataFrames.mp4	21.85 MB
4. Intro to Pandas/2. DataFrames.vtt	18.87 kB
4. Intro to Pandas/3. Index objects.mp4	4.60 MB
4. Intro to Pandas/3. Index objects.vtt	5.27 kB
4. Intro to Pandas/4. Reindex.mp4	15.83 MB
4. Intro to Pandas/4. Reindex.vtt	15.83 MB
4. Intro to Pandas/5. Drop Entry.mp4	5.01 MB
4. Intro to Pandas/5. Drop Entry.vtt	6.17 kB
4. Intro to Pandas/6. Selecting Entries.mp4	9.56 MB
4. Intro to Pandas/6. Selecting Entries.vtt	10.57 kB
4. Intro to Pandas/7. Data Alignment.mp4	9.53 MB
4. Intro to Pandas/7. Data Alignment.vtt	11.04 kB
4. Intro to Pandas/8. Rank and Sort.mp4	4.87 MB
4. Intro to Pandas/8. Rank and Sort.vtt	6.77 kB
4. Intro to Pandas/9. Summary Statistics.mp4	21.95 MB
4. Intro to Pandas/9. Summary Statistics.vtt	26.62 kB
5. Working with Data Part 1/1. Reading and Writing Text Files.mp4	10.40 MB
5. Working with Data Part 1/1. Reading and Writing Text Files.vtt	11.92 kB
5. Working with Data Part 1/2. JSON with Python.mp4	4.27 MB
5. Working with Data Part 1/2. JSON with Python.vtt	5.15 kB
5. Working with Data Part 1/3. HTML with Python.mp4	5.72 MB
5. Working with Data Part 1/3. HTML with Python.vtt	5.10 kB
5. Working with Data Part 1/4. Microsoft Excel files with Python.mp4	3.66 MB
5. Working with Data Part 1/4. Microsoft Excel files with Python.vtt	4.86 kB
6. Working with Data Part 2/1. Merge.mp4	18.58 MB
6. Working with Data Part 2/1. Merge.vtt	20.89 kB
6. Working with Data Part 2/10. Rename Index.mp4	5.23 MB
6. Working with Data Part 2/10. Rename Index.vtt	6.64 kB
6. Working with Data Part 2/11. Binning.mp4	6.25 MB
6. Working with Data Part 2/11. Binning.vtt	7.24 kB
6. Working with Data Part 2/12. Outliers.mp4	7.52 MB
6. Working with Data Part 2/12. Outliers.vtt	7.59 kB
6. Working with Data Part 2/13. Permutation.mp4	4.57 MB
6. Working with Data Part 2/13. Permutation.vtt	5.68 kB
6. Working with Data Part 2/2. Merge on Index.mp4	12.31 MB
6. Working with Data Part 2/2. Merge on Index.vtt	13.15 kB
6. Working with Data Part 2/3. Concatenate.mp4	9.76 MB
6. Working with Data Part 2/3. Concatenate.vtt	11.46 kB
6. Working with Data Part 2/4. Combining DataFrames.mp4	9.65 MB
6. Working with Data Part 2/4. Combining DataFrames.vtt	11.55 kB
6. Working with Data Part 2/5. Reshaping.mp4	7.11 MB
6. Working with Data Part 2/5. Reshaping.vtt	8.18 kB
6. Working with Data Part 2/6. Pivoting.mp4	7.13 MB
6. Working with Data Part 2/6. Pivoting.vtt	7.76 kB
6. Working with Data Part 2/7. Duplicates in DataFrames.mp4	5.46 MB
6. Working with Data Part 2/7. Duplicates in DataFrames.vtt	7.09 kB
6. Working with Data Part 2/8. Mapping.mp4	3.86 MB
6. Working with Data Part 2/8. Mapping.vtt	4.75 kB
6. Working with Data Part 2/9. Replace.mp4	2.71 MB
6. Working with Data Part 2/9. Replace.vtt	4.10 kB
7. Working with Data Part 3/1. GroupBy on DataFrames.mp4	17.17 MB
7. Working with Data Part 3/1. GroupBy on DataFrames.vtt	19.96 kB
7. Working with Data Part 3/2. GroupBy on Dict and Series.mp4	11.84 MB
7. Working with Data Part 3/2. GroupBy on Dict and Series.vtt	13.90 kB
7. Working with Data Part 3/3. Aggregation.mp4	18.65 MB
7. Working with Data Part 3/3. Aggregation.vtt	16.49 kB
7. Working with Data Part 3/4. Splitting Applying and Combining.mp4	10.58 MB
7. Working with Data Part 3/4. Splitting Applying and Combining.vtt	11.02 kB
7. Working with Data Part 3/5. Cross Tabulation.mp4	4.51 MB
7. Working with Data Part 3/5. Cross Tabulation.vtt	6.17 kB
8. Data Visualization/1. Installing Seaborn.mp4	2.40 MB
8. Data Visualization/1. Installing Seaborn.vtt	2.47 kB
8. Data Visualization/2. Histograms.mp4	9.38 MB
8. Data Visualization/2. Histograms.vtt	11.50 kB
8. Data Visualization/3. Kernel Density Estimate Plots.mp4	27.03 MB
8. Data Visualization/3. Kernel Density Estimate Plots.vtt	30.72 kB
8. Data Visualization/4. Combining Plot Styles.mp4	5.72 MB
8. Data Visualization/4. Combining Plot Styles.vtt	7.62 kB
8. Data Visualization/5. Box and Violin Plots.mp4	8.70 MB
8. Data Visualization/5. Box and Violin Plots.vtt	10.10 kB
8. Data Visualization/6. Regression Plots.mp4	17.42 MB
8. Data Visualization/6. Regression Plots.vtt	22.46 kB
8. Data Visualization/7. Heatmaps and Clustered Matrices.mp4	18.26 MB
8. Data Visualization/7. Heatmaps and Clustered Matrices.vtt	19.92 kB
9. Example Projects/1. Data Projects Preview.mp4	25.80 MB
9. Example Projects/1. Data Projects Preview.vtt	4.82 kB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp4	16.61 MB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.vtt	13.62 kB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp4	9.80 MB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.vtt	8.80 kB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp4	36.83 MB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.vtt	33.20 kB
9. Example Projects/13. Data Project - Intro to Election Analysis.mp4	14.91 MB
9. Example Projects/13. Data Project - Intro to Election Analysis.vtt	14.91 MB
9. Example Projects/14. Data Project - Election Analysis Part 1.mp4	19.41 MB
9. Example Projects/14. Data Project - Election Analysis Part 1.vtt	22.10 kB
9. Example Projects/15. Data Project - Election Analysis Part 2.mp4	24.90 MB
9. Example Projects/15. Data Project - Election Analysis Part 2.vtt	25.28 kB
9. Example Projects/16. Data Project - Election Analysis Part 3.mp4	17.12 MB
9. Example Projects/16. Data Project - Election Analysis Part 3.vtt	19.43 kB
9. Example Projects/17. Data Project - Election Analysis Part 4.mp4	82.10 MB
9. Example Projects/17. Data Project - Election Analysis Part 4.vtt	26.66 kB
9. Example Projects/2. Intro to Data Projects.mp4	6.66 MB
9. Example Projects/2. Intro to Data Projects.vtt	6.75 kB
9. Example Projects/2.1 First Data Project.txt	306.00 B
9. Example Projects/3. Titanic Project - Part 1.mp4	18.82 MB
9. Example Projects/3. Titanic Project - Part 1.vtt	21.60 kB
9. Example Projects/3.1 First Data Project.txt	306.00 B
9. Example Projects/4. Titanic Project - Part 2.mp4	17.52 MB
9. Example Projects/4. Titanic Project - Part 2.vtt	18.61 kB
9. Example Projects/5. Titanic Project - Part 3.mp4	16.20 MB
9. Example Projects/5. Titanic Project - Part 3.vtt	17.19 kB
9. Example Projects/6. Titanic Project - Part 4.mp4	2.46 MB
9. Example Projects/6. Titanic Project - Part 4.vtt	3.33 kB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp4	10.37 MB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.vtt	4.78 kB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp4	13.64 MB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.vtt	15.64 kB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp4	23.43 MB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.vtt	23.15 kB
[FreeCourseLab.com].url	126.00 B

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Udemy - Learning Python for Data Analysis and Visualization