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[GLODLS] UDEMY Tutorials - Learning Python for Data Analysis and Visualization
magnet:?xt=urn:btih:ebaa6ae39c7024c80cd9a9de999094c228423cd6&dn=[GLODLS] UDEMY Tutorials - Learning Python for Data Analysis and Visualization
磁力链接详情
Hash值:
ebaa6ae39c7024c80cd9a9de999094c228423cd6
点击数:
212
文件大小:
3.24 GB
文件数量:
104
创建日期:
2017-7-4 18:33
最后访问:
2024-6-16 15:08
访问标签:
GLODLS
UDEMY
Tutorials
-
Learning
Python
for
Data
Analysis
and
Visualization
文件列表详情
Section 1 Intro to Course and Python/001 Course Intro.mp4 11.48 MB
Section 1 Intro to Course and Python/002 Resources for Learning Python.mp4 3.74 MB
Section 10 Machine Learning/009 Logistic Regression Part 4.mp4 97.94 MB
Section 10 Machine Learning/013 Support Vector Machines - Part 2.mp4 85.84 MB
Section 10 Machine Learning/005 Linear Regression Part 4.mp4 78.64 MB
Section 10 Machine Learning/011 Multi Class Classification Part 2 - k Nearest Neighbor.mp4 73.53 MB
Section 10 Machine Learning/006 Logistic Regression Part 1.mp4 71.8 MB
Section 10 Machine Learning/004 Linear Regression Part 3.mp4 68.85 MB
Section 10 Machine Learning/010 Multi Class Classification Part 1 - Logistic Regression.mp4 67.85 MB
Section 10 Machine Learning/015 Naive Bayes Part 2.mp4 65.48 MB
Section 10 Machine Learning/012 Support Vector Machines Part 1.mp4 64.93 MB
Section 10 Machine Learning/002 Linear Regression Part 1.mp4 58.66 MB
Section 10 Machine Learning/003 Linear Regression Part 2.mp4 52.52 MB
Section 10 Machine Learning/007 Logistic Regression Part 2.mp4 51.81 MB
Section 10 Machine Learning/001 Introduction to Machine Learning with SciKit Learn.mp4 46.17 MB
Section 10 Machine Learning/008 Logistic Regression Part 3.mp4 39.67 MB
Section 10 Machine Learning/014 Naive Bayes Part 1.mp4 35.69 MB
Section 11 Appendix A Python Overview/002 Python Overview Part 1.mp4 34.46 MB
Section 11 Appendix A Python Overview/001 Intro to Resources for Learning Python.mp4 27.02 MB
Section 11 Appendix A Python Overview/003 Python Overview Part 2.mp4 21.89 MB
Section 11 Appendix A Python Overview/004 Python Overview Part 3.mp4 19.92 MB
Section 12 Appendix B Statistics Overview/009 Hypothesis Testing and Confidence Intervals.mp4 78.87 MB
Section 12 Appendix B Statistics Overview/004 Binomial Distribution.mp4 41.74 MB
Section 12 Appendix B Statistics Overview/005 Poisson Distribution.mp4 40.25 MB
Section 12 Appendix B Statistics Overview/011 Bayes Theorem.mp4 36.76 MB
Section 12 Appendix B Statistics Overview/003 Continuous Uniform Distribution.mp4 25.22 MB
Section 12 Appendix B Statistics Overview/007 Sampling Techniques.mp4 22 MB
Section 12 Appendix B Statistics Overview/002 Discrete Uniform Distribution.mp4 21.82 MB
Section 12 Appendix B Statistics Overview/006 Normal Distribution.mp4 19.42 MB
Section 12 Appendix B Statistics Overview/008 T-Distribution.mp4 16.35 MB
Section 12 Appendix B Statistics Overview/010 Chi Square Test and Distribution.mp4 15.71 MB
Section 12 Appendix B Statistics Overview/001 Intro to Appendix B.mp4 7.24 MB
Section 13 Appendix C SQL and Python/001 Introduction to SQL with Python.mp4 43.76 MB
Section 13 Appendix C SQL and Python/002 SQL - SELECT,DISTINCT,WHERE,AND OR.mp4 32.34 MB
Section 13 Appendix C SQL and Python/003 SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 28.13 MB
Section 14 Appendix D Web Scraping with Python/002 Web Scraping Part 2.mp4 43.82 MB
Section 14 Appendix D Web Scraping with Python/001 Web Scraping Part 1.mp4 37.31 MB
Section 2 Setup/001 Installation Setup and Overview.mp4 61.97 MB
Section 2 Setup/002 iPython Notebook Overview.mp4 8.89 MB
Section 2 Setup/003 Course Environment Overview.mp4 8.29 MB
Section 3 Learning Numpy/006 Array Processing.mp4 41.03 MB
Section 3 Learning Numpy/003 Indexing Arrays.mp4 26.16 MB
Section 3 Learning Numpy/005 Universal Array Function.mp4 14.94 MB
Section 3 Learning Numpy/007 Array Input and Output.mp4 13.97 MB
Section 3 Learning Numpy/001 Creating arrays.mp4 13.05 MB
Section 3 Learning Numpy/002 Using arrays and scalars.mp4 7.93 MB
Section 3 Learning Numpy/004 Array Transposition.mp4 7.53 MB
Section 4 Intro to Pandas/002 DataFrames.mp4 52.86 MB
Section 4 Intro to Pandas/009 Summary Statistics.mp4 46.09 MB
Section 4 Intro to Pandas/004 Reindex.mp4 32.26 MB
Section 4 Intro to Pandas/001 Series.mp4 24.75 MB
Section 4 Intro to Pandas/011 Index Hierarchy.mp4 24.03 MB
Section 4 Intro to Pandas/010 Missing Data.mp4 18.93 MB
Section 4 Intro to Pandas/006 Selecting Entries.mp4 18.12 MB
Section 4 Intro to Pandas/007 Data Alignment.mp4 17.7 MB
Section 4 Intro to Pandas/008 Rank and Sort.mp4 9.45 MB
Section 4 Intro to Pandas/005 Drop Entry.mp4 9.24 MB
Section 4 Intro to Pandas/003 Index objects.mp4 9.23 MB
Section 5 Working with Data Part 1/001 Reading and Writing Text Files.mp4 24.81 MB
Section 5 Working with Data Part 1/003 HTML with Python.mp4 13.46 MB
Section 5 Working with Data Part 1/002 JSON with Python.mp4 8.98 MB
Section 5 Working with Data Part 1/004 Microsoft Excel files with Python.mp4 7.62 MB
Section 6 Working with Data Part 2/001 Merge.mp4 36.33 MB
Section 6 Working with Data Part 2/002 Merge on Index.mp4 25.22 MB
Section 6 Working with Data Part 2/003 Concatenate.mp4 21.13 MB
Section 6 Working with Data Part 2/004 Combining DataFrames.mp4 19.88 MB
Section 6 Working with Data Part 2/006 Pivoting.mp4 17.98 MB
Section 6 Working with Data Part 2/012 Outliers.mp4 16.22 MB
Section 6 Working with Data Part 2/005 Reshaping.mp4 14.4 MB
Section 6 Working with Data Part 2/011 Binning.mp4 13.02 MB
Section 6 Working with Data Part 2/007 Duplicates in DataFrames.mp4 11.07 MB
Section 6 Working with Data Part 2/010 Rename Index.mp4 10.09 MB
Section 6 Working with Data Part 2/013 Permutation.mp4 8.74 MB
Section 6 Working with Data Part 2/008 Mapping.mp4 7.78 MB
Section 6 Working with Data Part 2/009 Replace.mp4 5.15 MB
Section 7 Working with Data Part 3/003 Aggregation.mp4 43.79 MB
Section 7 Working with Data Part 3/001 GroupBy on DataFrames.mp4 36.32 MB
Section 7 Working with Data Part 3/002 GroupBy on Dict and Series.mp4 23.31 MB
Section 7 Working with Data Part 3/004 Splitting Applying and Combining.mp4 22.15 MB
Section 7 Working with Data Part 3/005 Cross Tabulation.mp4 8.83 MB
Section 8 Data Visualization/003 Kernel Density Estimate Plots.mp4 61.86 MB
Section 8 Data Visualization/007 Heatmaps and Clustered Matrices.mp4 39.05 MB
Section 8 Data Visualization/006 Regression Plots.mp4 34.85 MB
Section 8 Data Visualization/002 Histograms.mp4 20.25 MB
Section 8 Data Visualization/005 Box and Violin Plots.mp4 18.29 MB
Section 8 Data Visualization/004 Combining Plot Styles.mp4 11.62 MB
Section 8 Data Visualization/001 Installing Seaborn.mp4 7.25 MB
Section 9 Example Projects/012 Data Project - Stock Market Analysis Part 5.mp4 93.98 MB
Section 9 Example Projects/017 Data Project - Election Analysis Part 4.mp4 65.74 MB
Section 9 Example Projects/009 Data Project - Stock Market Analysis Part 2.mp4 56.85 MB
Section 9 Example Projects/015 Data Project - Election Analysis Part 2.mp4 56.39 MB
Section 9 Example Projects/014 Data Project - Election Analysis Part 1.mp4 44.57 MB
Section 9 Example Projects/003 Titanic Project - Part 1.mp4 43.3 MB
Section 9 Example Projects/010 Data Project - Stock Market Analysis Part 3.mp4 40.01 MB
Section 9 Example Projects/016 Data Project - Election Analysis Part 3.mp4 39.06 MB
Section 9 Example Projects/004 Titanic Project - Part 2.mp4 38.92 MB
Section 9 Example Projects/005 Titanic Project - Part 3.mp4 35.08 MB
Section 9 Example Projects/007 Intro to Data Project - Stock Market Analysis.mp4 32.77 MB
Section 9 Example Projects/008 Data Project - Stock Market Analysis Part 1.mp4 32.41 MB
Section 9 Example Projects/011 Data Project - Stock Market Analysis Part 4.mp4 25.88 MB
Section 9 Example Projects/001 Data Projects Preview.mp4 25.79 MB
Section 9 Example Projects/002 Intro to Data Projects.mp4 18.67 MB
Section 9 Example Projects/013 Data Project - Intro to Election Analysis.mp4 14.9 MB
Section 9 Example Projects/006 Titanic Project - Part 4.mp4 5.32 MB
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