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08 Data Visualization/049 Combining Plot Styles.mp4
11.62MB
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08 Data Visualization/047 Histograms.mp4
20.25MB
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08 Data Visualization/051 Regression Plots.mp4
34.85MB
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08 Data Visualization/048 Kernel Density Estimate Plots.mp4
61.86MB
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08 Data Visualization/050 Box and Violin Plots.mp4
18.29MB
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08 Data Visualization/046 Installing Seaborn.mp4
7.25MB
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08 Data Visualization/052 Heatmaps and Clustered Matrices.mp4
39.05MB
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14 Appendix D Web Scraping with Python/104 Web Scraping Part 2.mp4
43.82MB
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14 Appendix D Web Scraping with Python/103 Web Scraping Part 1.mp4
37.31MB
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07 Working with Data Part 3/042 GroupBy on Dict and Series.mp4
23.31MB
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07 Working with Data Part 3/045 Cross Tabulation.mp4
8.83MB
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07 Working with Data Part 3/044 Splitting Applying and Combining.mp4
22.15MB
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07 Working with Data Part 3/041 GroupBy on DataFrames.mp4
36.32MB
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07 Working with Data Part 3/043 Aggregation.mp4
43.79MB
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01 Intro to Course and Python/001 Course Intro.mp4
11.48MB
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01 Intro to Course and Python/002 Resources for Learning Python.mp4
3.74MB
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13 Appendix C SQL and Python/100 Introduction to SQL with Python.mp4
43.76MB
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13 Appendix C SQL and Python/101 SQL - SELECT,DISTINCT,WHERE,AND OR.mp4
32.34MB
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13 Appendix C SQL and Python/102 SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4
28.13MB
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09 Example Projects/054 Intro to Data Projects.mp4
18.67MB
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09 Example Projects/061 Data Project - Stock Market Analysis Part 2.mp4
56.85MB
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09 Example Projects/063 Data Project - Stock Market Analysis Part 4.mp4
25.88MB
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09 Example Projects/062 Data Project - Stock Market Analysis Part 3.mp4
40.01MB
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09 Example Projects/060 Data Project - Stock Market Analysis Part 1.mp4
32.41MB
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09 Example Projects/064 Data Project - Stock Market Analysis Part 5.mp4
93.98MB
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09 Example Projects/058 Titanic Project - Part 4.mp4
5.32MB
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09 Example Projects/066 Data Project - Election Analysis Part 1.mp4
44.57MB
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09 Example Projects/059 Intro to Data Project - Stock Market Analysis.mp4
32.77MB
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09 Example Projects/053 Data Projects Preview.mp4
25.79MB
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09 Example Projects/056 Titanic Project - Part 2.mp4
38.92MB
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09 Example Projects/068 Data Project - Election Analysis Part 3.mp4
39.06MB
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09 Example Projects/055 Titanic Project - Part 1.mp4
43.3MB
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09 Example Projects/065 Data Project - Intro to Election Analysis.mp4
14.9MB
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09 Example Projects/069 Data Project - Election Analysis Part 4.mp4
65.74MB
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09 Example Projects/067 Data Project - Election Analysis Part 2.mp4
56.39MB
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09 Example Projects/057 Titanic Project - Part 3.mp4
35.08MB
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10 Machine Learning/082 Support Vector Machines - Part 2.mp4
85.84MB
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10 Machine Learning/075 Logistic Regression Part 1.mp4
71.8MB
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10 Machine Learning/073 Linear Regression Part 3.mp4
68.85MB
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10 Machine Learning/084 Naive Bayes Part 2.mp4
65.48MB
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10 Machine Learning/079 Multi Class Classification Part 1 - Logistic Regression.mp4
67.85MB
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10 Machine Learning/071 Linear Regression Part 1.mp4
58.66MB
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10 Machine Learning/072 Linear Regression Part 2.mp4
52.52MB
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10 Machine Learning/083 Naive Bayes Part 1.mp4
35.69MB
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10 Machine Learning/076 Logistic Regression Part 2.mp4
51.81MB
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10 Machine Learning/081 Support Vector Machines Part 1.mp4
64.93MB
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10 Machine Learning/080 Multi Class Classification Part 2 - k Nearest Neighbor.mp4
73.53MB
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10 Machine Learning/074 Linear Regression Part 4.mp4
78.64MB
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10 Machine Learning/078 Logistic Regression Part 4.mp4
97.94MB
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10 Machine Learning/077 Logistic Regression Part 3.mp4
39.67MB
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10 Machine Learning/070 Introduction to Machine Learning with SciKit Learn.mp4
46.17MB
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03 Learning Numpy/006 Creating arrays.mp4
13.05MB
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03 Learning Numpy/009 Array Transposition.mp4
7.53MB
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03 Learning Numpy/007 Using arrays and scalars.mp4
7.93MB
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03 Learning Numpy/008 Indexing Arrays.mp4
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03 Learning Numpy/012 Array Input and Output.mp4
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03 Learning Numpy/011 Array Processing.mp4
41.03MB
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03 Learning Numpy/010 Universal Array Function.mp4
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11 Appendix A Python Overview/085 Intro to Resources for Learning Python.mp4
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11 Appendix A Python Overview/086 Python Overview Part 1.mp4
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11 Appendix A Python Overview/087 Python Overview Part 2.mp4
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11 Appendix A Python Overview/088 Python Overview Part 3.mp4
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06 Working with Data Part 2/033 Pivoting.mp4
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06 Working with Data Part 2/031 Combining DataFrames.mp4
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06 Working with Data Part 2/036 Replace.mp4
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06 Working with Data Part 2/039 Outliers.mp4
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06 Working with Data Part 2/030 Concatenate.mp4
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06 Working with Data Part 2/037 Rename Index.mp4
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06 Working with Data Part 2/029 Merge on Index.mp4
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06 Working with Data Part 2/038 Binning.mp4
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06 Working with Data Part 2/034 Duplicates in DataFrames.mp4
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06 Working with Data Part 2/028 Merge.mp4
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06 Working with Data Part 2/040 Permutation.mp4
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06 Working with Data Part 2/035 Mapping.mp4
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05 Working with Data Part 1/027 Microsoft Excel files with Python.mp4
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02 Setup/005 Course Environment Overview.mp4
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02 Setup/004 iPython Notebook Overview.mp4
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02 Setup/003 Installation Setup and Overview.mp4
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04 Intro to Pandas/015 Index objects.mp4
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04 Intro to Pandas/021 Summary Statistics.mp4
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04 Intro to Pandas/019 Data Alignment.mp4
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04 Intro to Pandas/017 Drop Entry.mp4
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04 Intro to Pandas/016 Reindex.mp4
32.26MB
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04 Intro to Pandas/023 Index Hierarchy.mp4
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04 Intro to Pandas/020 Rank and Sort.mp4
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04 Intro to Pandas/022 Missing Data.mp4
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04 Intro to Pandas/013 Series.mp4
24.75MB
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04 Intro to Pandas/014 DataFrames.mp4
52.86MB
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04 Intro to Pandas/018 Selecting Entries.mp4
18.12MB
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12 Appendix B Statistics Overview/095 Sampling Techniques.mp4
22MB
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12 Appendix B Statistics Overview/090 Discrete Uniform Distribution.mp4
21.82MB
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12 Appendix B Statistics Overview/096 T-Distribution.mp4
16.35MB
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12 Appendix B Statistics Overview/097 Hypothesis Testing and Confidence Intervals.mp4
78.87MB
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12 Appendix B Statistics Overview/092 Binomial Distribution.mp4
41.74MB
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12 Appendix B Statistics Overview/089 Intro to Appendix B.mp4
7.24MB
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12 Appendix B Statistics Overview/098 Chi Square Test and Distribution.mp4
15.71MB
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12 Appendix B Statistics Overview/099 Bayes Theorem.mp4
36.76MB
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12 Appendix B Statistics Overview/091 Continuous Uniform Distribution.mp4
25.22MB
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12 Appendix B Statistics Overview/093 Poisson Distribution.mp4
40.25MB
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12 Appendix B Statistics Overview/094 Normal Distribution.mp4
19.42MB
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