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| 001 Course Intro.mp4 |
11.48Мб |
| 002 Resources for Learning Python.mp4 |
3.74Мб |
| 003 Installation Setup and Overview.mp4 |
61.97Мб |
| 004 iPython Notebook Overview.mp4 |
8.89Мб |
| 005 Course Environment Overview.mp4 |
8.29Мб |
| 006 Creating arrays.mp4 |
13.05Мб |
| 007 Using arrays and scalars.mp4 |
7.93Мб |
| 008 Indexing Arrays.mp4 |
26.16Мб |
| 009 Array Transposition.mp4 |
7.53Мб |
| 010 Universal Array Function.mp4 |
14.94Мб |
| 011 Array Processing.mp4 |
41.03Мб |
| 012 Array Input and Output.mp4 |
13.97Мб |
| 013 Series.mp4 |
24.75Мб |
| 014 DataFrames.mp4 |
52.86Мб |
| 015 Index objects.mp4 |
9.23Мб |
| 016 Reindex.mp4 |
32.26Мб |
| 017 Drop Entry.mp4 |
9.24Мб |
| 018 Selecting Entries.mp4 |
18.12Мб |
| 019 Data Alignment.mp4 |
17.70Мб |
| 020 Rank and Sort.mp4 |
9.45Мб |
| 021 Summary Statistics.mp4 |
46.09Мб |
| 022 Missing Data.mp4 |
18.93Мб |
| 023 Index Hierarchy.mp4 |
24.03Мб |
| 024 Reading and Writing Text Files.mp4 |
24.81Мб |
| 025 JSON with Python.mp4 |
8.98Мб |
| 026 HTML with Python.mp4 |
13.46Мб |
| 027 Microsoft Excel files with Python.mp4 |
7.62Мб |
| 028 Merge.mp4 |
36.33Мб |
| 029 Merge on Index.mp4 |
25.22Мб |
| 030 Concatenate.mp4 |
21.13Мб |
| 031 Combining DataFrames.mp4 |
19.88Мб |
| 032 Reshaping.mp4 |
14.40Мб |
| 033 Pivoting.mp4 |
17.98Мб |
| 034 Duplicates in DataFrames.mp4 |
11.07Мб |
| 035 Mapping.mp4 |
7.78Мб |
| 036 Replace.mp4 |
5.15Мб |
| 037 Rename Index.mp4 |
10.09Мб |
| 038 Binning.mp4 |
13.02Мб |
| 039 Outliers.mp4 |
16.22Мб |
| 040 Permutation.mp4 |
8.74Мб |
| 041 GroupBy on DataFrames.mp4 |
36.32Мб |
| 042 GroupBy on Dict and Series.mp4 |
23.31Мб |
| 043 Aggregation.mp4 |
43.79Мб |
| 044 Splitting Applying and Combining.mp4 |
22.15Мб |
| 045 Cross Tabulation.mp4 |
8.83Мб |
| 046 Installing Seaborn.mp4 |
7.25Мб |
| 047 Histograms.mp4 |
20.25Мб |
| 048 Kernel Density Estimate Plots.mp4 |
61.86Мб |
| 049 Combining Plot Styles.mp4 |
11.62Мб |
| 050 Box and Violin Plots.mp4 |
18.29Мб |
| 051 Regression Plots.mp4 |
34.85Мб |
| 052 Heatmaps and Clustered Matrices.mp4 |
39.05Мб |
| 053 Data Projects Preview.mp4 |
25.79Мб |
| 054 Intro to Data Projects.mp4 |
18.67Мб |
| 055 Titanic Project - Part 1.mp4 |
43.30Мб |
| 056 Titanic Project - Part 2.mp4 |
38.92Мб |
| 057 Titanic Project - Part 3.mp4 |
35.08Мб |
| 058 Titanic Project - Part 4.mp4 |
5.32Мб |
| 059 Intro to Data Project - Stock Market Analysis.mp4 |
32.77Мб |
| 060 Data Project - Stock Market Analysis Part 1.mp4 |
32.41Мб |
| 061 Data Project - Stock Market Analysis Part 2.mp4 |
56.85Мб |
| 062 Data Project - Stock Market Analysis Part 3.mp4 |
40.01Мб |
| 063 Data Project - Stock Market Analysis Part 4.mp4 |
25.88Мб |
| 064 Data Project - Stock Market Analysis Part 5.mp4 |
93.98Мб |
| 065 Data Project - Intro to Election Analysis.mp4 |
14.90Мб |
| 066 Data Project - Election Analysis Part 1.mp4 |
44.57Мб |
| 067 Data Project - Election Analysis Part 2.mp4 |
56.39Мб |
| 068 Data Project - Election Analysis Part 3.mp4 |
39.06Мб |
| 069 Data Project - Election Analysis Part 4.mp4 |
65.74Мб |
| 070 Introduction to Machine Learning with SciKit Learn.mp4 |
46.17Мб |
| 071 Linear Regression Part 1.mp4 |
58.66Мб |
| 072 Linear Regression Part 2.mp4 |
52.52Мб |
| 073 Linear Regression Part 3.mp4 |
68.85Мб |
| 074 Linear Regression Part 4.mp4 |
78.64Мб |
| 075 Logistic Regression Part 1.mp4 |
71.80Мб |
| 076 Logistic Regression Part 2.mp4 |
51.81Мб |
| 077 Logistic Regression Part 3.mp4 |
39.67Мб |
| 078 Logistic Regression Part 4.mp4 |
97.94Мб |
| 079 Multi Class Classification Part 1 - Logistic Regression.mp4 |
67.85Мб |
| 080 Multi Class Classification Part 2 - k Nearest Neighbor.mp4 |
73.53Мб |
| 081 Support Vector Machines Part 1.mp4 |
64.93Мб |
| 082 Support Vector Machines - Part 2.mp4 |
85.84Мб |
| 083 Naive Bayes Part 1.mp4 |
35.69Мб |
| 084 Naive Bayes Part 2.mp4 |
65.48Мб |
| 085 Intro to Resources for Learning Python.mp4 |
27.02Мб |
| 086 Python Overview Part 1.mp4 |
34.46Мб |
| 087 Python Overview Part 2.mp4 |
21.89Мб |
| 088 Python Overview Part 3.mp4 |
19.92Мб |
| 089 Intro to Appendix B.mp4 |
7.24Мб |
| 090 Discrete Uniform Distribution.mp4 |
21.82Мб |
| 091 Continuous Uniform Distribution.mp4 |
25.22Мб |
| 092 Binomial Distribution.mp4 |
41.74Мб |
| 093 Poisson Distribution.mp4 |
40.25Мб |
| 094 Normal Distribution.mp4 |
19.42Мб |
| 095 Sampling Techniques.mp4 |
22.00Мб |
| 096 T-Distribution.mp4 |
16.35Мб |
| 097 Hypothesis Testing and Confidence Intervals.mp4 |
78.87Мб |
| 098 Chi Square Test and Distribution.mp4 |
15.71Мб |
| 099 Bayes Theorem.mp4 |
36.76Мб |
| 100 Introduction to SQL with Python.mp4 |
43.76Мб |
| 101 SQL - SELECT,DISTINCT,WHERE,AND OR.mp4 |
32.34Мб |
| 102 SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 |
28.13Мб |
| 103 Web Scraping Part 1.mp4 |
37.31Мб |
| 104 Web Scraping Part 2.mp4 |
43.82Мб |