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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 |