| | | 001 Course Intro.mp4 | 11.48 MB |
| | | 002 Resources for Learning Python.mp4 | 3.74 MB |
| | | 003 Installation Setup and Overview.mp4 | 61.97 MB |
| | | 004 iPython Notebook Overview.mp4 | 8.89 MB |
| | | 005 Course Environment Overview.mp4 | 8.29 MB |
| | | 006 Creating arrays.mp4 | 13.05 MB |
| | | 007 Using arrays and scalars.mp4 | 7.93 MB |
| | | 008 Indexing Arrays.mp4 | 26.16 MB |
| | | 009 Array Transposition.mp4 | 7.53 MB |
| | | 010 Universal Array Function.mp4 | 14.94 MB |
| | | 011 Array Processing.mp4 | 41.03 MB |
| | | 012 Array Input and Output.mp4 | 13.97 MB |
| | | 013 Series.mp4 | 24.75 MB |
| | | 014 DataFrames.mp4 | 52.86 MB |
| | | 015 Index objects.mp4 | 9.23 MB |
| | | 016 Reindex.mp4 | 32.26 MB |
| | | 017 Drop Entry.mp4 | 9.24 MB |
| | | 018 Selecting Entries.mp4 | 18.12 MB |
| | | 019 Data Alignment.mp4 | 17.7 MB |
| | | 020 Rank and Sort.mp4 | 9.45 MB |
| | | 021 Summary Statistics.mp4 | 46.09 MB |
| | | 022 Missing Data.mp4 | 18.93 MB |
| | | 023 Index Hierarchy.mp4 | 24.03 MB |
| | | 024 Reading and Writing Text Files.mp4 | 24.81 MB |
| | | 025 JSON with Python.mp4 | 8.98 MB |
| | | 026 HTML with Python.mp4 | 13.46 MB |
| | | 027 Microsoft Excel files with Python.mp4 | 7.62 MB |
| | | 028 Merge.mp4 | 36.33 MB |
| | | 029 Merge on Index.mp4 | 25.22 MB |
| | | 030 Concatenate.mp4 | 21.13 MB |
| | | 031 Combining DataFrames.mp4 | 19.88 MB |
| | | 032 Reshaping.mp4 | 14.4 MB |
| | | 033 Pivoting.mp4 | 17.98 MB |
| | | 034 Duplicates in DataFrames.mp4 | 11.07 MB |
| | | 035 Mapping.mp4 | 7.78 MB |
| | | 036 Replace.mp4 | 5.15 MB |
| | | 037 Rename Index.mp4 | 10.09 MB |
| | | 041 GroupBy on DataFrames.mp4 | 36.32 MB |
| | | 042 GroupBy on Dict and Series.mp4 | 23.31 MB |
| | | 043 Aggregation.mp4 | 43.79 MB |
| | | 044 Splitting Applying and Combining.mp4 | 22.15 MB |
| | | 045 Cross Tabulation.mp4 | 8.83 MB |
| | | 046 Installing Seaborn.mp4 | 7.25 MB |
| | | 047 Histograms.mp4 | 20.25 MB |
| | | 048 Kernel Density Estimate Plots.mp4 | 61.86 MB |
| | | 049 Combining Plot Styles.mp4 | 11.62 MB |
| | | 050 Box and Violin Plots.mp4 | 18.29 MB |
| | | 051 Regression Plots.mp4 | 34.85 MB |
| | | 052 Heatmaps and Clustered Matrices.mp4 | 39.05 MB |
| | | 053 Data Projects Preview.mp4 | 25.79 MB |
| | | 054 Intro to Data Projects.mp4 | 18.67 MB |
| | | 055 Titanic Project - Part 1.mp4 | 43.3 MB |
| | | 056 Titanic Project - Part 2.mp4 | 38.92 MB |
| | | 057 Titanic Project - Part 3.mp4 | 35.08 MB |
| | | 058 Titanic Project - Part 4.mp4 | 5.32 MB |
| | | 059 Intro to Data Project - Stock Market Analysis.mp4 | 32.77 MB |
| | | 060 Data Project - Stock Market Analysis Part 1.mp4 | 32.41 MB |
| | | 061 Data Project - Stock Market Analysis Part 2.mp4 | 56.85 MB |
| | | 062 Data Project - Stock Market Analysis Part 3.mp4 | 40.01 MB |
| | | 070 Introduction to Machine Learning with SciKit Learn.mp4 | 46.17 MB |
| | | 071 Linear Regression Part 1.mp4 | 58.66 MB |
| | | 072 Linear Regression Part 2.mp4 | 52.52 MB |
| | | 073 Linear Regression Part 3.mp4 | 68.85 MB |
| | | 074 Linear Regression Part 4.mp4 | 78.64 MB |
| | | 075 Logistic Regression Part 1.mp4 | 71.8 MB |
| | | 076 Logistic Regression Part 2.mp4 | 51.81 MB |
| | | 077 Logistic Regression Part 3.mp4 | 39.67 MB |
| | | 078 Logistic Regression Part 4.mp4 | 97.94 MB |
| | | 079 Multi Class Classification Part 1 - Logistic Regression.mp4 | 67.85 MB |
| | | 085 Intro to Resources for Learning Python.mp4 | 27.02 MB |
| | | 086 Python Overview Part 1.mp4 | 34.46 MB |
| | | 087 Python Overview Part 2.mp4 | 21.89 MB |
| | | 088 Python Overview Part 3.mp4 | 19.92 MB |
| | | 089 Intro to Appendix B.mp4 | 7.24 MB |
| | | 090 Discrete Uniform Distribution.mp4 | 21.82 MB |
| | | 091 Continuous Uniform Distribution.mp4 | 25.22 MB |
| | | 092 Binomial Distribution.mp4 | 41.74 MB |
| | | 093 Poisson Distribution.mp4 | 40.25 MB |
| | | 094 Normal Distribution.mp4 | 19.42 MB |
| | | 095 Sampling Techniques.mp4 | 22 MB |
| | | 096 T-Distribution.mp4 | 16.35 MB |
| | | 097 Hypothesis Testing and Confidence Intervals.mp4 | 78.87 MB |
| | | 098 Chi Square Test and Distribution.mp4 | 15.71 MB |
| | | 099 Bayes Theorem.mp4 | 36.76 MB |
| | | 100 Introduction to SQL with Python.mp4 | 43.76 MB |
| | | 101 SQL - SELECT,DISTINCT,WHERE,AND OR.mp4 | 32.34 MB |
| | | 102 SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 | 28.13 MB |
| | | 103 Web Scraping Part 1.mp4 | 37.31 MB |
| | | 104 Web Scraping Part 2.mp4 | 43.82 MB |