Learning Python for Data Analysis and Visualization | 3F0E3A5F214FDDE7FCC6A2A52944AA1DFE79BAB1

Learning Python for Data Analysis and Visualization

Name	*Udemy Learning Python for Data Analysis and Visualization*	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.5 GB
Total Files	104
Hash	3F0E3A5F214FDDE7FCC6A2A52944AA1DFE79BAB1

/01 Intro to Course and Python/
001 Course Intro.mp4	12.0 MB
002 Resources for Learning Python.mp4	3.9 MB
/02 Setup/
003 Installation Setup and Overview.mp4	65.0 MB
004 iPython Notebook Overview.mp4	9.3 MB
005 Course Environment Overview.mp4	8.7 MB
/03 Learning Numpy/
006 Creating arrays.mp4	13.7 MB
007 Using arrays and scalars.mp4	8.3 MB
008 Indexing Arrays.mp4	27.4 MB
009 Array Transposition.mp4	7.9 MB
010 Universal Array Function.mp4	15.7 MB
011 Array Processing.mp4	43.0 MB
012 Array Input and Output.mp4	14.7 MB
/04 Intro to Pandas/
013 Series.mp4	25.9 MB
014 DataFrames.mp4	55.4 MB
015 Index objects.mp4	9.7 MB
016 Reindex.mp4	33.8 MB
017 Drop Entry.mp4	9.7 MB
018 Selecting Entries.mp4	19.0 MB
019 Data Alignment.mp4	18.6 MB
020 Rank and Sort.mp4	9.9 MB
021 Summary Statistics.mp4	48.3 MB
022 Missing Data.mp4	19.8 MB
023 Index Hierarchy.mp4	25.2 MB
/05 Working with Data Part 1/
024 Reading and Writing Text Files.mp4	26.0 MB
025 JSON with Python.mp4	9.4 MB
026 HTML with Python.mp4	14.1 MB
027 Microsoft Excel files with Python.mp4	8.0 MB
/06 Working with Data Part 2/
028 Merge.mp4	38.1 MB
029 Merge on Index.mp4	26.4 MB
030 Concatenate.mp4	22.2 MB
031 Combining DataFrames.mp4	20.8 MB
032 Reshaping.mp4	15.1 MB
033 Pivoting.mp4	18.8 MB
034 Duplicates in DataFrames.mp4	11.6 MB
035 Mapping.mp4	8.2 MB
036 Replace.mp4	5.4 MB
037 Rename Index.mp4	10.6 MB
038 Binning.mp4	13.7 MB
039 Outliers.mp4	17.0 MB
040 Permutation.mp4	9.2 MB
/07 Working with Data Part 3/
041 GroupBy on DataFrames.mp4	38.1 MB
042 GroupBy on Dict and Series.mp4	24.4 MB
043 Aggregation.mp4	45.9 MB
044 Splitting Applying and Combining.mp4	23.2 MB
045 Cross Tabulation.mp4	9.3 MB
/08 Data Visualization/
046 Installing Seaborn.mp4	7.6 MB
047 Histograms.mp4	21.2 MB
048 Kernel Density Estimate Plots.mp4	64.9 MB
049 Combining Plot Styles.mp4	12.2 MB
050 Box and Violin Plots.mp4	19.2 MB
051 Regression Plots.mp4	36.5 MB
052 Heatmaps and Clustered Matrices.mp4	40.9 MB
/09 Example Projects/
053 Data Projects Preview.mp4	27.0 MB
054 Intro to Data Projects.mp4	19.6 MB
055 Titanic Project - Part 1.mp4	45.4 MB
056 Titanic Project - Part 2.mp4	40.8 MB
057 Titanic Project - Part 3.mp4	36.8 MB
058 Titanic Project - Part 4.mp4	5.6 MB
059 Intro to Data Project - Stock Market Analysis.mp4	34.4 MB
060 Data Project - Stock Market Analysis Part 1.mp4	34.0 MB
061 Data Project - Stock Market Analysis Part 2.mp4	59.6 MB
062 Data Project - Stock Market Analysis Part 3.mp4	42.0 MB
063 Data Project - Stock Market Analysis Part 4.mp4	27.1 MB
064 Data Project - Stock Market Analysis Part 5.mp4	98.5 MB
065 Data Project - Intro to Election Analysis.mp4	15.6 MB
066 Data Project - Election Analysis Part 1.mp4	46.7 MB
067 Data Project - Election Analysis Part 2.mp4	59.1 MB
068 Data Project - Election Analysis Part 3.mp4	41.0 MB
069 Data Project - Election Analysis Part 4.mp4	68.9 MB
/10 Machine Learning/
070 Introduction to Machine Learning with SciKit Learn.mp4	48.4 MB
071 Linear Regression Part 1.mp4	61.5 MB
072 Linear Regression Part 2.mp4	55.1 MB
073 Linear Regression Part 3.mp4	72.2 MB
074 Linear Regression Part 4.mp4	82.5 MB
075 Logistic Regression Part 1.mp4	75.3 MB
076 Logistic Regression Part 2.mp4	54.3 MB
077 Logistic Regression Part 3.mp4	41.6 MB
078 Logistic Regression Part 4.mp4	102.7 MB
079 Multi Class Classification Part 1 - Logistic Regression.mp4	71.1 MB
080 Multi Class Classification Part 2 - k Nearest Neighbor.mp4	77.1 MB
081 Support Vector Machines Part 1.mp4	68.1 MB
082 Support Vector Machines - Part 2.mp4	90.0 MB
083 Naive Bayes Part 1.mp4	37.4 MB
084 Naive Bayes Part 2.mp4	68.7 MB
/11 Appendix A Python Overview/
085 Intro to Resources for Learning Python.mp4	28.3 MB
086 Python Overview Part 1.mp4	36.1 MB
087 Python Overview Part 2.mp4	23.0 MB
088 Python Overview Part 3.mp4	20.9 MB
/12 Appendix B Statistics Overview/
089 Intro to Appendix B.mp4	7.6 MB
090 Discrete Uniform Distribution.mp4	22.9 MB
091 Continuous Uniform Distribution.mp4	26.4 MB
092 Binomial Distribution.mp4	43.8 MB
093 Poisson Distribution.mp4	42.2 MB
094 Normal Distribution.mp4	20.4 MB
095 Sampling Techniques.mp4	23.1 MB
096 T-Distribution.mp4	17.1 MB
097 Hypothesis Testing and Confidence Intervals.mp4	82.7 MB
098 Chi Square Test and Distribution.mp4	16.5 MB
099 Bayes Theorem.mp4	38.5 MB
/13 Appendix C SQL and Python/
100 Introduction to SQL with Python.mp4	45.9 MB
101 SQL - SELECT,DISTINCT,WHERE,AND OR.mp4	33.9 MB
102 SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4	29.5 MB
/14 Appendix D Web Scraping with Python/
103 Web Scraping Part 1.mp4	39.1 MB
104 Web Scraping Part 2.mp4	46.0 MB
Total files 104