Udemy Learning Python for Data Analysis and Visualization 2015 | E736880C4CE4CA784AB545EAD1648E13B5DBFCE6

Udemy Learning Python for Data Analysis and Visualization 2015

Name	Udemy - Learning Python for Data Analysis and Visualization (2015)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.5 GB
Total Files	104
Hash	E736880C4CE4CA784AB545EAD1648E13B5DBFCE6

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