FreeTutorials us learning python for data analysis and visualization

FreeTutorials us learning python for data analysis and visualization

Name	[FreeTutorials.us] learning-python-for-data-analysis-and-visualization	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.3 GB
Total Files	116
Hash	1B4370ABFE844ED681049A1B6B22C07A3297EDBA

/
Freetutorials.us.url	0.1 KB
[FreeTutorials.us].txt	0.1 KB
/02 Setup/
004 IDEs and Course Resources.mp4	40.4 MB
005 iPythonJupyter Notebook Overview.mp4	60.6 MB
003 Installation Setup and Overview.mp4	39.5 MB
/03 Learning Numpy/
011 Universal Array Function.mp4	15.7 MB
012 Array Processing.mp4	43.0 MB
013 Array Input and Output.mp4	14.7 MB
010 Array Transposition.mp4	7.9 MB
008 Using arrays and scalars.mp4	8.3 MB
009 Indexing Arrays.mp4	27.4 MB
007 Creating arrays.mp4	13.7 MB
006 Intro to numpy.html	1.2 KB
/04 Intro to Pandas/
021 Rank and Sort.mp4	9.9 MB
022 Summary Statistics.mp4	48.3 MB
023 Missing Data.mp4	19.8 MB
024 Index Hierarchy.mp4	25.2 MB
020 Data Alignment.mp4	18.6 MB
019 Selecting Entries.mp4	19.0 MB
014 Series.mp4	25.9 MB
016 Index objects.mp4	9.7 MB
015 DataFrames.mp4	55.4 MB
017 Reindex.mp4	33.8 MB
018 Drop Entry.mp4	9.7 MB
/09 Example Projects/
069 Data Project - Election Analysis Part 3.mp4	41.0 MB
068 Data Project - Election Analysis Part 2.mp4	59.1 MB
067 Data Project - Election Analysis Part 1.mp4	46.7 MB
070 Data Project - Election Analysis Part 4.mp4	129.8 MB
066 Data Project - Intro to Election Analysis.mp4	33.0 MB
063 Data Project - Stock Market Analysis Part 3.mp4	42.0 MB
060 Intro to Data Project - Stock Market Analysis.mp4	34.4 MB
059 Titanic Project - Part 4.mp4	5.6 MB
061 Data Project - Stock Market Analysis Part 1.mp4	34.0 MB
062 Data Project - Stock Market Analysis Part 2.mp4	59.6 MB
064 Data Project - Stock Market Analysis Part 4.mp4	27.1 MB
065 Data Project - Stock Market Analysis Part 5.mp4	98.5 MB
058 Titanic Project - Part 3.mp4	36.8 MB
057 Titanic Project - Part 2.mp4	40.8 MB
055 Intro to Data Projects.mp4	19.6 MB
054 Data Projects Preview.mp4	62.4 MB
056 Titanic Project - Part 1.mp4	45.4 MB
/10 Machine Learning/
073 Linear Regression Part 2.mp4	55.1 MB
072 Linear Regression Part 1.mp4	61.5 MB
071 Introduction to Machine Learning with SciKit Learn.mp4	48.4 MB
074 Linear Regression Part 3.mp4	72.2 MB
087 Natural Language Processing Part 1.mp4	68.9 MB
086 Decision Trees and Random Forests.mp4	243.4 MB
085 Naive Bayes Part 2.mp4	68.7 MB
084 Naive Bayes Part 1.mp4	37.4 MB
088 Natural Language Processing Part 2.mp4	92.7 MB
090 Natural Language Processing Part 4.mp4	106.8 MB
089 Natural Language Processing Part 3.mp4	146.2 MB
083 Support Vector Machines - Part 2.mp4	90.0 MB
082 Support Vector Machines Part 1.mp4	68.1 MB
077 Logistic Regression Part 2.mp4	54.3 MB
076 Logistic Regression Part 1.mp4	75.3 MB
078 Logistic Regression Part 3.mp4	41.6 MB
079 Logistic Regression Part 4.mp4	102.7 MB
081 Multi Class Classification Part 2 - k Nearest Neighbor.mp4	77.1 MB
080 Multi Class Classification Part 1 - Logistic Regression.mp4	71.1 MB
075 Linear Regression Part 4.mp4	82.5 MB
/08 Data Visualization/
049 Kernel Density Estimate Plots.mp4	64.9 MB
048 Histograms.mp4	21.2 MB
047 Installing Seaborn.mp4	7.6 MB
050 Combining Plot Styles.mp4	12.2 MB
052 Regression Plots.mp4	36.5 MB
053 Heatmaps and Clustered Matrices.mp4	40.9 MB
051 Box and Violin Plots.mp4	19.2 MB
/12 Appendix SQL and Python/
102 Introduction to SQL with Python.mp4	45.9 MB
103 SQL - SELECTDISTINCTWHEREAND OR.mp4	33.9 MB
104 SQL WILDCARDS ORDER BY GROUP BY and Aggregate Functions.mp4	29.5 MB
/06 Working with Data Part 2/
030 Merge on Index.mp4	26.4 MB
032 Combining DataFrames.mp4	20.8 MB
033 Reshaping.mp4	15.1 MB
034 Pivoting.mp4	18.8 MB
029 Merge.mp4	38.1 MB
035 Duplicates in DataFrames.mp4	11.6 MB
031 Concatenate.mp4	22.2 MB
036 Mapping.mp4	8.2 MB
041 Permutation.mp4	9.2 MB
038 Rename Index.mp4	10.6 MB
037 Replace.mp4	5.4 MB
040 Outliers.mp4	17.0 MB
039 Binning.mp4	13.7 MB
/05 Working with Data Part 1/
028 Microsoft Excel files with Python.mp4	8.0 MB
025 Reading and Writing Text Files.mp4	26.0 MB
026 JSON with Python.mp4	9.4 MB
027 HTML with Python.mp4	14.1 MB
/07 Working with Data Part 3/
044 Aggregation.mp4	45.9 MB
042 GroupBy on DataFrames.mp4	38.1 MB
046 Cross Tabulation.mp4	9.3 MB
045 Splitting Applying and Combining.mp4	23.2 MB
043 GroupBy on Dict and Series.mp4	24.4 MB
/01 Intro to Course and Python/
002 Course FAQs.html	7.4 KB
001 Course Intro.mp4	13.9 MB
/11 Appendix Statistics Overview/
098 T-Distribution.mp4	17.1 MB
099 Hypothesis Testing and Confidence Intervals.mp4	82.7 MB
101 Bayes Theorem.mp4	38.5 MB
100 Chi Square Test and Distribution.mp4	16.5 MB
096 Normal Distribution.mp4	20.4 MB
092 Discrete Uniform Distribution.mp4	22.9 MB
097 Sampling Techniques.mp4	23.1 MB
093 Continuous Uniform Distribution.mp4	26.4 MB
091 Intro to Appendix B.mp4	7.6 MB
095 Poisson Distribution.mp4	42.2 MB
094 Binomial Distribution.mp4	43.8 MB
/14 Appendix Python Special Offers/
108 Python Overview Part 2.mp4	23.0 MB
109 Python Overview Part 3.mp4	20.9 MB
107 Python Overview Part 1.mp4	36.1 MB
/15 BONUS SPECIAL DISCOUNT COUPONS/
110 BONUS Special Offers.html	1.7 KB
/13 Appendix Web Scraping with Python/
106 Web Scraping Part 2.mp4	46.0 MB
105 Web Scraping Part 1.mp4	39.1 MB
/.../005 iPythonJupyter Notebook Overview/
Lecture-4-Info.txt	0.2 KB
/.../055 Intro to Data Projects/
First-Data-Project.txt	0.3 KB
/.../056 Titanic Project - Part 1/
First-Data-Project.txt	0.3 KB
/.../091 Intro to Appendix B/
Viewer-Link-For-Stats-Notes.txt	0.1 KB
Total files 116