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	7BBFA2E5518819C7AD17CD6B3DD2C4A26C56E943

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