Udacity Data Science All Courses | 0968694E7CDE34ADB76CB3225D15BCCC113661D9

Udacity Data Science All Courses

Name	Udacity - Data Science [All Courses]	DOWNLOAD Copy Link
Total Size	58.0 GB
Total Files	83
Hash	0968694E7CDE34ADB76CB3225D15BCCC113661D9

/.../Creating an Analytical Dataset/
Creating an Analytical Dataset Videos.zip	134.7 MB
/.../Data Visualization in Tableau/
Data Visualization with Tableau Videos.zip	39.1 MB
global-superstore.xlsx	6.3 MB
/.../Intro to Computer Science/
Intro to Computer Science Videos.zip	7.1 GB
Intro to Computer Science Subtitles.zip	1.5 MB
Best Programming Practices.pdf	135.3 KB
Problem Solving Techniques.pdf	125.9 KB
/.../Intro to Data Analysis/
Intro to Data Analysis Videos.zip	1.0 GB
Intro to Data Analysis Subtitles.zip	309.2 KB
/.../Intro to descriptive statistics/
Intro to Descriptive Statistics Videos.zip	1.0 GB
Intro to Descriptive Statistics Subtitles.zip	430.5 KB
/.../Intro to Inferential Statistics/
Intro to Inferential Statistics Videos.zip	3.4 GB
Intro to Inferential Statistics Subtitles.zip	620.0 KB
/.../Intro to Statistics/
Intro to Statistics Videos.zip	4.3 GB
Intro to Data Science Videos.zip	839.0 MB
Intro to Statistics Subtitles.zip	830.5 KB
Intro to Data Science Subtitles.zip	346.0 KB
/.../Problem Solving with Advanced Analytics/
Problem Solving with Advanced Analytics Videos.zip	48.4 MB
problem-solving-framework.pdf	1.3 MB
methodology-map.jpg	70.9 KB
/02 Intermediate/AB Testing/
B Testing Videos.zip	2.5 GB
B Testing Subtitles.zip	572.2 KB
/.../AB Testing for Business Analysts/
B Testing for Business Analysts Videos.zip	90.0 MB
/02 Intermediate/Classification Models/
Classification Models Videos.zip	115.2 MB
churndata.yxdb	371.7 KB
churndata-clean.yxdb	356.5 KB
hotelloyaltydata.csv	117.8 KB
employees-transporatationdata.yxdb	50.5 KB
missingemployees.csv	28.1 KB
/.../Data Analysis with R/
Data Analysis with R Videos.zip	1.3 GB
Data Analysis with R Subtitles.zip	417.3 KB
/.../Data Visualizations and D3.js/
Data Visualization and D3.js Videos.zip	4.6 GB
Data Visualization and D3.js Subtitles.zip	715.5 KB
/.../Data Wrangling with MongoDB/
Data Wrangling with MongoDB Videos.zip	1.9 GB
/.../Intro to Hadoop and MapReduce/
Intro to Hadoop and MapReduce Videos.zip	538.0 MB
Intro to Hadoop and MapReduce Subtitles.zip	125.5 KB
/.../Intro to Machine Learning/
Intro to Machine Learning Videos.zip	3.2 GB
Intro to Machine Learning Subtitles.zip	753.4 KB
/02 Intermediate/Machine Learning/
SL 3 - Neural Networks Videos.zip	894.2 MB
SL 1 - Decision Trees Videos.zip	853.4 MB
SL 7 - Comp Learning Theory Videos.zip	742.3 MB
SL 9 - Bayesian Learning Videos.zip	725.1 MB
SL 6 - Kernel Methods & SVMs Videos.zip	685.9 MB
SL 5 - Ensemble B&B Videos.zip	645.9 MB
SL 4 - Instance Based Learning Videos.zip	610.3 MB
SL 10 - Bayesian Inference Videos.zip	605.5 MB
SL 2 - Regression & Classification Videos.zip	388.6 MB
ML is the ROX Videos.zip	179.1 MB
SL 8 - VC Dimensions Videos.zip	126.6 MB
Machine Learning Subtitles.zip	2.9 MB
Lesson 1 Notes.pdf	1.5 MB
Lesson 3 Notes.pdf	1.4 MB
ID3 Algorithm for Decision Trees.pdf	961.1 KB
Lesson 2 Notes.pdf	950.0 KB
Lesson 5 Notes.pdf	892.7 KB
Lesson 7 Notes.pdf	808.9 KB
Lesson 6 Notes.pdf	717.3 KB
Lesson 10 Notes.pdf	651.6 KB
Lesson 4 Notes.pdf	618.8 KB
Intro to Boosting.pdf	508.2 KB
Bayesian Learning Extension.pdf	496.5 KB
Lesson 9 Notes.pdf	467.4 KB
Bayesian Inference Review.pdf	396.0 KB
Kernel Methods and SVMs.pdf	352.9 KB
PAC Learning.pdf	339.4 KB
Linear Regression Review.pdf	305.0 KB
Lesson 8 Notes.pdf	303.6 KB
VC Dimensions Review.pdf	275.9 KB
Gradient Descent.pdf	260.1 KB
Instance Based Learning.pdf	167.7 KB
SL 9 - Bayesian Learning Subtitles.zip	165.1 KB
SL 3 - Neural Networks Subtitles.zip	107.0 KB
/.../MAchine Learning - Unsupervised Learning/
Machine Learning- Unsupervised Learning Videos.zip	3.1 GB
Machine Learning- Unsupervised Learning Subtitles.zip	702.1 KB
/.../Real Time Analytics with Apache Storm/
Real-Time Analytics with Apache Storm Videos.zip	2.2 GB
/.../Segmentation and Clustering/
Segmentation and Clustering Videos.zip	148.9 MB
/.../Time Series Forecasting/
Time Series Forecasting Videos.zip	75.9 MB
/03 Advanced/Deep Learning/
Deep Learning Videos.zip	1.1 GB
Deep Learning Subtitles.zip	149.8 KB
/.../Model Building and Validation/
Model Building and Validation Videos.zip	2.1 GB
Model Building and Validation Subtitles.zip	373.2 KB
/03 Advanced/Reinforcement Learning/
Reinforcement Learning Videos.zip	10.8 GB
Reinforcement Learning Subtitles.zip	2.5 MB
Total files 83