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Statistics _____1.https://www.udacity.com/course/intro-to-inferential-statistics--ud201,,,,, 2. https://www.udacity.com/course/intro-to-descriptive-statistics--ud827
Standard deviations, confidence intervals, z-scores, and t-tests_________Approx. 2 month
MODULE 2
Intro to Data Analysis
NumPy arrays, pandas DataFrames, and vectorized operations__________Approx. 2 months
MODULE 3
Data Extraction and Wrangling______https://www.udacity.com/course/data-wrangling-with-mongodb--ud032
SQL, MongoDB, and assess data quality_______Approx. 1 month
MUDULE 4
Exploratory Data Analysis__https://www.udacity.com/course/data-analysis-with-r--ud651
R, investigate datasets, reshape data frames________Approx. 2 months
MODULE 5
Machine Learning _____https://www.udacity.com/course/intro-to-machine-learning--ud120
Naive Bayes, Support Vector Machines, F1 scores______2 months
MODULE 6
Data Visualization________1.https://www.udacity.com/course/data-visualization-and-d3js--ud507
HTML, CSS, D3.js, dimple.js_________7weeks
MODULE 7
Design an A/B Test (Optional)
Defining experimental groups and validating metrics_____
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