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Introduction to Python and Pandas
Data Visualization and Elementary Statistics
ANOVA and Multivariate Analysis
Introduction to R Programming
Tests of Hypothesis and Non-parametric Tests
Advanced Graphs, Case studies and Discussion
Statistics using R and Python is envisaged to act as a prerequisite for Data Analytics and Artificial Intelligence courses. There are around 1 million job openings for R programmers and Python programming across job portals like LinkedIn, Glassdoor, Indeed, Monster, and more for Data Scientists and R programmers. The course provides a thorough understanding of the basic concepts of Statistics from the applications standpoint, as well as implementation of statitical concepts in Python programming and R programming. Through this course, learners will get acquainted with the application of statistical concepts and will be able to perform statistical operations with Python programming and R programming. Hands-On A virtual hands-on environment is integrated within the course. Students will have to leverage this environment to complete the industry assignment as well as to complete Part B of the summative assessment.
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