Want to become a good Data Scientist? Then this is the right course for you.
I will be covering complex theory, algorithms, and coding libraries in a very simple way that can be easily grasped by any beginner as well.
I will walk you step-by-step into the World of Data Science. With every tutorial, you will develop new skills and improve your understanding of this challenging yet lucrative sub-field of Data Science from beginner to advance level.
Structure of the Course
Introduction to Data Science
R Introduction, Anaconda
Data Structures/Objects in R
Manipulating Data - DPLYR, TIDYR, Purrr, Data. Table
Data Visualization - Base R, GGPLOT2
Exploratory Data Analysis in R
Probability Theory
Applied Statistics in R
Regression Models – R
Clustering – R
Text mining - R
Time series forecasting- R
Introduction to Azure, ML Studio, Databricks, SparkR
Kaggle, Github, R markdown
Capstone Project in R