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Data Science with R

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100 Hours

Course offered by Manvinder Singh

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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

 

About the Trainer

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Manvinder Singh

Commerce graduate

5 Years of Experience

Data analytics lead with 15 years’ experience in category analysis, machine-learning, healthcare & secondary research. Proven success in statistical modelling and machine learning techniques using key analytical tools. Significant focus on managing client expectations and a record of consistent achievement in creating efficient and productive working environments.

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