2021 Data Science & Machine Learning with R from A-Z Course | Course by Udemy | With Certificate

Become a professional Data Scientist with R and learn Machine Learning, Data Analysis + Visualization, Web Apps and many more.

Course Description:

In this practical, hands-on course you’ll learn how to program in R and how to use R for effective data analysis, visualization and how to make use of that data in a practical manner. You will learn how to install and configure software necessary for a statistical programming environment and describe generic programming language concepts as they are implemented in a high-level statistical language.

The course covers practical issues in statistical computing which include programming in R, reading data into R, accessing R packages, writing R functions, debugging, profiling R code, and organizing and commenting on R code. Blending practical work with solid theoretical training, we take you from the basics of R Programming to mastery.

Coupon Code - 0DA6136FB4E3E9898FC2

Price - ₹8,640 100% FREE 

Discount

Certification Included

What you'll learn:

The course covers 6 main areas:

1: DS + ML COURSE + R INTRO

This intro section gives you a full introduction to the R programming language, data science industry and marketplace, job opportunities and salaries, and the various data science job roles.

=> Intro to Data Science + Machine Learning

=> Data Science Industry and Marketplace
=> Data Science Job Opportunities
=> R Introduction
=> Getting Started with R

2: DATA TYPES/STRUCTURES IN R

This section gives you a full introduction to the data types and structures in R with hands-on step by step training.

=> Vectors

=> Matrices
=> Lists
=> Data Frames
=> Operators
=> Loops
=> Functions
=> Databases + more!

3: DATA MANIPULATION IN R

This section gives you a full introduction to the Data Manipulation in R with hands-on step by step training.

=> Tidy Data

=> Pipe Operator
=> String Manipulation
=> Web Scraping

4: DATA VISUALIZATION IN R

This section gives you a full introduction to the Data Visualization in R with hands-on step by step training.

=> Aesthetics Mappings

=> Single Variable Plots
=> Two-Variable Plots
=> Facets, Layering, and Coordinate System

5: MACHINE LEARNING

This section gives you a full introduction to Machine Learning with hands-on step by step training.

=> Intro to Machine Learning

=> Data Preprocessing
=> Linear Regression
=> Logistic Regression
=> Support Vector Machines
=> K-Means Clustering
=> Ensemble Learning
=> Natural Language Processing

=> Neural Nets

6: STARTING A DATA SCIENCE CAREER

This section gives you a full introduction to starting a career as a Data Scientist with hands-on step by step training.

=> Creating a Resume

=> Personal Branding
=> Freelancing + Freelance websites
=> Importance of Having a Website
=> Networking

By the end of the course you’ll be a professional Data Scientist with R and confidently apply for jobs and feel good knowing that you have the skills and knowledge to back it up.

Who this course is for:

=> Students who want to learn about Data Science and Machine Learning

Happy Learning!!