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Machine Learning with R

Complete Machine Learning course covering Linear Regression, Logistic Regression, KNN, Decision Trees, SVM and XG Boost

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Machine Learning with R

What you'll learn

Introduction to R

Build a foundation for one of the fastest-growing programming language. Learn how to use R for Machine Learning

Application Based

Become job-ready with this application-based course. Apply what you learn and build real-life projects

Data Pre-Processing

Step by Step guide for data preparation covering outlier treatment, missing value imputation, variable transformation & correlation

Basic Machine Learning

Start you Machine Learning career with basic Linear Regression, Logistic Regression, LDA and KNN models

Advanced Machine Learning

Learn Advanced Machine Learning models such as Decision trees, Bagging, Boosting, XGBoost, Random Forest, SVM etc.

Our Happy Students!

I would specially like to mention that this trainer is an excellent instructor. He explains everything so well. This experience is also from one of the SQL courses that I had completed by the same instructor.
5/5

Ankita Bagaria

I understood all the concepts. Really satisfied with the course. Specially the instructor really stick to the point and covered all the need full things promised.

5/5

Nikhil Dethe

Good to start with the basics. Good explanation of r and RStudio and how to install. Only class to clearly explain that r is case-sensitive. Only class so far that explains what the ‘c’ and ‘:’ operators are called.

5/5

Roger Holeywell

Course Instructors

Abhishek Bansal

Co-Founder, Instructor

Ex-Airtel, FMS Delhi, IIT Roorkee
Worked as an Acquisition Process owner in a leading telecom company before moving on to learning and teaching technologies like Machine Learning and Artificial Intelligence.

Pukhraj Parikh

Co-Founder, Instructor

Ex-EXL, IIM Ahmedabad, IIT Roorkee
Worked as a Project manager in an Analytics consulting firm. Pukhraj has multiple years of experience working on analytics tools and software.

Course Completion Certificate‚Äč

Once you successfully complete the course, Start-Tech Academy will provide you with an industry-recognized course completion certificate

Still confused? Download the complete course syllabus

ML R- Desc

Course Content

Course Content

Introduction
Setting up R Studio and R crash course
Basics of Statistics
Introduction to Machine Learning
Data Preprocessing
Linear Regression
Classification Models: Data Preparation
The Three classification models
Logistic Regression
Linear Discriminant Analysis (LDA)
K-Nearest Neighbors classifier
Comparing results from 3 models
Simple Decision Trees
Simple Classification Tree
Ensemble technique 1 – Bagging
Ensemble technique 2 – Random Forests
Ensemble technique 3 – Boosting
Maximum Margin Classifier
Support Vector Classifier
Support Vector Machines
Creating Support Vector Machine Model in R
Conclusion

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