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Deep Learning with R

Deep Learning -Artificial Neural Network (ANN) & Convolutional Neural Networks (CNN) using Keras and Tensorflow in R Studio

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Deep 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

Neural Networks Introduction

Take your first step towards cutting-edge AI. Learn everything for single neuron perceptron to multi layer deep learning model.

Convolutional Neural Network

Get a solid understanding of deep learning libraries like Tesorflow & Keras. Build an end-to-end CNN model from scratch

Image Recognition project

Build a complete image recognition project on colored images. Use techniques like Data Augmentation & Transfer Learning to improve accuracy

Our Happy Students!

Superb, I like their way of teaching, have gone through various sites but these guys are far better than them by making topic simple and straight forward to the point, highly recommended.

5/5

Vijay Pal

Love how it separates the lectures from the practical components. A great straight down the line, concise approach to a Deep Learning course.

5/5

Steve Bowden

Each and every topic theoretically explained clearly and each and every instruction explained practically. Excellent.

5/5

Divakar Rao

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

Deep Learning with R - Desc

Course Content

Course Content

Introduction
R Prerequisites: Setting up R Studio and R Crash Course
Single Cells – Perceptron and Sigmoid Neuron
Neural Networks – Stacking cells to create network
ANN in R
CNN – Basics
Creating CNN model in R
The Project
Project : Creating CNN model from scratch in R
Transfer Learning : Basics
Transfer Learning in R
Conclusion

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