Deep Learning: Concept and Design Simple Network [Hindi]

Free Course. Machine Learning: Learn Deep Learning (Neural Network) from Scratch in Python [Hindi].
New
Rating: 4.3 out of 5 (14 ratings)
1,663 students
Deep Learning: Concept and Design Simple Network [Hindi]
New
Rating: 4.3 out of 5 (14 ratings)
1,671 students
What is Deep Learning and Why it is used?
What is Artificial Neural Network and How it works?
Learn to code the basic AND/OR gate

Requirements

  • Laptop with Spyder/Jupiter or any other application on which python can be run is required.
  • Basic knowledge of Python is required.
Description

This course provides a basic understanding of deep learning. Anyone can opt for this course. No prior understanding of deep learning is required.


Now the question is why this course?


This course will not only teach you the basics of deep learning but will also cover the algorithm for building a simple neural network and code it in Python. It also elaborates on the various stages involved in the neural network.

Who this course is for:
  • Anyone who wants to Learn about Deep Learning.
Course content
4 sections • 19 lectures • 1h 44m total length
  • About Course
    02:24
  • What is Deep Learning?
    08:55
  • What is Machine Learning?
    09:38
  • How Artificial Neural Network Works
    06:47
  • Artificial Neural Network - Hidden Layer
    05:17
  • Basics of Deep Learning
    1 question
  • Activation Function
    02:45
  • Different Activation Functions
    02:58
  • What is forward and backward propagation
    05:35
  • Quiz
    1 question
  • Single Layer Perceptron
    01:32
  • Perceptron: Implement OR gate
    08:00
  • Develop Algorithm to Implement Gates
    06:38
  • Implement Or Gate: Python 1
    07:19
  • Implement Or gate: Python 2
    05:25
  • Implement Or Gate: Python 3
    07:17
  • What is Convolutional Neural network (CNN) ?
    04:13
  • Step 1: Convolution
    05:42
  • Step 2: Maxpooling
    05:57
  • Step 3: Flattening
    04:14
  • Step 4: Full Connection
    03:33

Instructor
Senior Developer
Rishi Bansal
  • 4.2 Instructor Rating
  • 154 Reviews
  • 16,632 Students
  • 5 Courses

A total of 13 years of experience. I started my career as a programmer.  Apart from programming, I have worked on Cloud & Virtualization technology, DevOps and Machine Learning. Also, I have very good knowledge of software design methodologies, information systems architecture, object oriented design, and software design patterns. Teaching is my passion.  I hope you will enjoy my course.