Course Overview

This free course will help you learn neural networks from scratch. It will help you understand the basics of neural networks and their different types.

Skills Covered

  • Artificial neural networks
  • Backpropagation and gradient descent
  • Convolutional neural networks
  • Recurrent neural networks
  • Longshort term memory

Course Curriculum

Course Content

  • Introduction to Neural Network

    Preview
    • Introduction

      01:32Preview
      • Introduction Neural Network
        01:32
    • Lesson 01: What is A Neural Network?

      09:26Preview
      • What is A Neural Network
        09:26
    • Lesson 02: How Does The Neural Network Work?

      10:23Preview
      • How Does The Neural Network Work
        10:23
    • Lesson 03: Types of Artificial Neural Networks

      05:27
      • Types of Artificial Neural Networks
        05:27
    • Lesson 04: Advantages and Applications of Neural Network

      05:36
      • Advantages & Applications of Neural Network
        05:36
    • Lesson 05: A Use Case of Neural Network

      31:09
      • A Use Case of Neural Network
        31:09
    • Lesson 06: Backpropagation and Gradient Descent

      12:00
      • Backpropagation & Gradient Descent
        12:00
    • Lesson 07: All About Convolutional Neural Networks

      21:33
      • All About Convolutional Neural Networks
        21:33
    • Lesson 08: Use Case Implementation using CNN

      40:07
      • Use Case Implementation using CNN
        40:07
    • Lesson 09: Introduction to Recurrent Neural Network

      10:48Preview
      • Introduction to Recurrent Neural Network
        10:48
    • Lesson 10: Vanishing and Exploding Gradient Problem

      04:59
      • Vanishing and Exploding Gradient Problem
        04:59
    • Lesson 11: Long Short Term Memory

      08:39
      • Long Short Term Memory
        08:39
    • Lesson 12: Use Case Implementation of LSTM

      32:44
      • Use Case Implementation of LSTM
        32:44

Why Online Bootcamp

  • Develop skills for real career growthCutting-edge curriculum designed in guidance with industry and academia to develop job-ready skills
  • Learn from experts active in their field, not out-of-touch trainersLeading practitioners who bring current best practices and case studies to sessions that fit into your work schedule.
  • Learn by working on real-world problemsCapstone projects involving real world data sets with virtual labs for hands-on learning
  • Structured guidance ensuring learning never stops24x7 Learning support from mentors and a community of like-minded peers to resolve any conceptual doubts
  • Disclaimer
  • PMP, PMI, PMBOK, CAPM, PgMP, PfMP, ACP, PBA, RMP, SP, and OPM3 are registered marks of the Project Management Institute, Inc.