About Introduction to Neural Networks Course

There has been a tremendous boom in the applications of Computer Vision and Natural Language Processing now a days.

The applications of Computer Vision range from understanding the environment in a Self - Driving Car to build Facial Recognition based Attention Systems for classrooms in Education Industry. Natural Language Processing on the other hand helps us to build ChatBots. 

Computer Vision systems deal with high variety and volume of data, specifically images or videos. It is represented as bits and blobs which is hard to explain to a machine. As a result, these systems need intricate techniques to make sense of the data and then make data driven decisions.

This course is designed to give you a taste of how the neural networks works which are the basic building blocks behind any computer vision or natural language processing applications.

Pre-requisites

This is a beginner friendly course, so it does not assume any familiarity with Computer Vision or Deep Learning algorithms. But, this course assumes that you are comfortable with Python programming.

Course curriculum

  • 1
    Introduction to Neural Network
    • Welcome to Introduction to Neural Networks
    • Getting started with Neural Network
    • Exercise : Getting started with Neural Network
    • Independent and dependent variables
    • Understanding Forward Propogation
    • Exercise : Forward Propogation
    • Error and Reason for Error
    • Exercise : Error and Reason for Error
    • Gradient Descent Intuition
    • Understanding Math Behind Gradient Descent
    • Exercise : Gradient Descent
    • Back Propagation
    • Exercise : Back Propagation
    • Summary of the Module
  • 2
    Applications of Neural Networks
    • Computer Vision
    • Exercise
    • Natural Language Processing
    • Exercise
    • Audio Processing
  • 3
    Where to go from here?
    • Where to go from here?

Instructor(s)

  • Analytics Vidhya

    Analytics Vidhya

    Analytics Vidhya provides a community based knowledge portal for Analytics and Data Science professionals. The aim of the platform is to become a complete portal serving all knowledge and career needs of Data Science Professionals.

Here's what our students have to say about our Introduction to Neural Networks Course

  • Awesome Course

    deepakshar211.analyticsvidhya deepakshar211.analyticsvidhya

    Best course I have ever completed in such a short time

    Best course I have ever completed in such a short time

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  • satisfactory

    Isaac Ewa

    very educative

    very educative

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  • Great!

    Tim amoffitt

    Read Less

  • Great Content

    rameez8897 rameez8897

    Handsomely xplained

    Handsomely xplained

    Read Less

  • Course contents

    ambika0203 ambika0203

    Well organised

    Well organised

    Read Less

  • Intro to Neural Networks

    sukanthen ss

    This course proves to be a good guide for basic knowledge on neural networks.

    This course proves to be a good guide for basic knowledge on neural networks.

    Read Less

  • really helpful

    Monika Varshney

    please provide more mcqs and calculative questions on neural networks..thanks..nice explanation..expecting in more detail so that we get overall idea about it

    please provide more mcqs and calculative questions on neural networks..thanks..nice explanation..expecting in more detail so that we get overall idea about it

    Read Less

  • Good brief understanding

    rishabh gupta

    Nice way of explanation

    Nice way of explanation

    Read Less

  • 5 star for back propagation

    Dhiraj Patil

    must see back propagation tut.

    must see back propagation tut.

    Read Less

  • Awesome

    Arghyadeep Sen

    Great introductory video with clarity in concept

    Great introductory video with clarity in concept

    Read Less

  • Short and simple

    Satish Jaiswal

    This free course was Awesome! I had no idea what Neural Network was but now I have thanks to Analytics Vidhya! You guys at the back-end of this course rock!

    This free course was Awesome! I had no idea what Neural Network was but now I have thanks to Analytics Vidhya! You guys at the back-end of this course rock!

    Read Less

  • Read Less

FAQ

  • Who should take this course?

    This course is for people who are looking to get into the field of Computer Vision or Natural Language Processing (NLP) or who wants learn the basics of Neural Networks.

  • What is the refund policy?

    The fee for this course is non-refundable.

  • Do I get a certificate upon completion of the course?

    No, there is no certificate for this course.

  • What is the fee for this course?

    This course is free of cost.

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