Application of Deep Learning and Neural Networks

BY
TCS iON Digital Learning Hub , Packt

Learn about the core components of deep learning and neural networks through this digital course.

Mode

Online

Duration

6 Months

Fees

₹ 20000

Inclusive of GST

Quick Facts

particular details
Collaborators TCS
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based
number of course credit 5

Course overview

The Application of Deep Learning and Neural Networks Online Course is a digital course that discusses basic to advanced concepts of neural networks and deep learning. The course led by domain experts helps learners understand the practical applications of deep learning and artificial neural networks.

After completing the Application of Deep Learning and Neural Networks Certification by TCS iON, learners will get awarded a certificate of achievement. The course will be delivered through digital learning resources and digital lectures and evaluated through industry assignments, practice assessments and a final summative assessment.

The highlights

  • Certificate of achievement
  • Verifiable digital certificate
  • English medium
  • Digital learning resources
  • Digital lectures
  • Practice assessments
  • Industry assignments
  • Summative assessment
  • Industry connect community
  • Academic connect community
  • Renowned industry experts
  • Business case studies
  • Internship and job opportunity

Program offerings

  • Certificate of achievement
  • Verifiable digital certificate
  • 5 to 6 months duration
  • English medium
  • Digital learning resources
  • Digital lectures
  • Practice assessments
  • Industry assignments
  • Business case studies
  • Summative assessment

Course and certificate fees

Fees information
₹ 20,000  (Inclusive of GST)

Application of Deep Learning and Neural Networks Certification Fees

Course
Fee in INR
Application of Deep Learning and Neural Networks
Rs. 20,000
certificate availability

Yes

certificate providing authority

TCS iON

Who it is for

  • Candidates who are in their 5th, 6th, 7th and 8th semesters of engineering of any stream, B.E or B.Tech can benefit from the course.

Eligibility criteria

  • Candidates should preferably have prior knowledge of mathematics including Linear Algebra: Matrices and Vectors, Calculus: Differentiation, Partial Derivatives and Gradient, and Statistics: Normal Distribution, Probability.
  • Candidates should possess knowledge of Basic Programming in Python, Data Processing using NumPy, Scipi, Matplotlib and Pandas along with the basic usage of Scikit, Scikit-learn packages in Python.
  • Candidates are recommended to have completed the course "TCS iON Industry Honour Certification - Machine Learning for Real-World Application"

What you will learn

Machine learning Knowledge of artificial intelligence Knowledge of deep learning

After finishing the Application of Deep Learning and Neural Networks Certification Classes, you will gain insights into these topics:

The syllabus

Preliminaries

  • Introduction
  • Machine learning

Basics of Neural Networks

  • Artificial neural networks
  • Popular networks
  • Popular tools
  • Case studies
  • The human brain

Deep Neural Networks - 1

  • Introduction to Deep Learning (DL)
  • Convolutional Neural Networks (CNN)
  • Modern CNN architectures
  • Image classification using CNN

Deep Neural Networks - 2

  • Recurrent Neural Networks (RNN) & LSTM
  • Word vector representations
  • Sentiment analysis
  • Sentence classification
  • Application in Natural Language Processing (NLP)

Emerging Trends

  • Attention mechanisms and memory networks
  • Embeddings from LASER

Admission details

Given below are the steps to enroll in the Application of Deep Learning and Neural Networks Course:

Step 1: Go to the official website by clicking on the URL given below -https://www.tcsion.com/courses/industry-honour-course/deep-learning-neural-networks/

Step 2: Click on the "Activate Now" option.

Step 3: If you are a new user then sign up or sign in with your credentials.

Step 4: Fill in the required details to proceed.

How it helps

The Application of Deep Learning and Neural Networks Certification Benefits are given below: 

  • The course provides learners with a detailed understanding of the concepts of deep learning and neural networks.
  • The Application of Deep Learning and Neural Networks Certification syllabus is designed by subject experts.
  • The course allows learners to gain knowledge to build a career as a data analyst, data scientist or data engineer.

Instructors

Dr Asif Ekbal

Dr Asif Ekbal
Associate Professor
IIT Patna

FAQs

What is the number of credits provided by the course?

The Application of Deep Learning and Neural Networks Online Course offers 5 credit points.

What are the total marks of summative assessment?

The summative assessment is of 100 marks including the two parts, Part A and Part B.

Will I get a certificate if I don't take the summative assessment?

If a candidate does not attend the summative assessment, they will only receive a certificate of participation.

Trending Courses

Popular Courses

Popular Platforms

Learn more about the Courses

Download the Careers360 App on your Android phone

Regular exam updates, QnA, Predictors, College Applications & E-books now on your Mobile

Careers360 App
150M+ Students
30,000+ Colleges
500+ Exams
1500+ E-books