Special Offer: Minimum 50% off on all courses till 25 Sept 2020

Course Overview

This course is designed to provide a complete understanding to Deep Learning. It is aimed at beginners and intermediate programmers and data scientists who are familiar with Python and want to understand and apply Deep Learning techniques to a variety of problems. This course will get you started in building your FIRST artificial neural network using deep learning techniques. We will be using Google’s Tensorflow library to implement Neural networks.

Deep Learning Specialization Certification Program is a 4 months intensive job-oriented learning program designed to help you gain In-Depth knowledge in Deep Learning. Through this Specialization certification program, you will gain knowledge in Deep learning algorithms. On successful course completion, you will expertise Deep Learning.


Key Highlights of the program

  • 4 months intensive training
  • Practical hands-on sessions
  • 10+ hands-on projects + 1 Capstone
  • One-on-One doubt clarification
  • Classroom as well as Live Online Classes
  • Lifetime access to self-paced learning

Course Advantage

Learning - Blended to Perfection

Solve real-world problems with hands on practicals via Industry based projects and detailed personalised feedback.

Personalized Mentorship

Receive guidance from Industry experts with one-on-one feedback on submissions of assignments.

Career Assistance

Build you resume, prepare for mock interviews and setup online portfolio with placement updates.

Eligibility

The program is aimed at candidates who:
  • has either completed or pursuing a Bachelor's degree with a minimum of 50% aggregate marks or equivalent.
  • are comfortable using a programming language
  • are familiar with college-level mathematics

Curriculum

  • Introduction to Deep Learning
  • Introduction to Perceptrons
  • Introduction to Artificial Neural Networks
  • Working of Neural Networks
  • Hyper parameter Tuning
  • Gradient Descent
  • Backpropagation
  • Activation Functions
  • Quizes and Assignments
  • TensorFlow Basics
  • TensorFlow Architecture
  • TensorFlow Functions
  • Single Layer Perceptron
  • Multiple Layer Perceptron
  • Quizes and Assignments
  • Deep Learning using Keras
  • Creating an Artificial Neural Networks(ANN)
  • Convolutional Neural Networks(CNN)
  • Recurrent Neural Networks(RNN)
  • Autoencoders
  • Quizes and Assignments
  • Statistical NLP
  • Sequential NLP
  • Bag of Words Model
  • TF-IDF
  • POS Tagging
  • Named Entity Recognition
  • Introduction to Sequential data
  • RNNs and LSTMs
  • GRUs - Gated recurrent unit
  • Quizes and Assignments
  • Introduction to OpenCV
  • OpenCV tools and functions
  • Setting Camera Parameters
  • Handling Events
  • Face detection using OpenCV
  • Image Recognition
  • Quizes and Assignments
  • Convolutional Neural Networks
  • Forward propagation & Backpropagation for CNNs
  • Convolution, Pooling, Padding & its mechanisms
  • AlexNet, VGGNet, InceptionNet & ResNet
  • Transfer Learning
  • Semantic segmentation
  • YOLO
  • Siamese Networks
  • Object Detection
  • Face Recognition
  • Quizes and Assignments
  • Introduction to GANs
  • GANs working concepts
  • AutoEncoders
  • DeepFake
  • Quizes and Assignments
  • Final Capstone Project

Facts that Make us Unique

Expert Mentors

Receive high quality guidance from industry experts and teaching assistants on the respective courses. Get one-on-one feedback on submissions of projects.

Industry case Studies

Work on real time industry problems via sponsored projects with detailed personalised feedback and guidance from the mentors.

Interview preparation

Practice mock tests and mock interviews and get familiarized with commonly asked interview questions that will help you crack any technical interview. Use your ePortfolio created with the guidance of our instructors to showcase your skills and improve your chances of getting hired.

Lifetime Content Access

Get lifetime access to self-paced learning materials.

Doubt Resolution

Timely doubt resolution by peers and mentors. Get personalised expert feedback on assignments and projects.

Student Support

Get 24x7 support related to any queries or technical issues. Get personalized support from the mentors on task related issues.

Career and Placement Support


Get Hired Faster

Get regular notifications on job openings and interviews from our placement team until you get placed in a company. Get mentorship and guidance for interview preparation.

Hands on Projects

Our trainig methodology is completely practical based. Learn by working on real time projects and case studies from Uber, Amazon, Walmart labs, etc.

Interview Preparation

Dedicated mentorship and interview connect sessions are provided for cracking the interviews. Take mock interviews and get hired faster.

Resume Building

Our training and placement team will help you out in building your resume with real time projects as per the industry standards.

REVIEWS

What our learners have to say ...

 4.9  2500 + reviews

FOR QUERIES, FEEDBACK OR ASSISTANCE

Contact Support