ADVANCED PROGRAM IN DEEP LEARNING COMPUTER

This course is meant for participants who have already gained familiarity with the basics of Data Science & Machine Learning, and have realized that its time to switch gears in order to attain the most in demand AI skills. Our advanced program empowers you with the skills that are absolutely top of the line.

Introduction to Artificial Neural Networks

• History of Neurons
• Concepts such as gradient descent, NN architecture, activation functions, optimization, cost and loss functions, backpropagation

Computer Vision

• Gain thorough knowledge of Convolutional Neural Networks
• Learn to solve a wide variety of problems from handwritten digits to object detection and face recognition
• Learn to use some of the best known models contributed by some of the leading organizations

Natural Language Processing

• Learn to work with text data
• Become proficient in using the advanced models such as Recurrent Neural Networks, LSTMs, Transformers etc.
• Gain practical skills to derive insights from text using sentiment analysis, text summarization and machine translation etc.