YoVDO

Introduction to Deep Learning - Traditional Approaches vs Deep Learning - Lecture 2

Offered By: NPTEL-NOC IITM via YouTube

Tags

Deep Learning Courses Artificial Intelligence Courses Machine Learning Courses Supervised Learning Courses Unsupervised Learning Courses Neural Networks Courses

Course Description

Overview

Save Big on Coursera Plus. 7,000+ courses at $160 off. Limited Time Only!
Dive into the fundamentals of deep learning in this 19-minute lecture, exploring the differences between traditional approaches and modern deep learning techniques. Gain insights from Prof. A.N. Rajagopalan of IIT Madras' Department of Electrical Engineering as he provides a quick review of deep learning concepts. Discover key topics in machine learning, including supervised and unsupervised learning, and explore applications in Natural Language Processing (NLP).

Syllabus

Intro
Machine Learning
Supervisement
Unsupervised
Traditional approaches
NLP


Taught by

NPTEL-NOC IITM

Related Courses

Introduction to Artificial Intelligence
Stanford University via Udacity Natural Language Processing
Columbia University via Coursera Probabilistic Graphical Models 1: Representation
Stanford University via Coursera Computer Vision: The Fundamentals
University of California, Berkeley via Coursera Learning from Data (Introductory Machine Learning course)
California Institute of Technology via Independent