Why this Course?
A lot of us might have experienced difficulty when relating Machine Learning and Deep Learning models. This course aims to answer usual doubts such as,
Why Deep Learning?
Why Neural Network performs better than Machine Learning models?
Deep Learning and Machine Learning are totally different technologies or are they much related?
How has Deep Learning evolved from Machine Learning?
What it Covers?
The course covers Machine Learning models such as Linear Regression, Perceptron, Logistic Regression, and a Deep Learning model Dense Neural Network.
The four chapters (videos) of the course deal with the adult life of a Legend named Mr. S and show how he used Machine Learning and Deep Learning models to solve interesting problems such as partying, dating, searching for a soulmate, and eventually marrying the suitable girl in his life.
Through the journey of Mr. S, you will finally get to know why Neural Network performs better & how Machine Learning and Deep Learning are related.
Videos contain interesting scenarios with simple numerical examples and explanations.
Who can opt for this Course?
This course will be highly useful for those individuals,
Who does/doesn't have a CS background and wants to understand Deep Learning technically without coding & too much mathematics?
Who is getting started with Machine Learning or Deep Learning?
Who seeks the answer: Why do Neural Networks perform better than Machine Learning models and how has Deep Learning evolved from Machine Learning?
Who does research AI and has fundamental doubts about the functionality of Neural Networks.
To teach the journey from Machine Learning to Deep Learning
To relate how Deep Learning and Neural Networks evolved from Machine Learning models
To understand the inner functionality and design choices of a neural network