Episode 7 - Deep Neural Networks & Deep Learning

On the 7th episode, we recap Neural Networks and introduce Deep Neural Networks / Deep Learning. We discuss the advantages of Deep Learning , its real-world applications, and how they are different from neural networks. Deep Learning is compute-intensive and when used well, can save thousands of hours while trying to make predictions.

Show notes-
Edu material -
Neural Networks in 5 minutes - https://www.youtube.com/watch?v=bfmFfD2RIcg

How Deep Neural Networks Work - https://www.youtube.com/watch?v=ILsA4nyG7I0

Relevant timestamps-
00.15-2.30 - Recap of Neural Networks
2.30-4.30 - Introduction to topic and business application
4.30- 7.30 - Introduction to deep learning (with retail example)
7.30- Behind the scenes-Neural Networks
10.00- 10.45- Difference between neural networks and deep learning
10.45- 14.00 - How Deep Learning Is self-teaching
14.00- 15.00 Deep Learning and its resource instensive nature
15.00 - 17.15- Benefits of Cloud in enabling deep learning
17.15-19.30 - Summary
19.30-20.00- Special Announcement and wrap up