AI Development: Neural Networks
SAT Score Range
•
4 sessions
•
EZ
NJ
TT
+10
This series was cancelled by the tutor on August 1, 2024. We're very sorry–you can explore more Computer Science series here. All 1:1 and group chats related to this series are disabled 7 days after the last session.
About
Neural networks (NNs) are the most advanced form of machine learning algorithms, and they are the mechanism behind tools like ChatGPT, Alexa, and Waymo (the self-driving car company).
In this series we'll be covering the basics of how to develop these algorithms from scratch and by modifying pretrained NNs from Google and other sources (a.k.a. transfer learning). We'll dive into a variety of applications, from image recognition, to voice commands, and maybe even FaceID locks!
Note: There are no official prerequisites, but it is very useful to know Python for this course. It's a really easy language to learn if you aren't familiar with it!
Schedule
✋ ATTENDANCE POLICY
Please don't miss more than 2 sessions! If you have prior commitments, please message the tutor beforehand.
Learners who miss multiple sessions and have not informed their tutor may be removed from the series.
SESSION 1
23
Jul
SESSION 1
Python
Python
Tue 5:00 PM - 6:00 PM UTCJul 23, 5:00 PM - 6:00 PM UTC
Get familiar with Python and the Tensorflow framework for NN development.
SESSION 2
25
Jul
SESSION 2
Artificial Intelligence
Artificial Intelligence
Thu 5:00 PM - 6:00 PM UTCJul 25, 5:00 PM - 6:00 PM UTC
Image Recognition
SESSION 3
30
Jul
SESSION 3
Artificial Intelligence
Artificial Intelligence
Tue 5:00 PM - 6:00 PM UTCJul 30, 5:00 PM - 6:00 PM UTC
More Image Recognition
SESSION 4
1
Aug
SESSION 4
Artificial Intelligence
Artificial Intelligence
Thu 5:00 PM - 6:00 PM UTCAug 1, 5:00 PM - 6:00 PM UTC
Voice Commands Recognition