Ahad Jawaid
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ML Mondays
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Reinforcement Learning
I introduce policy iteration, Q-functions, Q-learning. And go over examples how the Q-learning equation works.
27 November 2023
Ahad Jawaid
Introduction to Reinforcement Learning
I introduce the basics of reinforcement learning including markov decision process and value functions. And the basic problems in reinforcement learning including credit…
13 November 2023
Ahad Jawaid
Natural Language Processing - Transformers
I introduce transformers going through an example of how to use them autoregressively.
06 November 2023
Ahad Jawaid
Introduction to Natural Language Processing
I introduce the popular task in natural language processing and how to use recurrent neural networks to solve them.
30 October 2023
Ahad Jawaid
Computer Vision
I introduce the popular task in computer vision and how to use convolution networks to solve them.
16 October 2023
Ahad Jawaid
Training and Deploying a ML Model
I introduce how to train neural networks and deploy them using gradio.
09 October 2023
Ahad Jawaid
Introduction to Deep Learning - Part 2
Demystified neural networks by boiling them down to simple math equations. Attendees worked together to manually adjust the weights in these simplified models, gaining a…
02 October 2023
Ahad Jawaid
Introduction to Deep Learning - Part 1
Demystified neural networks by boiling them down to simple math equations. Attendees worked together to manually adjust the weights in these simplified models, gaining a…
26 September 2023
Ahad Jawaid
Introduction to ML Mondays
This is the introduction to the ML Monday’s series, where we teach students the theory and application behind a lot of the most common artifical intelligence models.
19 September 2023
Ahad Jawaid
Deep learning with fast.ai
Workshop on deep learning and introducing transfer learning. This work shop was hosted by me and Ibad to teach students how to use the library fast.ai to perform transfer…
22 March 2023
Ahad Jawaid
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