Archives Topics
Neural Network – Generalization, Simplification, Filter sizes
Neural network, behind the scene calculations
Neural Network – Activation value and Overfitting concept
Neural Network – Data conversion process for input layer
Why Neural Network
Data representations using numbers
Neurons
Project files/Notebooks for the section 54
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
NLP, DL, DNLP
Building Text classifier continues with pipeline
Building Text classifier continues with multiple models
Term frequency – inverse document frequency
Building Text classifier
Text classification using ML, issues
Text to document term matrix
Project files/Notebooks for the section 53
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
What exactly is NLP
Upper Confidence Bound Algorithm continues (UCB)
Upper Confidence Bound Algorithm continues
Why Reinforcement learning
Explore only, Exploit only process
Bonus video – Reinforcement learning (AIMA Repo)
Project files/Notebooks for the section 52
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.
Project files/Notebooks for the section 51
The project file for this section is now available as a material resource. Make sure to download it and follow along with the lessons.