Intro to NLP

Text Processing

Spam Classifier with Naive Bayes

Part of Speech Tagging with HMMs

Project Part of Speech Tagging

Feature extraction and embeddings

Topic Modeling

Sentiment Analysis

Sequence to Sequence

Deep Learning Attention

RNN Keras Lab

Cloud Computing Setup Instructions

Project Machine Translation

Intro to Voice User Interfaces

(Optional) Alexa History Skill

Speech Recognition

Project DNN Speech Recognizer

Recurrent Neural Networks

Long Short-Term Memory Networks (LSTM)

Keras

Sentiment Analysis with Andrew Trask

Sentiment Prediction RNN

Embeddings and Word2Vec

Project Part of Speech Tagging

LLM architecture

Pre-training models

Supervised Fine-Tuning

Reinforcement Learning from Human Feedback

Evaluation

Quantization

Inference optimization

01. Text Processing