Natural Language Processing
Accelerated introduction to NLP, covering machine learning basics, text preprocessing, vectorization, and advanced neural network architectures like RNNs, LSTMs, and Transformers.
Fine-Tune GPT-3 to Write an Entire Coherent Novel - Part 1
Learn to fine-tune GPT-3 for novel writing, exploring techniques like style mimicking, outline generation, and chunk-by-chunk story building to create coherent, AI-generated fiction.
Deep Learning for Search and Recommender Systems in Practice - Part 2
Explore advanced techniques in deep learning for search and recommender systems, focusing on practical implementation and real-world applications at LinkedIn.
Natural Language Processing - Deciphering the Message Within the Message Stock Selection
Explore NLP techniques for stock selection using earnings call transcripts, focusing on sentiment and behavioral signals that have shown historical effectiveness in the U.S. market.
Complete Natural Language Processing Machine Learning Tutorial
Comprehensive NLP tutorial covering tokenization, preprocessing, encoding, and word embeddings. Practical implementations and in-depth explanations for beginners and intermediate learners.
Enterprise Jargon and RAG Systems - Effective Tactics for Improved Performance
Discover effective tactics to enhance RAG and retrieval systems for handling enterprise jargon, improving LLM-powered tools and applications for businesses.
Integrating Knowledge Graphs and Vector RAG for Efficient Information Extraction - Reading Group Session
Explore integrating knowledge graphs and vector retrieval for enhanced information extraction from unstructured financial documents, improving accuracy and efficiency in data analysis.