17575 подписчиков
158 видео
Planning Limits & Solutions:Overcoming Challenges with Generative AI
The Compass of Uncertainty:Fuzzy Logic in Decision-Making
AlphaFold: AI-Driven Protein Structure Prediction
Liquid Foundation Models:Revolutionary AI Architecture
Bidding Blindfold:Game Theory and Data Analytics in Procurement
Perception vs. Comprehension:Exploring the Mathematical Reasoning Boundaries of LLMs
Parquet:Hybrid Data Format for Efficient Data Processing
World Models: Autonomous Driving
Hippocampus-Inspired Memory: Enhancing Large Language Models
OpenAI's o1 Model: Enhanced Reasoning and Future AI Applications
The Orchestra of AI: Agentic Workflows for Language Models and AGI
Any-to-Any Multimodal LLM: Multimodal Magic from Text to Anything
YAML: Configuration file for machine learning projects
Text to SQL: Transform human natural language to structured query using Large Language Models
Evaluation of LLM based Text-to-SQL models
API (Application Programming Interface): Sorting out API, REST API, Unicorn API, FastAPI…
Replacing prompt engineering with systematic programming: Deep dive on DSPy