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Limits of AI: Compute, Memory, and Interconnection

Automated Feature Engineering with OpenFE and FETCH

Human Expertise in Text to SQL (Databricks, Snowflake, and Numbers Station)

How to Read Github (and find the Best Projects)

VLLM: A widely used inference and serving engine for LLMs

Transformer Explainer (1 min Short) - Interactive Visualization for Transformers

Transformer Explainer (Full Video) - Interactive Visualization for Transformers

Rules: A Simple & Effective Machine Learning Approach (Rajiv Shah 11-09-21)

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Isolation Forests for Anomaly or Outlier Detection

Curriculum Learning in Machine Learning - Ordering Training Data Improves Performance

Use Cases for Generative AI / LLMs that are in Production

Llama 3.1

GPT-4o mini from Open AI: Performance, Cost, Competition, and Development of LLMs

Pricing Optimization with Machine Learning - A funny summary

ABCs of AI for Machine Learning and Generative AI - Anything But Chatbots

MobileLLM from Meta is full of efficient architecture ideas for LLMs

Challenging Benchmarks for LLMS: MUSR and Connections

State of Generative AI in 2024 and How it is Falling Short

BigCodeBench and Unit Testing for Evaluating Generative AI

7 Baseline Predictive Models for Anomaly, Search, Time Series and More

Model Interpretability and Explainability for Machine Learning Models

Intro to Generative AI and Trends (March 2024)

Hyperparameter Optimization