Insights
Artificial Intelligence

Dive into the world of AI with expert insights on machine learning, automation, and emerging technologies. Discover how AI is shaping industries and transforming businesses.

Past Edition

Dive back into Artificial Intelligence Edition #667 for Friday, September 27, 2024's essential reads and reflections

Read

  1. A Comprehensive Survey of Small Language Models: Architectures, Datasets, and Training Algorithms
  2. Compress and Compare: Interactively Evaluating Efficiency and Behavior Across ML Model Compression Experiments
  3. What 15 Data Scientists Say About Key Skills
  4. A Data Scientist’s Guide to Stakeholders
  5. Mastering Marketing Mix Modelling In Python
  6. Researchers from John Hopkins and Samaya AI Propose Promptriever: A Zero-Shot Promptable Retriever Trained from a New Instruction-based Retrieval Dataset
  7. Towards Named Entity Disambiguation with Graph Embeddings
  8. The Pareto Principle in Data Engineering
  9. GenAI for Aerospace: Empowering the workforce with expert knowledge on Amazon Q and Amazon Bedrock
  10. Scalable training platform with Amazon SageMaker HyperPod for innovation: a video generation case study
  11. Control data access to Amazon S3 from Amazon SageMaker Studio with Amazon S3 Access Grants
  12. The Art of Tokenization: Breaking Down Text for AI
  13. Handling NULL Values in SQL
  14. Create Your Own Meal Planner Using ChatGPT
  15. Reinforcement Learning from Human Feedback (RLHF) for LLMs
  16. SpecEval: A Novel Black-Box Evaluation Framework to Evaluate Code Comprehension in LLMs via Program Specifications
  17. Small Language Models for Your Team’s Everyday Tasks
  18. 7 Steps to Mastering Coding for Data Science
  19. How to Create Interactive Visualizations in R
  20. How AlphaChip transformed computer chip design
  21. Fundamentals of Effective Prompt Engineering
  22. A Close Look at AI Pain Points, and How to (Sometimes) Resolve Them
  23. Getting Started With Meta Llama 3.2
  24. Data Science and Analytics in Personalized Healthcare: Progress and Prospects
  25. Are Small Language Models Really the Future of Language Models? Allen Institute for Artificial Intelligence (Ai2) Releases Molmo: A Family of Open-Source Multimodal Language Models
  26. Is Scaling the Only Path to AI Supremacy? This AI Paper Unveils ‘Phantom of Latent for Large Language and Vision Models
  27. How to Work with Nvidia Nemotron-Mini-4B-Instruct?
  28. Assessing OpenAI’s o1 LLM in Medicine: Understanding Enhanced Reasoning in Clinical Contexts
  29. CVT-Occ: A Novel AI Approach that Significantly Enhances the Accuracy of 3D Occupancy Predictions by Leveraging Temporal Fusion and Geometric Correspondence Across Time
  30. OmniGen: A New Diffusion Model for Unified Image Generation
  31. Beyond Line and Bar Charts: 7 Less Common But Powerful Visualization Types
  32. Interactive visualization using Streamlit & Bokeh (NYC taxi trips - Part 2)
  33. End-to-End Machine Learning Project (Part 1): Project Scoping, Structure, Data Gathering, EDA
  34. Meta AI Researchers Propose Backtracking: An AI Technique that Allows Language Models to Recover from Unsafe Generations by Discarding the Unsafe Response and Generating anew
  35. From Zero to App: Building a Database-Driven Streamlit App with Python
  36. New security protocol shields data from attackers during cloud-based computation
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Watch

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Listen

  1. EP79: Fun with ChatGPT Advanced Voice Mode & Which Models Do People Actually Use?
  2. Playstation's Kristie J. Fisher + Guide to designing a GenAI product
  3. #183 - OpenAI o1, Adobe vid gen, Reflection 70B, DeepMind AlphaProteo
  4. AI Infrastructure Investments for Insurance Workflows - with Ylan Kazi of Blue Cross Blue Shield