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 #666 for Thursday, September 26, 2024's essential reads and reflections

Read

  1. Make Your Way from Pandas to PySpark
  2. Microsoft Releases RD-Agent: An Open-Source AI Tool Designed to Automate and Optimize Research and Development Processes
  3. Hyperparameter Optimization with Genetic Algorithms — A Hands-On Tutorial
  4. How to Make Your Data Science/ML Engineer Workflow More Effective
  5. LLM Fine-tuning — FAQs
  6. Working with Embeddings: Closed versus Open Source
  7. Dummy Regressor, Explained: A Visual Guide with Code Examples for Beginners
  8. Simulate the Challenges of a Circular Economy for Fashion Retail
  9. VisionTS: Building Superior Forecasting Models from Images
  10. Strawberry’s Paradox: When Perfect Answers Aren’t Enough
  11. Contextualization of ASR with LLM Using Phonetic Retrieval-Based Augmentation
  12. Want AI that flags hateful content? Build it.
  13. Llama 3.2 Released: Unlocking AI Potential with 1B and 3B Lightweight Text Models and 11B and 90B Vision Models for Edge, Mobile, and Multimodal AI Applications
  14. A Novel AI Approach to Multicut-Mimicking Networks for Hypergraphs with Constraints
  15. Improve employee productivity using generative AI with Amazon Bedrock
  16. Build a multimodal social media content generator using Amazon Bedrock
  17. Elevate RAG for numerical analysis using Amazon Bedrock Knowledge Bases
  18. PromSec: An AI Algorithm for Prompt Optimization for Secure and Functioning Code Generation Using LLM
  19. Llama 3.2 models from Meta are now available in Amazon SageMaker JumpStart
  20. Vision use cases with Llama 3.2 11B and 90B models from Meta
  21. I Spent My Money on Benchmarking LLMs on Dutch Exams So You Don’t Have To
  22. Vector Embeddings with Cohere and HuggingFace
  23. How Cohort Analysis Can Transform Your Customer Insights
  24. Convenient Time Series Forecasting with sktime
  25. Exposing Jailbreak Vulnerabilities in LLM Applications with ARTKIT
  26. Build Your Agents from Scratch
  27. Feature Store Summit 2024: Data for AI – Real-Time, Batch, and LLMs
  28. Shrinking AR displays into eyeglasses to expand their use
  29. Free Courses That Are Actually Free: Programming Edition
  30. Minish Lab Releases Model2Vec: An AI Tool for Distilling Small, Super-Fast Models from Any Sentence Transformer
  31. How to Write Basic SQL Queries in BigQuery
  32. A tiny new open-source AI model performs as well as powerful big ones
  33. AI Agents in Social Media for Content Moderation and Curation
  34. Efficient Human Posture Estimation: A Step-by-Step Guide with Active Display Control
  35. Subgroups: An Open-Source Python Library for Efficient and Customizable Subgroup Discovery
  36. Advanced Vector Indexing Techniques for High-Dimensional Data
  37. How Machine Learning is Transforming Disease Risk Prediction in Healthcare
  38. Iteration of Thought: An AI Framework for Enhancing LLM Responses by Generating “thought”-Provoking Prompts
  39. 6 Programming Languages Used by NASA
  40. AdvDGMs: Enhancing Adversarial Robustness in Tabular Machine Learning by Incorporating Constraint Repair Layers for Realistic and Domain-Specific Attack Generation
  41. Doing Customer Segmentation with R
  42. Building 5 Simple Apps using LlamaCoder
  43. Simplifying Diffusion Models: Fine-Tuning for Faster and More Accurate Depth Estimation
  44. Optimizing Energy Efficiency in Machine Learning ML: A Comparative Study of PyTorch Techniques for Sustainable AI
  45. Revolutionizing Image Classification: Training Large Convolutional Neural Networks on the ImageNet Dataset
  46. 4 Passive Income Streams Using GenAI
  47. How Does the Tensor Brain Use Embeddings and Embodiment to Encode Senses and Decode Symbols?
  48. Water Cooler Small Talk: The Birthday Paradox
  49. Doctors Leverage Multimodal Data; Medical AI Should Too
  50. Nvidia AI Releases Llama-3.1-Nemotron-51B: A New LLM that Enables Running 4x Larger Workloads on a Single GPU During Inference
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Watch

  1. Gaming, Goats & General Intelligence with Frederic Besse
  2. ‘Advanced Voice’ ChatGPT Just Happened … But There's 3 Other Stories You Probably Shouldn’t Ignore
  3. A Veo Compilation
  4. How AI is Helping to Protect the World’s Crops | AlphaFold Impact Stories
  5. How AI is Helping to Solve the Plastic Pollution Crisis | AlphaFold Impact Stories
  6. AI Leaders of Tomorrow: Carlin Foka Takamgno

Listen

  1. Women in ServiceNow Series E01: Aly Skidmore, ServiceNow Platform Owner at abrdn
  2. Bringing Trust and Guardrails into Developing Enterprise AI Systems - with Steve Jones of Capgemini
  3. AI Use Case Series: AI in Project Management [AI Today Podcast]