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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.

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Dive back into Artificial Intelligence Edition #677 for Friday, October 11, 2024's essential reads and reflections

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  1. Non-Linearity: Can Linear Regression Compete With Gradient Boosting?
    Towards Data Science ·
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  2. What Goes Into AI? Exploring the GenAI Technology Stack
    Towards Data Science · AI GenAI ·
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  3. Enable or disable ACL crawling safely in Amazon Q Business
    AWS Machine Learning ·
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  4. Google AI Introduces Tx-LLM: A Large Language Model (LLM) Fine-Tuned from PaLM-2 to Predict Properties of Many Entities that are Relevant to Therapeutic Development
    MarkTechPost · AI Model LLM Large Language Model PaLM ·
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  5. GSM-Symbolic: Understanding the Limitations of Mathematical Reasoning in Large Language Models
    Apple Machine Learning Research · Model Large Language Model ·
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  6. Model Selection: Building 5 Machine Learning Models (Part II)
    Towards Data Science · Machine learning Model Machine Learning ·
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  7. The Transparent Human
    Towards Data Science ·
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  8. From Newton to Neural Networks
    Towards Data Science · Neural network Neural Network ·
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  9. Comparative Analysis: ColBERT vs. ColPali
    MarkTechPost ·
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  10. Automate Data Insights with LIDA’s Intelligent Visualization
    Analytics Vidhya ·
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  11. 5 Types of AI Agents that you Must Know About
    Analytics Vidhya · AI Agent ·
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  12. Is Google’s NotebookLM Going to Disrupt the Podcasting Industry?
    Towards Data Science ·
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  13. Cyclic Partition: An Up to 1.5x Faster Partitioning Algorithm
    Towards Data Science · Algorithm ·
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  14. Archon: A Machine Learning Framework for Large Language Model Enhancement Using Automated Inference-Time Architecture Search for Improved Task Performance
    MarkTechPost · Machine learning Model Machine Learning Large Language Model ·
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  15. Simulation mimics how the brain grows neurons, paving the way for future disease treatments
    ScienceDaily ·
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  16. SK Telecom improves telco-specific Q&A by fine-tuning Anthropic’s Claude models in Amazon Bedrock
    AWS Machine Learning · Model Anthropic Claude ·
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  17. Scaling Rufus, the Amazon generative AI-powered conversational shopping assistant with over 80,000 AWS Inferentia and AWS Trainium chips, for Prime Day
    AWS Machine Learning · AI Generative AI ·
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  18. Exploring alternatives and seamlessly migrating data from Amazon Lookout for Vision
    AWS Machine Learning ·
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  19. Seven Factors Driving AI Adoption
    KDnuggets · AI ·
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  20. All About AI Agents: Autonomy, Reasoning, Alignment, and More
    Towards Data Science · AI Agent ·
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  21. CV Data Extraction: Essential Tools and Methods for Recruitment
    Analytics Vidhya ·
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  22. Python Square Root
    Analytics Vidhya ·
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  23. 5 Real-Life Use Cases of AI Agents for Day-to-Day Work
    Analytics Vidhya · AI Agent ·
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  24. SQ-LLaVA: A New Visual Instruction Tuning Method that Enhances General-Purpose Vision-Language Understanding and Image-Oriented Question Answering through Visual Self-Questioning
    MarkTechPost ·
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  25. How to Create YouTube Video Study Guides with NotebookLM
    KDnuggets ·
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  26. Refining Classifier-Free Guidance (CFG): Adaptive Projected Guidance for High-Quality Image Generation Without Oversaturation
    MarkTechPost · Image Generation ·
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  27. A Walkthrough of Nvidia’s Latest Multi-Modal LLM Family
    Towards Data Science · LLM ·
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  28. Researchers from Google DeepMind and University of Alberta Explore Transforming of Language Models into Universal Turing Machines: An In-Depth Study of Autoregressive Decoding and Computational Universality
    MarkTechPost · Model Google DeepMind ·
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  29. New Neural Warp Sampling Method Enhances Photorealistic Rendering: Reducing Variance and Improving Efficiency in Complex Material Interactions
    MarkTechPost ·
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  30. Top 4 Agentic AI Design Patterns for Architecting AI Systems
    Analytics Vidhya · AI ·
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  31. This AI Paper Introduces Diffusion Evolution: A Novel AI Approach to Evolutionary Computation Combining Diffusion Models and Evolutionary Algorithms
    MarkTechPost · AI Algorithm Model ·
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  32. How to Parallelize Copy Activities in Azure Data Factory
    Towards Data Science ·
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  33. Meet DiscoveryWorld: A Virtual Environment for Developing and Benchmarking An Agent’s Ability to Perform Complete Cycles of Novel Scientific Discovery
    MarkTechPost · Agent ·
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  34. Fine-Tuning LLMs with 32-bit, 8-bit, and Paged AdamW Optimizers
    Towards Data Science · LLM ·
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  35. Model Selection: A Guide to Class Balancing (Part I)
    Towards Data Science · Model ·
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  36. Mastering Simpson’s Paradox — My Gateway to Causality
    Towards Data Science ·
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  37. Low-Code Data Connectors and Destinations
    Towards Data Science ·
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  38. Generative World Models for Enhanced Multi-Agent Decision-Making
    MarkTechPost · Model Agent Multi-agent ·
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  39. CodeMMLU: A Comprehensive Multi-Choice Benchmark for Assessing Code Understanding in Large Language Models
    MarkTechPost · Model Large Language Model ·
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  40. Dynamic Contrastive Decoding (DCD): A New AI Approach that Selectively Removes Unreliable Logits to Improve Answer Accuracy in Large Vision-Language Models
    MarkTechPost · AI Model Accuracy ·
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  41. Decision Tree Regressor, Explained: A Visual Guide with Code Examples
    Towards Data Science ·
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  1. AI - 2024AD: 212-page Report (from this morning) Fully Read w/ Highlights
    AI Explained · AI ·
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  1. EP81: Can AI Make Your Life Easier? Geoffrey Hinton is Relevant Again & State of AI Report
    This Day in AI · AI ·
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