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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 #705 for Wednesday, November 20, 2024's essential reads and reflections

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  1. AWS Releases ‘Multi-Agent Orchestrator’: A New AI Framework for Managing AI Agents and Handling Complex Conversations
    MarkTechPost · AI Agent Multi-agent ·
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  2. Techniques in Feature Engineering:
    Towards Data Science · Feature Engineering ·
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  3. LAION AI Unveils LAION-DISCO-12M: Enabling Machine Learning Research in Foundation Models with 12 Million YouTube Audio Links and Metadata
    MarkTechPost · Machine learning AI Model Machine Learning ·
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  4. Private Stochastic Convex Optimization with Heavy Tails: Near-Optimality from Simple Reductions
    Apple Machine Learning Research ·
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  5. Private Online Learning via Lazy Algorithms
    Apple Machine Learning Research · Algorithm ·
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  6. Faster Algorithms for User-Level Private Stochastic Convex Optimization
    Apple Machine Learning Research · Algorithm ·
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  7. Do LLMs Internally "Know" When They Follow Instructions?
    Apple Machine Learning Research · LLM ·
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  8. Do LLMs Estimate Uncertainty Well in Instruction-Following?
    Apple Machine Learning Research · LLM ·
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  9. Transformation-Invariant Learning and Theoretical Guarantees for OOD Generalization
    Apple Machine Learning Research ·
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  10. Alibaba Research Introduces XiYan-SQL: A Multi-Generator Ensemble AI Framework for Text-to-SQL
    MarkTechPost · AI ·
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  11. Racing into the future: How AWS DeepRacer fueled my AI and ML journey
    AWS Machine Learning · AI ·
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  12. A model of virtuosity
    MIT News · Model ·
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  13. Your guide to generative AI and ML at AWS re:Invent 2024
    AWS Machine Learning · AI Generative AI ·
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  14. Can robots learn from machine dreams?
    MIT News ·
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  15. Vultures and artificial intelligence(s) as death detectors: High-tech approach for wildlife research and conservation
    ScienceDaily · Artificial intelligence Artificial Intelligence ·
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  16. Customize small language models on AWS with automotive terminology
    AWS Machine Learning · Model ·
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  17. Dance between dense and sparse embeddings: Enabling Hybrid Search in LangChain-Milvus
    Towards Data Science · Embedding LangChain ·
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  18. Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails
    AWS Machine Learning · Agent ·
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  19. How to Answer Business Questions with Data
    Towards Data Science ·
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  20. Accelerate analysis and discovery of cancer biomarkers with Amazon Bedrock Agents
    AWS Machine Learning · Agent ·
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  21. Automate building guardrails for Amazon Bedrock using test-driven development
    AWS Machine Learning ·
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  22. Third-Year Work Anniversary as a Data Scientist: Growth, Reflections and Acceptance
    Towards Data Science ·
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  23. 10 Google tools to use for stress-free holiday hosting
    Google Gemini ·
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  24. Master QR Code Creation and Customization with Python
    Analytics Vidhya ·
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  25. Make Your Own Video Game in 7 Easy Steps!
    Analytics Vidhya ·
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  26. John Hopkins Researchers Introduce Genex: The AI Model that Imagines its Way through 3D Worlds
    MarkTechPost · AI Model ·
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  27. Distributed Decentralized Training of Neural Networks: A Primer
    Towards Data Science · Training Neural network Neural Network ·
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  28. Linear programming: Integer Linear Programming with Branch and Bound
    Towards Data Science ·
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  29. Generate 3D Images with Nvidia’s LLaMa-Mesh
    Towards Data Science · LLaMA ·
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  30. Run Local LLMs with Cortex
    KDnuggets · LLM ·
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  31. Improved RAG Document Processing With Markdown
    Towards Data Science ·
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  32. NLP Illustrated, Part 1: Text Encoding
    Towards Data Science · NLP ·
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  33. 10 Python Libraries Every Data Analyst Should Know
    KDnuggets ·
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  34. This AI Paper from UC Berkeley Introduces Pie: A Machine Learning Framework for Performance-Transparent Swapping and Adaptive Expansion in LLM Inference
    MarkTechPost · Machine learning AI Machine Learning LLM ·
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  35. The Root Cause of Why Organizations Fail With Data & AI
    Towards Data Science · AI ·
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  36. LogLLM: Leveraging Large Language Models for Enhanced Log-Based Anomaly Detection
    MarkTechPost · Model Large Language Model Anomaly Detection ·
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  37. Build Agents the Atomic Way!
    Analytics Vidhya · Agent ·
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  38. Attention (is not) all you need
    Towards Data Science ·
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  39. Multimodal Models — LLMs that can see and hear
    Towards Data Science · Model LLM ·
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  40. Stanford Researchers Propose ‘POSR’: A Unique AI Framework for Analyzing Educational Conversations Using Joint Segmentation and Retrieval
    MarkTechPost · AI ·
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  41. Big Data vs Data Warehouse
    MarkTechPost ·
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  42. How the largest gathering of US police chiefs is talking about AI
    MIT Technology Review · AI ·
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  43. This AI Paper Explores AgentOps Tools: Enhancing Observability and Traceability in Foundation Model FM-Based Autonomous Agents
    MarkTechPost · AI Model Agent ·
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  44. OptiLLM: An OpenAI API Compatible Optimizing Inference Proxy which Implements Several State-of-the-Art Techniques that can Improve the Accuracy and Performance of LLMs
    MarkTechPost · Accuracy LLM OpenAI ·
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  45. VirtuDockDL: A Deep Learning-Powered Platform for Accelerated Drug Discovery through Advanced Compound Screening and Binding Prediction
    MarkTechPost · Deep learning Prediction Deep Learning ·
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  46. Guide to Apache Lucene for High Performance Search Applications
    Analytics Vidhya ·
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  47. Image Classification with JAX, Flax, and Optax : A Step-by-Step Guide
    Analytics Vidhya · JAX ·
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  48. Adversarial Machine Learning in Wireless Communication Systems
    MarkTechPost · Machine learning Machine Learning ·
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  49. Increasing Transformer Model Efficiency Through Attention Layer Optimization
    Towards Data Science · Model Transformer ·
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    alinmat.com
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    3DOCR
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  1. How the Department of Energy Is Tapping AI to Transform Science, Industry and Government - Ep. 236
    The AI Podcast · AI ·
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  2. Procurement Data for Business Intelligence in Life Sciences - with Jennifer Sieber of Gilead Sciences
    The AI in Business ·
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