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 #478 for Monday, January 8, 2024's essential reads and reflections

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  1. Generative AI is a Gamble Enterprises Should Take in 2024
  2. Merge Large Language Models with mergekit
  3. Leverage KeyBERT, HDBSCAN and Zephyr-7B-Beta to Build a Knowledge Graph
  4. Streamline Data Pipelines: How to Use WhyLogs with PySpark for Data Profiling and Validation
  5. Algorithmic Alchemy with The Fast Fourier Transform
  6. Inspecting Neural Network Model Performance for Edge Deployment
  7. Why Are Advanced RAG Methods Crucial for the Future of AI?
  8. Unveiling Multi-Attacks in Image Classification: How One Adversarial Perturbation Can Mislead Hundreds of Images
  9. Machine Learning in Business: 5 things a Data Science course won’t teach you
  10. What is AI Hallucination? Is It Always a Bad Thing?
  11. Researchers from UT Austin and Meta Developed SteinDreamer: A Breakthrough in Text-to-3D Asset Synthesis Using Stein Score Distillation for Superior Visual Quality and Accelerated Convergence
  12. This AI Paper from Victoria University of Wellington and NVIDIA Unveils TrailBlazer: A Novel AI Approach to Simplify Video Synthesis Using Bounding Boxes
  13. Supercharge Your AI with HuggingGPT
  14. Meet GPT4Free: An Artificial Intelligence-Based Software Package that Reverse-Engineers APIs to Grant Anyone Free Access to Popular AI Models like OpenAI’s GPT-4 
  15. Salesforce Research Proposes MoonShot: A New Video Generation AI Model that Conditions Simultaneously on Multimodal Inputs of Image and Text
  16. Meet Q-Align: The All-in-One Visual Scorer Based on Large Multi-Modality Models
  17. Gaussian Processes from Scratch
  18. Visual Guides to understand the basics of Large Language Models
  19. Lead Data Engineer Career Guide
  20. Language Model Training and Inference: From Concept to Code
  21. How I Became A Data Scientist — No CS Degree, No Bootcamp
  22. Does Using an LLM During the Hiring Process Make You a Fraud as a Candidate?
  23. Future-Proof The Value Of Your Data Science Capability
  24. 2024: The year of the value-driven data person
  25. MIT’s AI Agents Pioneer Interpretability in AI Research
  26. This AI Paper Presents A Comprehensive Study of Knowledge Editing for Large Language Models
  27. ByteDance Introduces the Diffusion Model with Perceptual Loss: A Breakthrough in Realistic AI-Generated Imagery
  28. Get a Free 3 Month Trial of Google Bard Advanced; Experience the Future of AI Chatbots
  29. Meet Fusilli: A Python Library for Multi-Modal Data Fusion in Machine Learning
  30. Can We Transfer the Capabilities of LLMs like LLaMA from English to Non-English Languages? A Deep Dive into Multilingual Model Proficiency
  31. Meet Astraios: An AI Model Suite Consisting of 28 Instruction-Tuned OctoCoder Across Scales and PEFT Methods
  32. 5 Reasons To Opt INDEX MATCH Over VLOOKUP in Excel
  33. LLM+RAG-Based Question Answering
  34. Meet Eff-3DPSeg: A Deep Learning Framework for 3D Organ-Level Plant Shoot Segmentation
  35. Plot Streaming Data with Python and Plotly Express
  36. Unveiling the Creative Frontier: Generative AI’s Impact on Design, Innovation, and Collaboration
  37. The 2023 AI Hall of Fame: Honoring the Best in AI Awards
  38. This AI Paper Explores How Code Integration Elevates Large Language Models to Intelligent Agents
  39. The Benefits of ChatGLM-6B for Chatbot Creationsuits
  40. Elvis Evolution: AI Resurrects the King for Immersive London Show
  41. Advice on using LLMs wisely
  42. Solving Reasoning Problems with LLMs in 2023
  43. Jeff Bezos and NVIDIA Help Perplexity AI Take On Google Search
  44. Demystifying Graph Neural Networks
  45. This AI Paper from UCLA Introduces ‘SPIN’ (Self-Play fIne-tuNing): A Machine Learning Method to Convert a Weak LLM to a Strong LLM by Unleashing the Full Power of Human-Annotated Data
  46. Low Quality Image Detection
  47. Learning Discrete Data with Harmoniums: Part I, The Essentials
  48. Boosting Algorithms in Machine Learning, Part I: AdaBoost
  49. Data Science Better Practices, Part 2 — Work Together
  50. Modernizing data science lifecycle management with AWS and Wipro
  51. How to Learn AI on Your Own (a self-study guide)
  52. Can We Align LLMs to Honesty via Instruction Fine-Tuning? Addressing Hallucination in Large Language Models with Refusal-Aware Instruction Tuning
  53. LLMs for Everyone: Running the LLaMA-13B model and LangChain in Google Colab
  54. AutoGluon-TimeSeries: Every Time Series Forecasting Model In One Library
  55. I Tried Data Analysis ChatGPT Plugin: Every Analyst’s Dream or a Nightmare in Disguise
  56. Keep Track of Your Backtests with DVC’s Experiment Tracking
  57. TFT: an Interpretable Transformer
  58. This Paper Introduces LARP: An Artificial Intelligence Framework for Role-Playing Language Agents Tailored for Open-World Games
  59. LLM Agents — Intuitively and Exhaustively Explained
  60. Enroll in a 4-year Computer Science Degree Program For Free
  61. Create Realistic Avatars from Audio Using Meta’s Audio2Photoreal
  62. Researchers from Google Propose a New Neural Network Model Called ‘Boundary Attention’ that Explicitly Models Image Boundaries Using Differentiable Geometric Primitives like Edges, Corners, and Junctions
  63. You Can Now Edit Text in Images Using Alibaba’s AnyText
  64. Data Cleaning in SQL: How To Prepare Messy Data for Analysis
  65. China Releases Strong Guidelines for Use of AI in Research
  66. Safetensors: A Secure Approach to Storing and Distributing Tensors
  67. Indian Government Contemplates Adding AI Regulations to IT Act
  68. Exploring the Power of Norms with NumPy Linalg
  69. JPMorgan AI Research Introduces DocLLM: A Lightweight Extension to Traditional Large Language Models Tailored for Generative Reasoning Over Documents with Rich Layouts
  70. Meet LLama.cpp: An Open-Source Machine Learning Library to Run the LLaMA Model Using 4-bit Integer Quantization on a MacBook
  71. 26 Prompting Principles to Improve LLM Performance
  72. Discover the Process of Executing Alpaca-LoRA on Your Device
  73. Google DeepMind to Build Intelligent Helper Robots
  74. Unveiling the Commonsense Reasoning Capabilities of Google Gemini: A Comprehensive Analysis Beyond Preliminary Benchmarks
  75. Meet CLOVA: A Closed-Loop AI Framework for Enhanced Learning and Adaptation in Diverse Environments
  76. Baby AGI: The Rise of Autonomous AI
  77. AI Predictions for 2024: Key Insights from Global Experts
  78. How to get Current Date and Time using Python?
  79. From LaMDA to Red Pajama: How AI’s Future Just Got More Exciting!
  80. Introduction to Autogen UI: Create AI Teams without Coding
  81. Waymo’s Autonomous Driving Safer than Human Drivers, Research Shows
  82. Service Looking to hire a Fractional Website Manager? Book a call today to explore how we can elevate your website's success!
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