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Artificial Intelligence
Advanced Retrieval Techniques in a World of 2M Token Context Windows, Part 1
Exploring RAG techniques to enhance retrieval accuracy
Artificial Intelligence
Visualizing and Integrating Complex Ideas with LLMs, Part 1: Napkin AI
Discover how AI tools can transform intricate concepts into clear, practical frameworks and diagramsAll images made by creator in Napkin AI
Artificial Intelligence
Reinforcement Learning, Part 5: Temporal-Difference Learning
Intelligently synergizing dynamic programming and Monte Carlo algorithms15 min read·15 hours agoReinforcement learning is a website in machine learning that introduces the concept of an agent learning optimal strategies in complex environments. The agent...
Artificial Intelligence
Leveraging Python Pint Units Handler Package — Part 2
Create your customized unit registry for physical quantities in PythonReal-world systems, like the provision chain, often involve working with physical quantities, like mass and energy. You haven't got to be knowledgeable scientist or engineer...
Artificial Intelligence
Master This Data Science Skill and You Will Land a Job In Big Tech— Part I
Fundamentals of experimentation I learned from working with the perfect within the tech industryAre you an information scientist dreaming of landing a job in Big Tech but you’re unsure what skills that you must...
Artificial Intelligence
Data Science for Schools, Part 2: Student Electives Allocation with Python
Time to stop counting on `allocations_final_FINALv2.xlsx`Imagine the next scenario: you’re a teacher, and also you’ve been asked to assist with creating an extra-curricular “options/electives” programme for 200 students.Each student selects their top 4 preferences,...
Artificial Intelligence
My learning to being hired again after a 12 months… Part I
For anyone job hunting, not only tech folksProceed reading on Towards Data Science »
Artificial Intelligence
Data Science for Schools: Automate Timetabling with Python and OR-Tools, Part 1
A free, human-in-the-loop strategy to organise cover for workers absencesMatt Chapman·FollowPublished inTowards Data Science·10 min read·6 hours ago--SharePicture a faculty timetable:Looks pretty easy, right?Improper!Timetabling is a pain within the butt. It takes hours, and...
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