Machine Learning

Machine Learning

NumPy for Simulating Random Processes and Monte Carlo Methods

Image by studio4rt on Freepik   The simulation process is essential in mathematical and statistical analysis as...
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Machine Learning

50 Projects to Master AI & ML with Python | by Tarunjit Biswas | Dec, 2024

50 Projects to Master AI & ML with PythonArtificial Intelligence (AI) and Machine Learning (ML) are rapidly transforming industries, making them some of...
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Machine Learning

Modeling DAU with Markov Chain. How to predict DAU using Duolingo’s… | by Vladimir Kukushkin | Dec, 2024

How to predict DAU using Duolingo’s growth model and control the predictionDoubtlessly, DAU, WAU, and MAU — daily, weekly, and monthly active users...
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Machine Learning

Top 5 Tips for Fine-Tuning LLMs

  Why Fine-Tuning Matters  LLMs are equipped with general-purpose capabilities handling a wide range of tasks including text...
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Machine Learning

Can We Predict Sports Game Outcomes with Machine Learning? | by Aarav Gupta | Dec, 2024

Sports will always have an unpredictable, emotional side that’s hard to quantify. That’s what makes them so thrilling! But machine learning is giving...
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Machine Learning

Multimodal RAG: Process Any File Type with AI | by Shaw Talebi

Imports & Data LoadingWe start by importing a few handy libraries and modules.import jsonfrom transformers import CLIPProcessor, CLIPTextModelWithProjectionfrom torch import load, matmul, argsortfrom...
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