applied-machine-learning - 技术专题

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

Python solutions to solve practical business problems.

Curated list of technical blogs on machine learning · AI/ML/DL/CV/NLP/MLOps

Maze Applied Reinforcement Learning Framework

📌 Papers, guides, and mentor interviews on applying machine learning for ApplyingML.com—the ghost knowledge of machine learning.

Detecting cinema shot types using a ResNet-50

Live-Transcription (STT) with Whisper PoC

📚 Curated collection of engineering blogs detailing real-world applications of LLMs in solving specific business problems.

Mask R-CNN Model to detect the area of damage on a car. The rationale for such a model is that it can be used by insurance companies for faster processing of claims if users can upload pics and they can assess damage from them. This model can also be used by lenders if they are underwriting a car loan especially for a used car.

📚「@MaiweiAI」Studying papers in the fields of computer vision, NLP, and machine learning algorithms every week.

Applied machine learning toolkit implementing Double Machine Learning for Energy Analytics.

📚 Curated list of machine learning engineering blogs.

Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements

Machine learning Regression problem with easy understandable solutions

My Assignment Submission made during the course 📙

📚 Curated collection of blogs and papers on how different companies are using machine learning in production for better customer support.

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

A collection of awesome software, learning tutorials, theoretical resources, books and videos, best practices in applied cryptography.

A curated list of resources to deep dive into the intersection of applied machine learning and threat detection.

This Repo contains - Starter files, Coursework, Programming Assignments for the course --> Applied Machine Learning in Python, University of Michigan [COURSERA]