Projects and awesome list for all Data Science fields

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

In this project, I explored how to extract structured information from PDF documents, using Langchain and OpenAI models

R Markdown Résumés and CVs

A one stop repository for generative AI research updates, interview resources, notebooks and much more!

Curated list of data science interview questions and answers

A simple RoadMap to Natural Language Processing(NLP)

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems", which is `dmls-book`

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Implementation of paper - YOLOv9: Learning What You Want to Learn Using Programmable Gradient Information

Một cuốn sách tập trung vào hướng dẫn cách cấu trúc các dự án Học Máy và phân tích cách làm cho các thuật toán Học Máy hoạt động.

Dự án bao gồm: 1. Xây dựng bộ dữ Instructions Vietnamese (chất lượng, nhiều, và đa dạng). 2.LLM Training, Finetuning, Evaluating & Testing trên Open-source mô hình ngôn ngữ: bloomz, OpenLLaMA, GPT-…

R-CNN: Regions with Convolutional Neural Network Features

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)

Python code for "Probabilistic Machine learning" book by Kevin Murphy

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.