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A final project of Data Science Bootcamp Batch 20 in Rakamin Academy.
Driver profile classification solution, based on driver behavior data.
This is a repo with links to everything you'd ever want to learn about data engineering
Manipulating/wrangling a 2GB telemetry dataset from Kaggle and extracting insight through EDA, PCA and K-Means clustering.
Completed Code for a course on Machine Learning hosted on Udemy
A comprehensive project to predict and analyze diabetes health data using advanced machine learning models, including Logistic Regression, Random Forest, and XGBoost. 📊🔍
The most powerful and modular diffusion model GUI, api and backend with a graph/nodes interface.
My solutions to the top Leetcode interview questions.
Learn OpenCV : C++ and Python Examples
Notebooks for learning deep learning
A reimplementation of real time human pose estimation using Pytorch. Both CMU's original model and mobilenet backbone are provided. The code is optimized for a faster inference time !
Getting started with Hugging Face
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
A collection of scripts and notebooks to help you get started quickly.
21 Lessons, Get Started Building with Generative AI
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2021)
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.
Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)
OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation
Solve your natural language processing problems with smart deep neural networks
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
Build ChatGPT over your data, all with natural language
This contains projects based on Algorithmic Marketing like Marketing Mix Modeling, Attribution Modeling & Budget Optimization, RFM Analysis, Customer Segmentation, Recommendation Systems, and Socia…
List of Computer Science courses with video lectures.