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100-days-of-datascience

Greetings! 👋 I'm Loga Aswin, diving into a 100-day data science immersion from Python fundamentals to real-world applications. This space will be a live documentation of my journey, where code meets curiosity. Let's connect, learn, and code together. Click ⭐ on GitHub to stay tuned for updates on my work!

ai-engineer-roadmap

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

awesome-efficient-llm

A curated list for Efficient Large Language Models

awesome-multimodal-large-language-models

:sparkles::sparkles:Latest Papers and Datasets on Multimodal Large Language Models, and Their Evaluation.

ciencia-de-datos-en-espanol

Repositorio con contenido sobre Ciencia de Datos en Español con amplitud temática.

companion-jupyter-notebooks-for-hands-on-optimization-with-python-book

Hands-On Optimization with Python

complete-system-design

This repository contains everything you need to become proficient in System Design

cs-video-courses

List of Computer Science courses with video lectures.

cuda-ml

Machine Learning Framework with Automatic Differentiation and Cuda Acceleration in C++

data-science-mastery-map

"Unlock the ultimate beginner's guide to data science! Our curated repository is packed with ML, DL, NLP, and Python essentials, offering clear pathways and valuable insights for your journey. Dive into data analysis and AI effortlessly with best-in-class tools and tutorials tailored for beginners."

data-science-portfolio

A repository of the projects I worked on or currently working on.

deep-learning-for-tracking-and-detection

Collection of papers, datasets, code and other resources for object tracking and detection using deep learning

featuretools

An open source python library for automated feature engineering

fluent-python-notas

🦎 Notas de lectura en español en base al libro "Fluent Python, 2nd edition (O'Reilly 2022)"

flutter-cookbook

Flutter Cookbook, published by Packt

flutter-cookbook-second-edition

Flutter Cookbook, Second Edition

foundational-python-for-data-science

hello-python

Curso para aprender el lenguaje de programación Python desde cero y para principiantes. 100 clases, 44 horas en vídeo, código, proyectos y grupo de chat. Fundamentos, frontend, backend, testing, IA...

hello-sql

Curso para aprender los fundamentos del lenguaje SQL y bases de datos relacionales desde cero y para principiantes. Elaborado durante las emisiones en directo desde el canal de Twitch de MoureDev.

introduction-to-aws-ai-services-for-developers

this repo is for linkedin learning course: Introduction to AWS AI Services for Developers

kan

Implementation on how to use Kolmogorov-Arnold Networks (KANs) for classification and regression tasks.

langchain

🦜🔗 Build context-aware reasoning applications

langgraph

lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

learning-ai

A repository documenting my journey into Machine Learning (ML) & Artificial Intelligence (AI). Regular updates, code snippets, projects, resources, and tutorials shared as I explore these captivating fields. Join me as we delve deeper into ML & AI together! 🚀

learning-python

This repository is for the Linkedin Learning course: Learning Python

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

machine-learning

machine-learning-and-simulation

All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)