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2018-cycle-2

Contents covered in sessions of AI Saturdays (cycle 2) as well as relevant material for further study.

adr-classification-through-tweet-senti-analysis-

Using nltk and Random forest classifier

airmouse

airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

apche-pyspark

Using PySpark to explore the DataSets

applied-deep-learning

Applied Deep Learning

applied-ml

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

arima_model

assembly_ai

audio_classification_cnn

awesome-federated-learning

list of resources for federated learning and privacy in machine learning

awesome-fine-tuning-llms

Fine Tune LLama2 LLM model using LoRA - Peft. Plus implementation of Fast tokenizer

calculate-pure-premium-of-auto-insurance

clustering-indian-stocks

content

Official content for Harvard CS109

d2l-en

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 175 universities.

data_management_llm

Collection of training data management explorations for large language models

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

dp100

Labs for Course DP-100: Designing and Implementing Data Science Solutions on Microsoft Azure

exploring-python-raw-restructured

federated-learning-on-raspberry-pi

Federated Learning with Raspberry PI (PySyft)

gcpsketchnote

If you are looking to become a Google Cloud Engineer , then you are at the right place. GCPSketchnote is series where I share Google Cloud concepts in quick and easy to learn format.

generative-ai-for-beginners

12 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

gfpgan

github-slideshow

A robot powered training repository :robot:

grokking-deep-learning

this repository accompanies the book "Grokking Deep Learning"

jina

An easier way to build neural search in the cloud

learnopencv

Learn OpenCV : C++ and Python Examples