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ai-expert-roadmap

Roadmap to becoming an Artificial Intelligence Expert in 2021

amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

aqi-predicition-aws

End to End ML project to predict Air Quality Index with code deployment to AWS

aqi-prediction-end-to-end-ml-project

End to End ML project to predict the Air Quality Index

awesome-mlops

A curated list of references for MLOps

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

clean-code-javascript

:bathtub: Clean Code concepts adapted for JavaScript

deepstream_reference_apps

Samples for TensorRT/Deepstream for Tesla & Jetson

dmls-book

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

dnn_detection_via_keras

This is the simplest implementation of Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems using keras.

dsa-bootcamp-java

This repository consists of the code samples, assignments, and notes for the Java data structures & algorithms + interview preparation bootcamp of WeMakeDevs.

face-recognition_pics

DL Project to detect and recognize faces in pics

face-recognition_webcam

DL Project to detect and recognize faces from webcam input

feature-selection-for-machine-learning

Methods with examples for Feature Selection during Pre-processing in Machine Learning.

free-for-dev

A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev

free-programming-books

:books: Freely available programming books

imagescraper

Scrape images from google using Selenium

intelligent-video-monitoring-analysis-system

An AI Powered IoT System to Detect Objects Using Jetson Nano and Analyze the Meta-Data in the AWS Cloud

jobberapp

Build & deploy an Ecommerce marketplace app using event-driven Microservices with Node, Typescript, Kubernetes and React_uzochukwueddie

kaggle-solutions

🏅 Collection of Kaggle Solutions and Ideas 🏅

mediapipe-magic-figures

A fun project to make circles & rectangle 'magically' appear on the screen

minitorch

The full minitorch student suite.

ml-projects

Machine Learning Projects

pneumonia_detection-aws

Pneumonia Detection from chest X-ray

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

practical-ml-vision-book

project-based-learning

Curated list of project-based tutorials