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machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

machine-learning-for-software-engineers

A complete daily plan for studying to become a machine learning engineer.

machine-learning-in-computer-vision

:memo: References list for machine learning and deep learning in computer vision.

machine-learning-with-real-world-projects

Code Repository for Machine Learning with Real World Projects, Published by Packt

machinehack

machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

mastering-computer-vision-with-tensorflow-2.0

Mastering Computer Vision with TensorFlow 2.0, published by Packt

mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

medical-image-annotation-job

The goal of this project as a product owner is to build a product that helps doctors quickly identify cases of pneumonia in children.

medical-images-sr

Medical image super-resolution using Real-ESRGAN and ESRGAN.

mental-wellbeing-website

Mental wellbeing website focusing on mental issues in Indigenous people from Canada.

ml-foundations

Machine Learning Foundations: Algebra, Calculus, Statistics & Computer Science

ml-knowledge-conflicts

Entity-Based Knowledge Conflicts in Question Answering. Code repo for EMNLP2021 paper: https://aclanthology.org/2021.emnlp-main.565/

ml-youtube-courses

📺 Discover the latest machine learning / AI courses on YouTube.

mlflow_end_to_end_example

MLflow is Open source platform for the machine learning lifecycle so here you can learn MLflow End to End Example with Prediction.

mlops-basics

The goal of the series is to understand the basics of MLOps like model building, monitoring, configurations, testing, packaging, deployment, cicd, etc.

ml_course_9-11-20

Introduction to ML Course 09/11/2020

numpy

The fundamental package for scientific computing with Python.

object-detection-and-distance-measurement

Using yolov3 & yolov4 weights objects are being detected from live video frame along with the measurement of the object from the camera without the support of any extra hardware device.

opencv

Open Source Computer Vision Library

opencv-python-tutorials-and-projects

An easy to follow course of OpenCV using Python for beginners.

opencv-tutorials

This is a Beginners tutorials on how to process different images using OpenCV module.

poseestimation-coreml

The example project of inferencing Pose Estimation using Core ML

python-feature-engineering-cookbook

Python Feature Engineering Cookbook, published by Packt

python-roadmap

Learning Python Programming

pytorch-deep-learning-template

A Pytorch Computer Vision template to quick start your next project! 🚀🚀

pytorch_image_classification

PyTorch implementation of image classification models for CIFAR-10/CIFAR-100/MNIST/FashionMNIST/Kuzushiji-MNIST/ImageNet

pytorch_lightning_tutorials

Build and train Pytorch models and connect them to the ML lifecycle using Lightning App templates, without handling DIY infrastructure, cost management, scaling, and other headaches.

regressionmetrics

Regression Metrics Calculation Made easy for tensorflow2 and scikit-learn

reinforcement_learning_course_materials

Lecture notes, tutorial tasks including solutions as well as online videos for the reinforcement learning course hosted by Paderborn University