Machine learning basics This repository contains implementations of basic machine learning algorithms in plain Python (Python Version 3.6+). All algorithms are implemented from scratch without using additional
Introduction to Deep Learning To learn some of the fundamentals of deep learning: Introduction to Deep Learning 🔗Link to Course Deep Learning: CS 182 To learn some of the widely used techniques in deep learning: Machine Learning Basics
Azure Machine Learning Documentation Overview Set up Quickstart Get started with Azure Machine Learning Tutorials Start with the basics Build models Managed feature store Interact with Azure Machine Learning Work with data Automated Machine Learning Train a model Explore AI model capabilities Use Generative...
Azure Machine Learning Documentation Overview Set up Quickstart Get started with Azure Machine Learning Tutorials Start with the basics Build models Managed feature store Interact with Azure Machine Learning Work with data Automated Machine Learning Train a model Explore AI model capabilities Use Generative...
这份深度学习论文阅读路线分为三大块：Deep Learning History and BasicsDeep Learning MethodApplications深度...
In this project, you will build and deploy a location image classifier using TensorFlow, Streamlit, Docker, Kubernetes, cloudbuild, GitHub, and Google Cloud. The main goal is to automate building and deploying machine learning models into production using CI/CD. For guidance, read Machine Learnin...
As I tackled through, and got all the math and idea to simple-enough level of complexity to understand something essential or basic, I reached the need to write this text: https://github.com/tambetvali/LaegnaAIBasics It's quite a complete intro to DL basics, and it's also having ...
Statistical learning is really, at bottom, a theory of learning: it tries to describe mathematically what it means to generalize about examples. The concept of a “bias-variance tradeoff,” for instance, allows us to reason more precisely about the intuitive insight that there is some optimal ...
Step 1. Mastering Python Basics I looked for some updated materials for this section, beyond those I pointed out in previous iterations, both for the sake of change and for the sake of keeping up with recent versions of Python. This GitHub repositoryby Jerry Pussinen, containing "Jupyter note...
Beginners/Zakizhou Learning the basics of PyTorch from Facebook. Intermedia/Quanvuong Learning the intermediate stuff about PyTorch of from Facebook. Advanced/Chsasank Learning the advanced stuff about PyTorch of from Facebook. Learning PyTorch by Examples - Numpy, Tensors and Autograd At its core...