Repository Index

Learn Haskell

A roadmap connecting many of the most important concepts in machine learning, how to learn them and what tools to use to perform them.

• machine-learning
• deep-learning
• data
• data-science

🗺 The Android Developer Roadmap offers comprehensive learning paths to help you understand Android ecosystems.

• android
• android-development
• roadmap
• kotlin

A roadmap to learn Kubernetes from scratch (Beginner to Advanced level)

• k8s
• kubernetes
• kubernetes-cluster
• kubernetes-deployment

Detailed and tailored guide for undergraduate students or anybody want to dig deep into the field of AI with solid foundation.

• machine-learning
• deep-learning
• linear-algebra
• probability

This is the code for "Learn Machine Learning in 3 Months" by Siraj Raval on Youtube

Toturials coming with the "data science roadmap" picture.

Roadmap for a .NET Backend Developer working with Microservices

• roadmap
• dotnet
• aspnetcore
• dotnet-core

TranslatedThe most comprehensive game development technology map (Game Development Map). It helps game developers save time on known problems, so they can put more energy into more creative work.

• game-development
• unity3d
• 3d
• programming

TranslatedRoadmap to becoming a web developer in 2021, Taiwan Traditional Chinese version

• developer-roadmap
• frontend
• backend
• devops

Be great at emacs in one year

Roadmap to becoming an iOS developer in 2018.

• swift
• ios
• objective-c
• architecture

Highly Subjective Roadmap to Flutter Development

Roadmap to becoming a game developer in 2022

The repository host gives no description.

A complete guide to start and improve in machine learning (ML), artificial intelligence (AI) in 2026 without ANY background in the field and stay up-to-date with the latest news and state-of-the-art techniques!

• machine-learning
• deep-learning
• youtube
• neural-networks

Translated[Three Years of Interviews, Five Years of Mock Interviews] An interview resource platform for AIGC/LLM/AI Agent algorithm engineers. It covers practical interview and written-test experience and core, cross-cycle knowledge for the AI industry, including AIGC, LLM large models, AI Agents, embodied intelligence, traditional deep learning, computer vision, natural language processing, autonomous driving, machine learning, reinforcement learning, big data mining, world models, the metaverse, AGI, and more.

• aigc
• deep-learning
• interview-preparation
• interview-questions

This repository is a compilation of free resources for learning Data Science.

• data-science
• machine-learning
• machine-learning-algorithms
• deeplearning

TranslatedA team lead is a ❄️, because in every company they are unique and one of a kind.

• roadmap
• teamlead
• soft-skills
• management

The repository host gives no description.

A Developer Roadmap to becoming a Node.js developer in 2019

Learn AI/ML for beginners with a roadmap and free resources.

• roadmap
• artifical-intelligense
• machine-learning

:satellite: All You Need to Know About Deep Learning - A kick-starter

• deep-learning
• resources

TranslatedFangtang Full-Stack Roadmap 2023, filling in the skill stack for "From Cog in the Machine to One-Person Enterprise"