ItLearnDir

Learning Resource for IT

Table of Contents

• Computer Science
• Programming
• Cyber Security
• Digital Forensic
• Artificial intelligence
• Platforms
• Big Data
• Data Science
• Cloud Computing
• Machine Learning
• Mobile App Development:Android/ios
• Miscellaneous
• Web Development

Computer Science

• Awesome Computer Science
• CS50 Introduction to Computer Science
• Stanford Computer Science 101
• Udacity Intro to Computer Science
• Google CS Programe

Programming

• Awesome Programming Language
• Front-End Developer Nanodegree
• Full Stack Developert Nanodegree
• Software Testing
• Software Debugging
• Intro to Programming Nanodegree
• Learn to Program: The Fundamentals
• Design for computer programs
• Learn to Program: Crafting Quality Code
• CSCI Introduction to Programming Language
• Programming Languages, Part A
• MIT Introduction to Algorithms
• Algorithm part 1
• Algorithm part 2
• Every Programmer should know

Cyber Security

• Awesome Hacking
• My-gray-hacker resource
• Open Security Trainning
• Steave Gorden Security video
• CS155 Computer and Network Security
• Network and Computer Security
• Computer System Security
• CNIT 123 Ethical Hacking and Network Defence
• CNIT 127: Exploit Development
• CNIT 128: Hacking Mobile Devices
• CNIT 50 Network Security
• CNIT 124 Advanced Ethical Hacking
• CNIT 125: Information Security Professional(CISSP Preparation)
• CNIT 140: IT Security Practices
• CNIT 141: Cryptography for Computer Networks
• CSCI 4968 Modern Binary Exploitation
• CSCI 4974 / 6974 Hardware Reverse Engineering
• Offensive Computer Security
• Bill's Security Website
• Hack Night
• 6.857 Computer and Network Security
• CS161 Computer Security Spring 2017
• SDL Microsoft
• Computer Security Student
• Vulnhub
• OWASP Web Broken Application Project
• Information Security Video: irongeek
• Pwn Wiki.io
• Kan Xue Software Security Documentation
• Kali Linux Tools中文說明書
• Got your PW
• PTES Guide Line
• Evo.G Team Tutorial(馬來西亞首創中文電腦安全各種教程)
• Fuzzy Security Tutorial

Digital Forensic

• Awesome Forensic
• Awesome Malware Analysis
• Awesome Reverse Engineering
• Practical Malware Analysis
• CSCI 4972/6963 Malware Analysis
• Malware Analysis - CSCI 4976
• CNIT121 Computer Forensic
• COEN 252 Computer Forensics
• Wireshark Trainning Download
• Secret of Digital forensic:Tools
• Corealan Team Article
• Malware Traffic Analysis Exercise
• Malware Analysis Tutorials: a Reverse Engineering Approach
• The legend of RANDOM: Reveqrse Engineering Tutorial
• TUTS 4 you: Reverse Engineering Tutorial
• ARM ASSEMBLY Basic & Exploit Development
• Chinese Version for ARM

Artificial intelligence

• MIT 6.034 Artificial intelligence

Platforms

• CS465 UNIX Operating System
• Linux Documentation Project:Various Guideline

Big Data

• Big Data University
• Big Data Specialization by Coursera
• Spark

Data Science

• Data Analyst Nanodegree by Google
• Dataquest
• Data Science Fundamentals
• Data Science Specialization by Coursera
• Introduction to Computational Thinking and Data Science
• Oxford Deep Learning
• Learn R for Data Science
• Inferential Statistic in Udacity
• Descriptive Statistic in Udacity
• Must Read book in Data Science

Cloud Computing

Machine Learning

• Deep Learning
• Machine Learning Engineer
• Machine Learning Specialization by Coursera
• Andrew Ng
• Machine Learning for Humans road map
• MIT 6.S094: Deep Learning for Self-Driving Cars
• Kaggle ensembling guide
• Deep learning Module
• Reinforcement Learning Tutorial Slides by Andrew Moore
• CS229 - Machine Learning
• Machine Learning with Financial Time Series Data
• Deeplearning Mindmap
• Pytouch Framework Tutorial
• Deep Learning MIT Press book
• Deep Learning Book Chinese Translation
• Practical Deep Learning For Coders
• 莫煩機械學習
• Step-by-Step Guide for Machine Learning
• Machine Learning Note -github
• 开源机器学习软件
• 常用牛人主页链接
• 国外人工智能界牛人主页
• Machine Learning Related Course from CSIE NTU by Hsuan Tien Lin

Mobile App Development:Android/ios

• Android Basics Nanodegree by Google
• Android Developer Nanodegree by Google
• Become an iOS Develope
• Developer of Android official website
• Full Stack Web and Multiplatform Mobile App Development Specialization
• UX Design for Mobile Developers

Miscellaneous

• Analytics Academy Courses
• Google Interview University
• Microsoft Virstrul academy
• Technical Development Guide by Google
• Python Telegram bot
• IMOC:Language~Chinese
• 500 GB Google Drive IT learning Resource
• Operation Engineers Curriculum
• Free code camp
• Code Academy
• Netymol School of Knowledge
• SIPB IAP 2014 Activities
• Google Free Course in Udacity
• 實驗樓
• CompTIA 220-901
• Google Developer Documentation Guide
• Any University IT Course Youtube Github Directory
• 学习资源1.0版 by 1nvictus

Web Development

• Google Web Master
• Web Fundamental
• Learn web development
• Khan academy web programming course
• Path for Web Development

Networking

• Cisco完整版学习笔记(从CCNA到CCIE)