Due to the unexpected interest aroused by the previous compilation of online courses for programmers, web developers and other computer lovers in general (you can consult it HERE), we have decided to give it continuity with a new dedicated post.
In this second part we collect free courses on topics as hot as artificial intelligence and machine learning, computer security or cryptography. Likewise, there is also space for a large number of training courses on Java, PHP, mobile app development (Android / iOS), video game creation, web pages and much more. Do not lose sight of them!
175 online courses on programming, web development and artificial intelligence
Many of these courses are in English and are developed through the Class Central platform. They last between 1 and 6 weeks, with a flexible schedule and the possibility of a certificate (prepaid or free depending on the course). A large number of courses are also collected in Spanish and for other educational platforms such as Coursera, Codelabs, Tutellus, Codecademy and the occasional series of training videos on YouTube.
Mobile app development
| Learn how an iOS 7 application is developed in an hour |
| Create an app with Swift 3 for iOS 10 |
| Create Mobile Applications with Mobincube without code |
| Android Developer Fundamentals Course (Codelabs) |
| Development of mobile applications without programming |
| Android application development |
| Specialized program iOS Application Development |
| Android mobile application development |
| Mobile application development with Titanium |
| Android Basics |
| Introduction to Android programming (taught by the UPV) |
| Programming with Java for Android applications |
Related: 26 free courses to learn how to create Android apps
Web development
| Angular: Convert any HTML template into a WebAPP |
| Learn how to publish your web pages |
| HTML5 and CSS3 from scratch |
| Learn to make Web Pages from scratch |
| Learn to make web pages without programming with Jimdo |
| FlexBox course from 0 |
| Parallax Effects Course with Adobe Muse |
| Learn web accessibility step by step |
| Learn color design |
| Free online course to create pages in WordPress |
| How to Create a CRUD with PHP and SQL Server |
| Develop a web page with HTML and CSS |
| Web developer: Structural programming in PHP |
| Enabling Technologies for Data Science and Analytics: The Internet of Things |
| Fundamentals of UX Design |
| Growth Hacking (6th edition) |
| Learn basic programming with PHP |
| Cloud Computing Applications, Part 2: Big Data and Applications in the Cloud |
| Introduction to Angular 4 - Installation and Components |
| Introduction to Cloud Foundry and Cloud Native Software Architecture |
| Introduction to OpenStack |
| Cool PHP |
| Online Store With WooCommerce From Scratch |
| IDESWEB |
| Implement Cookies and Sessions in PHP |
| MVC for nice newbies with Laravel |
Videogame development, design and creation
| Game Development with Unity 5: First Complete Game |
| Game Creation on Unreal Engine for Beginners |
| Videogame Design and Creation |
| Interactive 3D Graphics |
| Video Game Design and Development |
Artificial intelligence and Machine Learning
| 6.S094: Deep Learning for Self-Driving Cars |
| 6.S191: Introduction to Deep Learning |
| Addressing Large Hadron Collider Challenges by Machine Learning |
| Applied Machine Learning in Python |
| Artificial Intelligence |
| Artificial Intelligence (AI) |
| Bayesian Methods for Machine Learning |
| Big Data Applications: Machine Learning at Scale |
| Convolutional Neural Networks |
| Creative Applications of Deep Learning with TensorFlow |
| Cutting Edge Deep Learning For Coders, Part 2 |
| Deep Learning Explained |
| Deep Learning for Natural Language Processing |
| Study Deep Learning in Computer Vision |
| Deep Learning Summer School |
| Intro to Deep Learning |
| Introduction to Artificial Intelligence |
| Introduction to Artificial Intelligence (AI) |
| An Introduction to Deep Learning |
| Machine Learning (Georgia Institute of Technology and Brown University) |
| Machine Learning (Georgia Institute of Technology) |
| Learn Machine Learning (Georgia Institute of Technology) |
| Machine Learning (Columbia University) |
| Machine Learning Crash Course with TensorFlow APIs |
| Course about Machine Learning for Data Science and Analytics |
| Machine Learning for Trading |
| Machine Learning Foundations: A Case Study Approach |
| Course about Machine Learning With Big Data |
| Machine Learning: Classification |
| Machine Learning: Clustering & Retrieval |
| Course «Machine Learning: Regression» |
| Mathematics for Machine Learning: Linear Algebra |
| Mathematics for Machine Learning: Multivariate Calculus |
| Course «Mathematics for Machine Learning: PCA» |
| Neural Networks for Machine Learning |
| Practical Deep Learning For Coders, Part 1 |
| Statistical Machine Learning |
| Knowledge-Based AI: Cognitive Systems |
| Reinforcement Learning |
| Introduction to Recommender Systems: Non-Personalized and Content-Based |
| Learn TensorFlow and deep learning, without a Ph.D. |
| Practical Reinforcement Learning |
| Natural Language Processing |
| Regression Modeling in Practice |
| Matrix Factorization and Advanced Techniques |
| Recommender Systems: Evaluation and Metrics |
| Nearest Neighbor Collaborative Filtering |
| Computational Neuroscience |
Security, cryptography and cryptocurrencies
| Bitcoin and Cryptocurrency Technologies |
| Blockchain for Business - An Introduction to Hyperledger Technologies |
| Classical Cryptosystems and Core Concepts |
| Applied Cryptography |
| Access Controls |
| Cryptographic Hash and Integrity Protection |
| Cryptography and Information Theory |
| Cryptography II |
| Cloud Computing Security |
| Intro to Information Security |
| Hardware Security |
| Network Security |
| Networks and Communications Security |
| System Validation (2): Model process behavior |
| Course "System Validation (3): Requirements by modal formulas" |
| System Validation (4): Modeling Software, Protocols, and other behavior |
| System Validation: Automata and behavioral equivalences |
| Security Operations and Administration |
| Systems and Application Security |
| Information Security: Context and Introduction |
| Cyber-Physical Systems Security |
| Identifying, Monitoring, and Analyzing Risk and Incident Response and Recovery |
Related: 17 Free Online Courses on Computer Security and Cybersecurity
Programming and computing
| Learn to code in Erlang |
| Learning Java from Scratch |
| Learn Recursion with OCaml |
| Robotics for newbies |
| Learn computer science by yourself (about 1,500 hours) |
| Introduction to Agile and Scrum |
| Introduction to C programming course: Functions and pointers |
| Introduction to C programming: Control instructions and text files |
| Introduction to C programming: Data types and structures |
| Programming with Java Standard (5th edition) |
| JavaScript programming (5th edition) |
| How to make real time web applications with Node.js and Socket.io |
| Java tutorials developed by Oracle |
| Schedule! An introduction to programming |
| Arduino and some applications |
| Create maps with AngularJS and ArcGIS |
| Java Course (40 videos) |
| Computer Programming Course |
| Introduction to Pseudocode Programming |
| Free Javascript Course |
| How to create a DataGrid library |
| Develop your applications with jQuery |
| Computer System Design: Advanced Concepts of Modern Microprocessors |
| Concurrent Programming in Java |
| Continuous Integration and Deployment |
| Compilers: Theory and Practice |
| Computability, Complexity & Algorithms |
| Computation Structures 3: Computer Organization |
| Computational Photography |
| DevOps for Databases |
| DevOps Practices and Principles |
| Course «DevOps Testing» |
| Distributed Programming in Java |
| Embedded Hardware and Operating Systems |
| FreeCodeCamp (8,000+ lessons, articles, and videos) |
| GT - Refresher - Advanced OS |
| Advanced Operating Systems |
| Infrastructure as Code |
| Intro to Parallel Programming |
| Introduction to Computer Architecture |
| An Introduction to Computer Vision |
| Introduction to Formal Concept Analysis |
| Basic Modeling for Discrete Optimization |
| Parallel programming |
| Parallel Programming in Java |
| Probabilistic Graphical Models 1: Representation |
| Probabilistic Graphical Models 2: Inference |
| Nature, in Code: Biology in JavaScript |
| Relational Database Support for Data Warehouses |
| Reliable Distributed Algorithms, Part 2 |
| High Performance Computer Architecture |
| Solving Algorithms for Discrete Optimization |
| Julia Scientific Programming |
| Quantitative Formal Modeling and Worst-Case Performance Analysis |
| My first steps with Scratch |
| NP-Complete Problems |
| Introduction to Operating Systems |
| Cyber-Physical Systems Design & Analysis |
| Cyber-Physical Systems: Modeling and Simulation |
| Advanced C ++ |
| Advanced Modeling for Discrete Optimization |
| Approximation Algorithms Part II |
Related: 40 Basic Programming Courses for Beginners
You may be interested: 18 free online computer science courses (Linux, networks, security, Arduino)
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