Computer Science

University Courses
Data Science
- Tutorials
Machine Learning
- Tutorials
- ML with Ruby - Learning, implementing, and applying Machine Learning using Ruby.
- Core ML Models - Models for Apple's machine learning framework.
- H2O - Open source distributed machine learning platform written in Java with APIs in R, Python, and Scala.
- Software Engineering for Machine Learning - From experiment to production-level machine learning.
- AI in Finance - Solving problems in finance with machine learning.
- JAX - Automatic differentiation and XLA compilation brought together for high-performance machine learning research.
- XAI - Providing insight, explanations, and interpretability to machine learning methods.
Speech and Natural Language Processing
- Spanish
- NLP with Ruby
- Question Answering - The science of asking and answering in natural language with a machine.
- Natural Language Generation - Generation of text used in data-to-text, conversational agents, and narrative generation applications.
Linguistics
Cryptography
- Papers - Theory basics for using cryptography by non-cryptographers.
Computer Vision
Deep Learning - Neural networks.
- TensorFlow - Library for machine intelligence.
- TensorFlow.js - WebGL-accelerated machine learning JavaScript library for training and deploying models.
- TensorFlow Lite - Framework that optimizes TensorFlow models for on-device machine learning.
- Papers - The most cited deep learning papers.
- Education
Deep Vision
Open Source Society University
Functional Programming
Empirical Software Engineering - Evidence-based research on software systems.
Static Analysis & Code Quality
Information Retrieval - Learn to develop your own search engine.
Quantum Computing - Computing that utilizes quantum mechanics and qubits on quantum computers.
Theoretical Computer Science - The interplay of computer science and pure mathematics, distinguished by its emphasis on mathematical rigour and technique.
Conversational AI - Build awesome chatbots and digital assistants.
Generative AI - Automatically generates a wide range of unique content in text, image, and audio format.
Position-Based Quantum Cryptography - Theory on quantum cryptography that utilizes special relativistic constraints to achieve quantum-security under certain conditions.