Este mes de noviembre comienza con una serie de cursos online gratuitos de programación, informática y otras áreas de tecnologías digitales, que empiezan ya mismo ( o acaban de comenzar, ¡date prisa!).
Hemos recopilado una selección a partir de Freecodecamp y hemos separado los cursos en tres grupos:
- Ciencias de la computación: Redes neuronales, conceptos sobre algoritmos, machine learning, criptografía, ciberseguridad, procesamiento de imágenes…
- Programación: Javascript, PHP, Python, SQL…
- Data Science: Big Data, Python, R, estadística, modelos predictivos, clustering…
A continuación, el listado con sus enlaces.
CIENCIAS DE LA COMPUTACIÓN
- Neural Networks and Deep Learning – deeplearning.ai
- Algorithms: Design and Analysis – Stanford University
- The Unix Workbench – Johns Hopkins University
- Machine Learning – Georgia Institute of Technology
- Hacking and Patching – University of Colorado System
- Sequence Models – deeplearning.ai
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization – deeplearning.ai
- Structuring Machine Learning Projects – deeplearning.ai
- Algorithms: Design and Analysis, Part 2 – Stanford University
- Accessible Gamification for Business – Georgia Institute of Technology
- Deep Learning for Business – Yonsei University
- Capstone: Autonomous Runway Detection for IoT – EIT Digital
- Cryptography and Information Theory – University of Colorado System
- Cryptographic Hash and Integrity Protection – University of Colorado System
- Fundamentals of Network Communication – University of Colorado System
- Packet Switching Networks and Algorithms – University of Colorado System
- Cybersecurity Policy for Water and Electricity Infrastructures – University of Colorado System
- Cybersecurity Policy for Aviation and Internet Infrastructures – University of Colorado System
- Proactive Computer Security – University of Colorado System
- Enterprise System Management and Security – University of Colorado System
- Peer-to-Peer Protocols and Local Area Networks – University of Colorado System
- Introduction to Cybersecurity for Business – University of Colorado System
- Cyber Threats and Attack Vectors – University of Colorado System
- Detecting and Mitigating Cyber Threats and Attacks from-University of Colorado System
- Basic Cryptography and Programming with Crypto API – University of Colorado System
- Classical Cryptosystems and Core Concepts – University of Colorado System
- Asymmetric Cryptography and Key Management – University of Colorado System
- Symmetric Cryptography – University of Colorado System
- Secure Networked System with Firewall and IDS – University of Colorado System
- Design and Analyze Secure Networked Systems – University of Colorado System
- Sparse Representations in Image Processing: From Theory to Practice – Technion — Israel Institute of Technology
- Sparse Representations in Signal and Image Processing: Fundamentals – Technion — Israel Institute of Technology
- Cutting Edge Deep Learning For Coders, Part 2 – fast.ai
- Liberating Programming: System Development for Everyone – Weizmann Institute of Science
- Big Data Applications: Machine Learning at Scale – Yandex
- Digital Accessibility as a Business Practice – Ryerson University
- Convolutional Neural Networks – deeplearning.ai
- Deep Learning for Business – Yonsei University
- Virtual Reality Specialization – University of London
PROGRAMACIÓN
- JavaScript, jQuery, and JSON – University of Michigan
- Building Web Applications in PHP – University of Michigan
- Programming Fundamentals – Duke University
- Server-side Development with NodeJS, Express and MongoDB – The Hong Kong University of Science and Technology
- Object-Oriented Design – University of Alberta
- Design Patterns – University of Alberta
- Database Systems Concepts and Design – Georgia Institute of Technology
- Advanced MATLAB for Scientific Computing – Stanford University
- Building Database Applications in PHP – University of Michigan
- Introduction to Structured Query Language (SQL) – University of Michigan
- Parallel Programming in Java – Rice University
- Python Data Representations – Rice University
- Python Programming Essentials – Rice University
- Concurrent Programming in Java – Rice University
- Distributed Programming in Java – Rice University
- Introduction to Virtual Reality – University of London International Programmes
- Building Interactive 3D Characters and Social VR – University of London International Programmes
- Agile Software Development – University of Minnesota
- Lean Software Development – University of Minnesota
- Engineering Practices for Building Quality Software – University of Minnesota
- Software Development Processes and Methodologies – University of Minnesota
- Globally Distributed Software Engineering – Delft University of Technology
- Introducción a la programación orientada a objetos en Java – Universidad de los Andes
- Software Architecture – University of Alberta
- Service-Oriented Architecture – University of Alberta
- Video Game Design: Teamwork & Collaboration – Rochester Institute of Technology
- Aprende a programar en C desde cero – Universitat Jaume I
- Introducción a la programación en Python I: Aprendiendo a programar con Python – Pontificia Universidad Católica de Chile
- Introducción al diseño de videojuegos – Universitas Telefónica
- Creando Apps. Aprende a programar aplicaciones móviles – Universitas Telefónica
- Game Design and Development: Video Game Character Design – Abertay University
- Hacking PostgreSQL: Data Access Methods – Ural Federal University
- Launch Your Career in Python Programming – Rice University
- Software Development Lifecycle Specialization – University of Minnesota
DATA SCIENCE
- Causal Diagrams: Draw Your Assumptions Before Your Conclusions – Harvard University
- Principles, Statistical and Computational Tools for Reproducible Science – Harvard University
- Data Science: R Basics – Harvard University
- Big Data Analytics in Healthcare – Georgia Institute of Technology
- Statistical Modeling and Regression Analysis – Georgia Institute of Technology
- Data Analytics Foundations for Accountancy I – University of Illinois at Urbana-Champaign
- Introduction to Genomic Data Science – University of California, San Diego
- Python Data Analysis – Rice University
- Python Data Visualization – Rice University
- Understanding Your Data: Analytical Tools – University of Virginia
- Big Data and the Environment – University of Reading
- Knowledge Inference and Structure Discovery for Education – University of Texas Arlington
- Predictive Modeling in Learning Analytics – University of Texas Arlington
- Multimodal Learning Analytics – University of Texas Arlington
- Feature Engineering for Improving Learning Environments – University of Texas Arlington
- Cluster Analysis – University of Texas Arlington
- Learning Analytics Fundamentals – University of Texas Arlington
- Social Network Analysis (SNA) – University of Texas Arlington
- Connecting Learning Data to Improve Instructional Design – University of Texas Arlington
- Whole genome sequencing of bacterial genomes — tools and applications – Technical University of Denmark (DTU)
- Understanding Data – George Mason University
- Análisis de Datos Experimentales: Utilidades Básicas. – Universidad Politécnica de Madrid
- Advanced Data Mining with Weka – University of Waikato
- Big Data Applications: Real-Time Streaming – Yandex
- Big Data Analysis: Hive, Spark SQL, DataFrames and GraphFrames – Yandex
- Big Data Essentials: HDFS, MapReduce and Spark RDD – Yandex
- Big Data for Data Engineers – Yandex
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