Computer Science Courses and Certifications

Developing Machine Learning Models for Production

Shift to an MLOps mindset, enabling you to train, document, maintain, and scale your machine learning models to their fullest potential.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Responsible AI Data Management

Learn the theory behind responsibly managing your data for any AI project, from start to finish and beyond.

• DataCamp
• 1 hour
• Self-Paced
• Free Trial Available

CI/CD for Machine Learning

Elevate your Machine Learning Development with CI/CD using GitHub Actions and Data Version Control

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Hyperparameter Tuning in R

Learn how to tune your model's hyperparameters to get the best predictive results.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Natural Language Processing with spaCy

Master the core operations of spaCy and train models for natural language processing. Extract information from unstructured data and match patterns.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning Scientist in Python

Discover machine learning with Python and work towards becoming a machine learning scientist. Explore supervised, unsupervised, and deep learning.

• DataCamp
• 3 days 13 hours
• Self-Paced
• Free Trial Available

Transformer Models with PyTorch

What makes LLMs tick? Discover how transformers revolutionized text modeling and kickstarted the generative AI boom.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Viabilité et gestion de la dette des pays à faible revenu

Quels sont les outils pour évaluer la viabilité de la dette ? Comment les pays pourraient-ils gérer efficacement leurs dettes souveraines ? Pour répondre à ces questions, ce cours combine la théorie avec des exer…

• edX
• 4 weeks, 6-8 hours/week
• Self-Paced
• Free Certificate

Fully Automated MLOps

Learn about MLOps architecture, CI/CD/CM/CT techniques, and automation patterns to deploy ML systems that can deliver value over time.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Supervised Machine Learning in Python

Master the most popular supervised machine learning techniques to begin making predictions with labeled data.

• DataCamp
• 1 day 1 hour
• Self-Paced
• Free Trial Available

Deep Reinforcement Learning in Python

Learn and use powerful Deep Reinforcement Learning algorithms, including refinement and optimization techniques.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Machine Learning Scientist in R

A machine learning scientist researches new approaches and builds machine learning models.

• DataCamp
• 2 days 17 hours
• Self-Paced
• Free Trial Available

Monitoring Machine Learning Concepts

Learn about the challenges of monitoring machine learning models in production, including data and concept drift, and methods to address model degradation.

• DataCamp
• 2 hours
• Self-Paced
• Free Trial Available

Keras Fundamentals

Take your machine learning skills to the next level. Use the Keras library to create and optimize neural networks to model complex data types.

• DataCamp
• 16 hours
• Self-Paced
• Free Trial Available

Machine Learning in Production in Python

Elevate your machine learning skills to production level with this focused skill track.

• DataCamp
• 19 hours
• Self-Paced
• Free Trial Available