Computer Science Courses and Certifications

Data Structures & Algorithms I: ArrayLists, LinkedLists, Stacks and Queues

26 reviews

Master fundamental data structures and algorithms, including ArrayLists, LinkedLists, Stacks, and Queues. Develop skills in time complexity analysis, recursion, and implementation of abstract data types in Java.

• edX
• 5 weeks, 9-10 hours a week
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

A Complete Reinforcement Learning System (Capstone)

26 reviews

Implement a complete reinforcement learning solution, from problem formulation to empirical study, developing skills to deploy RL in real-world scenarios.

• Coursera
• 15 hours 45 minutes
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

24 reviews

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts wi…

• Coursera
• 15 hours 9 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Cryptocurrency Engineering and Design

18 reviews

This course looks at the design of Bitcoin and other cryptocurrencies and how they function in practice, focusing on cryptography, game theory, and network architecture.

• MIT OpenCourseWare
• 25 hours
• On-Demand
• Free Video

Algorithmic Toolbox

23 reviews

Master algorithmic techniques for efficient problem-solving: sorting, searching, divide-and-conquer, greedy algorithms, and dynamic programming. Gain practical skills in designing and implementing fast, effective solutions.

• Coursera
• 1 day 16 hours 3 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning: Regression

20 reviews

Explore regression models for predicting continuous values, from simple linear to complex techniques. Learn to estimate parameters, tune with cross-validation, analyze performance, and implement in Python.

• Coursera
• 22 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Bitcoin and Cryptocurrency Technologies

19 reviews

Comprehensive exploration of Bitcoin and cryptocurrency technologies, covering technical aspects, security, economics, and societal impact. Equips learners with knowledge to understand and engage with the crypto ecosystem.

• Coursera
• 23 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Goldsmiths University of London;  University of London

Responsive Website Basics: Code with HTML, CSS, and JavaScript

27 reviews

Aprenda HTML, CSS e JavaScript para criar páginas web interativas e responsivas. Domine elementos básicos, estilos, layouts e programação para controlar conteúdo e interatividade.

• Coursera
• 1 day 24 minutes
• On-Demand
• Free Online Course (Audit)

Amazon;  Amazon Web Services;  Facebook Microcredential

Deep Learning

14 reviews

Master foundational deep learning topics, from neural networks to GANs. Build projects in PyTorch and explore cutting-edge AI applications in image processing, natural language, and generative models.

• Udacity
• 3 months 19 hours 36 minutes
• On-Demand
• Paid Course

Deep Teaching Solutions

Accelerate Your Learning with ChatGPT

21 reviews

Explore AI-enhanced learning strategies, combining neuroscience insights with ChatGPT to boost cognitive abilities, improve study techniques, and foster critical thinking skills.

• Coursera
• 4 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation

22 reviews

Explore advanced reinforcement learning techniques for large state spaces, including function approximation, feature construction, and policy gradient methods. Apply these concepts to solve continuous-state control tasks.

• Coursera
• 21 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Data Structures

16 reviews

Explore fundamental data structures, algorithms, and their implementations. Learn efficient techniques for managing and manipulating data, from basic arrays to advanced tree structures and hash tables.

• Coursera
• 22 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Cybersecurity Fundamentals

24 reviews

Learn cybersecurity fundamentals, including how to detect threats, protect systems and networks, and anticipate potential cyber attacks.

• edX
• 8 weeks, 10-12 hours a week
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Microcredential

Blockchain Developer

12 reviews

Learn to develop blockchain applications using Bitcoin and Ethereum protocols. Build real-world projects and gain essential skills for a career in this innovative field.

• Udacity
• 2 months 3 weeks 5 days
• On-Demand
• Paid Course

Introduction to Computer Vision

7 reviews

This course provides an introduction to computer vision including fundamentals, methods for application and machine learning classification.

• Udacity
• 16 weeks
• On-Demand
• Free Online Course