Artificial Intelligence Courses and Certifications

University of Helsinki;  MinnaLearn

Elements of AI

837 reviews

The elements of AI is a free online course for everyone interested in learning what AI is, what is possible (and not possible) with AI, and how it affects our lives – with no complicated math or programming required.

• Independent
• 6 weeks, 5-10 hours a week
• On-Demand
• Free Online Course

• Best of All Time

Artificial Intelligence

86 reviews

This course introduces students to the basic knowledge representation, problem solving, and learning methods of artificial intelligence.

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

Introduction to Artificial Intelligence

31 reviews

Explore modern AI fundamentals and applications, covering machine learning, robotics, computer vision, and natural language processing in this comprehensive 16-week program.

• Udacity
• 16 weeks, 6 hours a week
• On-Demand
• Free Online Course

Microcredential

AI Programming with Python

38 reviews

Develop Python skills for AI, covering libraries, linear algebra, calculus, and neural networks. Build an image classifier using PyTorch and explore Transformer models.

• Udacity
• 3 months 2 weeks 3 days 18 hours 43 minutes
• On-Demand
• Paid Course

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

42 reviews

Explore sample-based learning methods in reinforcement learning, including Monte Carlo, temporal difference, and Dyna. Learn to estimate value functions, implement algorithms, and improve sample efficiency.

• Coursera
• 22 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

CS50's Introduction to Artificial Intelligence with Python

24 reviews

Learn to use machine learning in Python in this introductory course on artificial intelligence.

• edX
• 7 weeks, 10-30 hours a week
• On-Demand
• Free Online Course (Audit)

Probabilistic Graphical Models 1: Representation

18 reviews

Explore probabilistic graphical models, including Bayesian networks and Markov networks, to encode complex probability distributions for applications like medical diagnosis and speech recognition.

• Coursera
• 67 hours
• On-Demand
• Free Online Course (Audit)

Intelligenza Artificiale

51 reviews

Il corso multidisciplinare che affronta il tema dell’intelligenza artificiale dal punto di vista scientifico, tecnico, etico, sociale, economico, filosofico e culturale.

• Independent
• On-Demand
• Free Online Course

• Best of All Time

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)

Microcredential

AI Product Manager

8 reviews

Comprehensive program covering AI fundamentals, business applications, dataset creation, model development, and impact measurement for aspiring AI product managers.

• Udacity
• 3 weeks 3 days 20 hours 24 minutes
• On-Demand
• Paid Course

Introduction to Responsible AI

19 reviews

This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it's important, and how Google implements responsible AI in their products. It also introduces Google's 7 AI principles.

• Google Cloud Skills Boost
• 30 minutes
• On-Demand
• Free Certificate

Ethics of AI

14 reviews

Explore ethical aspects of AI, including non-maleficence, accountability, transparency, human rights, and fairness. Develop critical thinking skills to address AI's ethical challenges and implications.

• Independent
• On-Demand
• Free Certificate

University of Helsinki;  MinnaLearn

Building AI

14 reviews

Learn AI fundamentals, methods, and applications, from basic concepts to neural networks, suitable for both non-programmers and Python users. Develop and present your own AI idea.

• Independent
• 50 hours
• On-Demand
• Free Online Course

Harvard CS50’s Artificial Intelligence with Python – Full University Course

13 reviews

Explore AI foundations through hands-on Python projects. Cover graph search, classification, optimization, reinforcement learning, and more. Gain practical skills in implementing AI algorithms and understanding their applications.

• freeCodeCamp
• 12 hours
• On-Demand
• Free Video

Introducción a la Inteligencia Artificial: Principales Algoritmos

25 reviews

Aprende cómo funcionan los algoritmos de inteligencia artificial que hacen posible los chatbos, automóviles autónomos, el reconocimiento de voz y más.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)