Artificial Intelligence Courses and Certifications

Ethical AI

Explore ethical AI principles, bias mitigation, fairness enhancement, and transparency techniques. Apply these concepts to real-world scenarios and organizational challenges.

• Udacity
• 4 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Introduction to AI/ML Fluency

In this course, you will learn fundamental topics of artificial intelligence and machine learning. You will learn about what they are, different algorithms/methods, and their applications.

• Udacity
• 5 hours
• On-Demand
• Paid Course

Introduction to Artificial Intelligence

In this course, you'll learn about the foundations of AI. You'll configure your programming environment to work on AI problems with Python. At the end of the course you'll build a Sudoku solver and solve constraint satisfaction problems.

• Udacity
• 1 week, 6-7 hours a week
• On-Demand
• Paid Course

Applying AI to EHR Data

Unlock EHR data potential with AI: Learn to build compliant, interpretable ML models addressing bias and uncertainty using cutting-edge tools. Gain skills in data security, code sets, and feature engineering.

• Udacity
• 3 weeks, 4-5 hours a week
• On-Demand
• Paid Course

Discovering Artificial Intelligence and Machine Learning

Discover Artificial Intelligence and Machine Learning, learn about how they work, and find out how they are used to solve problems in new ways that were never possible in the past.

• Udacity
• 1 hour
• On-Demand
• Paid Course

Adversarial Search

Learn how to search in multi-agent environments (including decision making in competitive environments) using the minimax theorem from game theory. Then build an agent that can play games better than any human.

• Udacity
• 1 week, 5-6 hours a week
• On-Demand
• Paid Course

AI for Marketing

Master AI-driven marketing tools and strategies across SEO, social media, email, and advertising. Learn to implement chatbots, analyze data, optimize content, and develop comprehensive AI marketing campaigns.

• Noble Desktop
• On-Demand
• Paid Course

Artificial Intelligence in Social Media Analytics

Explore AI's role in social media analytics. Learn machine learning, NLP, sentiment analysis, and topic modeling. Apply techniques to real data, uncovering patterns and insights in digital interactions.

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

Learning Controllers - From Engineering to AGI

1 review

Exploring deep reinforcement learning for autonomous control systems, from fusion plasma to robotics, with a focus on data-efficient methods for real-world applications.

• YouTube
• 55 minutes
• On-Demand
• Free Video

Feedback Control from Pixels

1 review

Explore feedback control using cameras, bridging control theory and machine learning. Learn about challenges, recent advances, and potential applications in robotics and AI.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video

The Society of Mind

This course is an introduction to the theory that tries to explain how minds are made from collections of simpler processes.

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

The Battlecode Programming Competition

This course is conducted as an artificial intelligence programming contest in Java. Students work in teams to program virtual robots to play Battlecode, a real-time strategy game.

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

Building Embodied Autonomous Agents

Explore modular agents for visual navigation, 3D semantic mapping, and embodied instruction following. Learn about self-supervised learning, semantic search policies, and state-of-the-art performance in challenging environments.

• YouTube
• 1 hour
• On-Demand
• Free Video

EI Seminar - Recent Papers in Embodied Intelligence

Explore cutting-edge research in embodied intelligence, covering topics like experiment design, neuro-symbolic models, robot design, speech recognition, and social perception.

• YouTube
• 53 minutes
• On-Demand
• Free Video

Recent Papers in Embodied Intelligence I

Explore cutting-edge research in embodied intelligence, covering topics like robot training, task planning, neural networks, and machine learning for various AI applications.

• YouTube
• 58 minutes
• On-Demand
• Free Video