Artificial Intelligence Courses and Certifications

NPTEL;  IIT Guwahati

Fundamentals of Artificial Intelligence

1 rating

A mathematically grounded overview of AI methods spanning state-space search, logical reasoning, planning, probabilistic inference, and machine learning.

• YouTube
• 1 day 1 hour
• Self-Paced
• Free Video

Career Certificate

AI Foundations for Everyone

36711 ratings at Coursera

Learn what AI, machine learning and neural networks are, explore generative AI and prompt engineering, and build and deploy a chatbot on a website without coding.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

NPTEL;  IIT Delhi

An Introduction to Artificial Intelligence

An introduction to AI problem modeling through search, logic, probability, and decision processes, with foundational algorithms for each formulation.

• YouTube
• 1 day 8 hours
• Self-Paced
• Free Video

Great Learning

Artificial Intelligence for Beginners

Discover Python-based AI fundamentals including computer vision, semantic segmentation, NLP, and deep learning through hands-on tutorials and practical demonstrations.

• YouTube
• 1 day 8 hours 56 minutes
• Self-Paced
• Free Video

Paul McWhorter

Artificial Intelligence for Everyone - An Introduction to AI for Absolute Beginners

Discover AI fundamentals through hands-on Python programming and OpenCV, building face recognition, gesture detection, and interactive games from scratch for absolute beginners.

• YouTube
• 1 day 7 hours 6 minutes
• Self-Paced
• Free Video

Skills Factory

Our Ultimate Artificial Intelligence Guide

Master essential AI tools like Midjourney, Runway, Leonardo AI, ChatGPT, and Google Gemini to enhance your workflow with professional prompting techniques and practical applications.

• YouTube
• 2 hours 36 minutes
• Self-Paced
• Free Video

University of Alberta;  Alberta Machine Intelligence Institute

Sample-based Learning Methods

44 ratings

Learn near-optimal policies from trial-and-error experience: implement Monte Carlo prediction and control, TD learning, Expected Sarsa, Q-learning, and the Dyna model-based architecture.

• Coursera
• 5 weeks, 4 hours a week
• Self-Paced
• Paid Course

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 ratings

Train regression and classification models in MATLAB: follow the supervised machine learning workflow, validate results, apply feature selection, build ensembles, and optimize hyperparameters.

• Coursera
• 4 weeks, 5 hours a week
• Self-Paced
• Paid Course

Career Certificate

Google AI

11268 ratings at Coursera

Apply AI across work domains: turn briefs into workback plans, build research reports and marketing videos, clean messy data with natural language, and build no-code AI tools.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course
• 8 courses

Amazon Web Services;  Amazon

Fundamentals of Machine Learning and Artificial Intelligence

16 ratings

An introduction to AI, machine learning, deep learning, and generative AI, including foundation models and AWS AI services.

• AWS Skill Builder
• 1 hour
• Self-Paced
• Free Certificate

Introduction to AI

13406 ratings at Coursera

Learn how AI and machine learning work, weigh the capabilities and limits of AI tools, and practice using generative AI to draft emails at work.

• Coursera
• 1 hour 25 minutes
• Self-Paced
• Paid Course

MathWorks

Data Processing and Feature Engineering with MATLAB

57 ratings

In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB to lay the foundation required for predictive modeling.

• Coursera
• 5 weeks, 4 hours a week
• Self-Paced
• Paid Course

Artificial Intelligence - Principles and Techniques - Autumn 2019

Understand Artificial Intelligence, its principles and techniques with this Standford engineering course.

• YouTube
• 1 day 1 hour
• Self-Paced
• Free Online Course

Neural Networks and Deep Learning

16 ratings

Build, train, and apply fully connected deep neural networks, using vectorization, forward propagation, and backpropagation, and identify the key parameters of a network's architecture.

• Coursera
• 4 weeks, 6 hours a week
• Self-Paced
• Paid Course

Knowledge-Based AI: Cognitive Systems

2 ratings

The twin goals of knowledge-based artificial intelligence (AI) are to build AI agents capable of human-level intelligence and gain insights into human cognition.

• Udacity
• 15 hours
• Self-Paced
• Free Online Course