Free AI Training Courses with Certificates

Discover top AI training platforms offering free courses with certificates from industry leaders to enhance your skills with comprehensive courses. Explore machine learning, deep learning, and NLP to enhance your skills, expand your knowledge, and advance your career at no cost.

Getting Started with AI

• Learn the Basics

Understand AI, ML, and data science fundamentals.

• Programming Skills

Develop programming skills in Python, R, or Java.

• Online Courses and Tutorials

Utilize online courses and tutorials for AI learning.

• Practical Experience

Gain practical experience through project work, competition participation, or open-source contributions.

• Stay updated

Stay updated with AI developments due to its rapidly evolving nature.

Platforms Offering Free AI Courses

As of 2024, several reputable platforms offer free AI training courses for various expertise levels, reflecting the evolving landscape of AI training courses.

Coursera

Overview

• Coursera offers diverse AI courses, including “Machine Learning” by Andrew Ng, suitable for beginners and offering audit and financial aid options.
• Partnered with top universities and organizations, Coursera offers a variety of free courses in AI, covering topics from machine learning to neural networks.

Highlights

• Courses by Stanford, Google, and IBM
• Certificates are available for a fee.

Getting Started

• Sign up for a free account and browse the AI and data science categories.

Edx

Overview

• EdX offers free AI courses from MIT, Harvard, and UC Berkeley, with “Introduction to Artificial Intelligence” by UC Berkeley being a good starting point.
• Topics include AI fundamentals, robotics, and machine learning.

Highlights

• Audit courses for free
• Verified certificates for a fee.

Getting Started

• Create an account, explore the AI and computer science sections, and enrol in courses.

Stanford Online

Overview

• Stanford University provides free AI courses, such as “Introduction to Artificial Intelligence” and “Machine Learning,” taught by renowned professors, faculty, research, and educational resources.
• Stanford Online is Stanford University’s digital platform, offering courses, certificates, and degree programs worldwide.

Highlights

• Diverse Courses
• Flexible Learning
• Expert Instruction
• Innovative Teaching Methods
• Community and Collaboration
• Credential options

Getting Started

Enroll in a Stanford Online course by creating an account, accessing learning materials, and completing assessments. Earn a certificate of completion or other credentials to prove your skills and knowledge.

Google AI

Overview

• Google provides free AI training resources through its AI Education portal, including courses, tutorials, and documentation on Tensor Flow machine learning, and other AI-related topics.
• Offers a range of free AI training resources, including the popular “Machine Learning Crash Course” which features video lectures, exercises, and real-world case studies.

Highlights

• Hands-on learning with TensorFlow
• Practical tutorials.

Getting Started

• Visit the Google AI website, navigate to the education section, and start with the crash course.

Microsoft Learn

Overview

• Microsoft Learn offers free AI training materials and tutorials on Azure AI services, machine learning, and data science.

Highlights

• Certification paths
• Practical labs and exercises.

Getting Started

• Sign up on Microsoft Learn, browse AI learning paths, and begin with introductory modules.

Fast.ai

Overview

• Known for its practical, hands-on approach to deep learning and AI, Fast.ai provides free courses catering to beginners and advanced users.

Highlights

• Focus on coding and real-world applications; interactive Jupyter notebooks.

Getting Started

• Visit the Fast.ai website, access the “Practical Deep Learning for Coders” course, and follow along with the lessons.

Kaggle Courses

Overview

• Kaggle, a subsidiary of Google, offers free micro-courses on AI and machine learning.
• Ideal for learning through interactive notebooks and real data.

Highlights

• Competitions to apply your skills.
• Community support.

Getting Started

• Create a Kaggle account, explore the “Learn” section, and start with beginner-friendly courses.

Udacity

Overview

• Udacity offers both free and paid courses in AI-related topics, focusing on practical projects and covering machine learning, deep learning, and Python programming.

Highlights

• Offers interactive learning experiences with real-world projects.
• Comprehensive Nanodegree programs
• Collaborations with industry leaders like Google and Nvidia.

Getting Started

• Create a free Udacity account and explore the “School of Artificial Intelligence” for free courses like “Intro to Machine Learning” and “AI Programming with Python.”

IBM Developer Skills Network

Overview

• IBM provides free AI courses on deep learning, natural language processing, and computer vision through its Developer Skills Network.
• IBM Developer Skills Network offers learning paths designed to build skills in AI, data science, and cloud computing.
• Courses are tailored to leverage IBM’s technologies and tools, such as IBM Watson.

Highlights

• IBM offers access to advanced AI technologies, practical labs, projects, and integration with IBM Cloud and Watson services.
• Badges and certifications for completed courses.

Getting Started

• Register on the IBM Developer Skills Network website, explore AI and Data Science courses like Python for Data Science and TensorFlow, enrol in courses, and complete hands-on labs.

YouTube

Overview

• Many educators and organizations share free AI tutorials and lectures on YouTube. Channels like “3Blue1Brown,” “Siraj Raval,” and “spandex” offer valuable insights into AI concepts and applications.
• Topics range from introductory AI concepts to advanced machine-learning techniques.

Highlights

• Wide variety of content formats (lectures, tutorials, and seminars)
• Up-to-date information from leading experts
• Accessibility to global content creators.

Getting started

• Subscribe to AI-focused YouTube channels, use structured learning playlists, engage with content through comments, and join AI-focused discussion groups on platforms like Reddit and Discord.

To align with your learning goals, review the course syllabus, prerequisites, and reviews, and consider joining AI communities and forums for peer and mentor support and learning opportunities.

Conclusion

In 2024, free AI training courses are becoming more accessible, with platforms like Udacity, YouTube, and IBM Developer Skills Network offering diverse learning experiences. These resources allow learners to choose their focus areas, set up essential tools, and practice skills through practical exercises and community engagement. By using these platforms, individuals can build a strong foundation in AI, stay updated on the latest developments, and secure a successful career in this dynamic field.