1. Machine Learning by Stanford University (Coursera)
Stanford University offers a popular online course on Machine Learning taught by renowned professor Andrew Ng. This course covers a wide range of topics, including supervised learning, unsupervised learning, and deep learning. It is suitable for beginners and requires no prior experience in machine learning.
2. Deep Learning Specialization by deeplearning.ai (Coursera)
For those interested in delving deeper into deep learning, this specialization by deeplearning.ai is an excellent choice. Led by Andrew Ng, this series of courses covers neural networks, convolutional networks, sequence models, and more. It is designed for learners who have some background in machine learning.
3. Elements of AI by University of Helsinki (Reaktor)
The Elements of AI course offered by the University of Helsinki and Reaktor is a beginner-friendly introduction to the fundamentals of artificial intelligence. This course provides insights into various AI concepts and their real-world applications, making it suitable for individuals from diverse backgrounds.
4. Introduction to Artificial Intelligence by IBM (Coursera)
IBM offers an introductory course on Artificial Intelligence that covers key AI concepts such as machine learning, neural networks, and natural language processing. This course is ideal for beginners who want to gain a foundational understanding of AI technologies.
5. Machine Learning Crash Course by Google
Google’s Machine Learning Crash Course is designed for individuals with basic knowledge of machine learning concepts. This practical course provides hands-on experience with machine learning tools and techniques used at Google.
6. Neural Networks and Deep Learning by deeplearning.ai (Coursera)
This course by deeplearning.ai focuses on neural networks and deep learning algorithms. Learners will explore topics such as optimization algorithms, hyperparameter tuning, and structuring machine learning projects.
7. Python for Data Science and AI by IBM (Coursera)
Python is a widely used programming language in the field of AI and data science. This course by IBM introduces learners to Python programming basics and its applications in data science and artificial intelligence.
8. Applied AI with DeepLearning.AI
This practical course offered by DeepLearning.AI covers applied aspects of artificial intelligence, including computer vision, natural language processing, and reinforcement learning. Learners will work on hands-on projects to implement AI solutions.
9. Reinforcement Learning Specialization by University of Alberta (Coursera)
For those interested in reinforcement learning, this specialization by the University of Alberta provides a comprehensive overview of the field. Learners will delve into topics such as Markov decision processes, dynamic programming, and deep reinforcement learning.
10. TensorFlow Developer Professional Certificate (Coursera)
TensorFlow is a popular open-source machine learning framework developed by Google. This certificate program on Coursera equips learners with the skills to build and deploy machine learning models using TensorFlow.
By enrolling in these top 10 free AI courses in 2024, you can enhance your understanding of artificial intelligence concepts and technologies while gaining practical experience through hands-on projects and assignments.
Top 3 Authoritative Sources Used:
- University of Helsinki