9 Free Courses for Beginners to Learn AI
If you're eager to dive deeper into Artificial Intelligence (AI) and expand your knowledge, there are plenty of free online courses available that can help you get started or take your skills to the next level.
In this article, we're going to explore nine fantastic courses that offer incredible insights into various aspects of AI. Whether you're a newbie looking for a beginner-friendly introduction or an experienced practitioner aiming to enhance your expertise, these courses cover a wide range of topics.
You'll find everything from the basics of AI to advanced machine learning techniques. So, let's jump right in and discover these exciting learning opportunities!
Techloy
#1 – Google AI For Anyone - Google (EdX)
Ever wanted to understand what Artificial Intelligence (AI) is all about without needing a computer science or math background? Well, Google's got you covered with their course called AI for Anyone. In this course, you'll dive into the world of AI and Machine Learning, cutting through all the hype and getting to the heart of the matter.
This course is designed for absolutely anyone! You don't need any prior knowledge or programming skills to join in. Whether you're a total beginner or coming from a non-technical background, "AI for Anyone" is here to make AI accessible and understandable to all.
You can get the course here.
#2 – CS50's Introduction to Artificial Intelligence With Python (EdX)
Looking to explore the fascinating world of Artificial Intelligence (AI) and its fundamental concepts? Look no further than CS50's Introduction to Artificial Intelligence with Python! This course takes you on a journey through the concepts and algorithms that form the backbone of modern AI.
From game-playing engines to handwriting recognition and machine translation, this course covers it all. You'll delve into the ideas and theories that power these amazing technologies. You can access this course on both Harvard's website and the edX platform, giving you flexibility in your learning journey. Get ready to embark on an exciting AI adventure with CS50's Introduction to Artificial Intelligence with Python.
You can get the course here.
#3 – AI for Everyone - DeepLearning.AI (Coursera)
AI isn't just for engineers anymore! If you want to empower your entire organization to harness the power of AI, then this is the course you need to recommend to everyone, especially your non-technical colleagues.
In this course, you'll uncover the meaning behind common AI terms like neural networks, machine learning, deep learning, and data science. You'll gain a realistic understanding of what AI can and cannot do. Plus, you'll learn how to identify opportunities to apply AI within your own organization, opening doors to innovation.
But that's not all! You'll also get a taste of what it's like to build machine learning and data science projects. And if you're looking to collaborate with an AI team or develop an AI strategy for your company, this course has got you covered. It even delves into the ethical and societal discussions surrounding AI, helping you navigate this important aspect of the technology.
You can get the course here.
#4 – Learn Basics About AI (Artificial Intelligence) - Udemy
In this course, you'll delve into a wide range of topics that will give you a comprehensive understanding of Artificial Intelligence (AI). It teaches you about What Artificial Intelligence is all about, The Evolution of Artificial Intelligence, Types of Artificial Intelligence, Current and Future Applications of AI, and also How AI is Transforming the Way We Work.
This course will equip you with a solid foundation in AI, enabling you to grasp its concepts, understand its historical context, and envision its future implications. Get ready to embark on this enlightening journey into the world of AI
You can get the course here.
#5 – Introduction to Artificial Intelligence - IBM (Coursera)
This course offers an exciting introduction to Artificial Intelligence (AI). You'll explore real-world applications, learn key concepts, and gain a solid understanding of AI. Beyond the basics, the course covers important topics like ethics, bias, and the impact on the job market. You'll also have hands-on experience with a mini project to see AI in action. Designed for anyone, regardless of technical background, this course is perfect for those interested in AI. Plus, completing it counts towards various programs, including the IBM Applied AI Professional Certificate.
You can get the course here.
#6 – Intro to Artificial Intelligence - Udacity
Artificial Intelligence (AI) is a field that has been around for a while, but it's far from static. It's a dynamic and ever-evolving field that keeps pushing boundaries and opening up new possibilities. In this course, you'll dive into the fascinating world of modern AI and explore its basics. The field of AI is constantly evolving, and this course will provide you with a solid understanding of its basics while showcasing the vast opportunities that lie ahead.
You can get the course here.
#7 – IBM Applied AI - IBM (Coursera)
In this course, you'll gain a solid understanding of AI. You'll learn the definition of AI and explore its wide range of applications and use cases. We'll demystify terms like machine learning, deep learning, and neural networks, making them easy to grasp.
You'll also acquire practical skills in AI development. You'll discover how to create AI chatbots and virtual assistants without any programming knowledge. Imagine being able to deploy your own chatbots on a website effortlessly.
Additionally, you'll delve into building AI-powered solutions using IBM Watson AI services, APIs, and Python. Don't worry if you're not an expert coder – the course will guide you through the process with minimal coding required. You'll gain hands-on experience in developing custom image classification models using Python, OpenCV, and Watson. You'll be able to deploy your models to the Cloud for real-world usage.
By the end of this course, you'll not only understand the core concepts of AI but also have practical skills in creating AI chatbots, developing AI-powered solutions, and applying computer vision techniques.
You can get the course here.
#8 – Data Science: Machine Learning - Harvard University
In this course, you will learn popular machine learning algorithms, principal component analysis, and regularization by building a movie recommendation system.
You will learn about training data, and how to use a set of data to discover potentially predictive relationships. As you build the movie recommendation system, you will learn how to train algorithms using training data so you can predict the outcome for future datasets. You will also learn about overtraining and techniques to avoid it such as cross-validation. All of these skills are fundamental to machine learning.
You can get the course here.
#9 – Machine Learning Specialization - DeepLearning + Stanford University (Coursera)
The Machine Learning Specialization, a collaboration between DeepLearning.AI and Stanford Online, is a beginner-friendly program that teaches you the fundamentals of machine learning and how to apply them to real-world AI applications.
Taught by Andrew Ng, a renowned AI visionary, this updated 3-course Specialization builds upon his highly acclaimed Machine Learning course, taken by millions of learners worldwide. It covers a wide range of topics, including supervised learning, unsupervised learning, and best practices used in Silicon Valley for AI and machine learning innovation.
By completing this Specialization, you'll gain a deep understanding of key concepts and develop practical skills to effectively apply machine learning to complex real-world problems. Whether you're looking to enter the field of AI or build a career in machine learning, the Machine Learning Specialization is the perfect starting point for your journey.
You can get the course here.
Bonus Course
#10 – Artificial Intelligence: Preparing Your Career for AI - Udemy
In this course, you'll acquire valuable insights into various aspects of AI. Here's a glimpse of what you'll learn: How to educate yourself about AI, Upgrade your career for AI, Invest in an AI-first economy, Use AI responsibly and ethically, Adapting to what comes next.
By the end of this course, you'll have the knowledge and tools to educate yourself about AI, upgrade your career for AI, invest wisely in the AI-first economy, use AI responsibly and ethically, and adapt to the evolving landscape of AI. Get ready to empower yourself for success in the AI-driven world.
You can get the course here.
Conclusion
These nine free courses + a bonus course offer an excellent opportunity for beginners to explore the world of Artificial Intelligence (AI) and expand their knowledge. From the basics of AI to its practical applications and building AI-powered solutions, these courses cover a wide range of topics.
You'll gain insights into popular machine learning algorithms, deep learning techniques, and neural networks, along with their real-world uses. Additionally, these courses address important considerations like ethics, bias, and the societal impact of AI. They also provide guidance on learning AI, advancing your career and navigating the evolving AI landscape.
Accessible to learners of all levels, these courses offer a captivating learning experience. Start your AI learning today and open doors to a world of opportunities.
