Machine learning is one of the top-leading and rapidly evolving technology in this tech-driven world. It’s becoming one of the top-demanding skills in the market as the future relies on machine learning and artificial intelligence. For those beginners looking to step their career in the machine learning field, then online tutorials are the best as it helps in gaining new skills with the help of different courses, videos, guides, and tools.
Online tutorials offer a great chance to acquire knowledge most conveniently. There is a wide range of tutorials and courses available online on machine learning. Beginners need to start with the basics of machine learning to make the concepts clear before even starting with the advanced algorithms and functions of machine learning.
In this blog, we will be discussing the top free machine learning tutorials that will help beginners to explore the basics of various concepts of machine learning and artificial.
Top 9 Free Beginner Tutorials for Machine Learning (ML)
Sentdex is one of the best YouTube channels for the one looking to start machine learning from the scratch. Harrison Kinsley is the owner of this channel and prepares videos on different courses such as Python programming, web-development, machine learning, etc. The tutorials available on this channel are very informative yet easy to understand. Learners can find a series of basics to advance level tutorials on topics related to deep learning, machine learning, and artificial intelligence. The series are up to date with the latest and trending algorithms that are implemented in various applications of machine learning models. Moreover, if you need to know how to implement a given machine learning algorithm from scratch, then Sentdex is an ideal choice.
2. Data School
Data School is a YouTube channel created by Kevin Markham that helps machine learning enthusiasts to learn artificial intelligence and machine learning concepts easily. The machine learning concepts are flawlessly explained with different examples of machine learning. It also offers in-depth knowledge about how machine learning works. No matter what is your educational background, this channel provides comprehensive tutorials on ML. This channel covers various topics and tools of machine learning like pandas, NumPy, SciKit-learn that will help you to create your own machine learning models. Moreover, you can also find sessions on SciKit learn tips, learn data analysis in Python with Pandas, etc.
3. Artificial Intelligence – All in One
Artificial Intelligence – All in One is another best channel that features videos related to artificial intelligence and machine learning. The topics you may find on this channel include text mining, text retrieval, search engines, deep learning, neural networks, and computer vision. Beginners can learn ML from the start and learn different types of machine learning models including supervised learning, unsupervised learning, and reinforcement learning. It’s one of the best channels to get started with the basics of ML.
4. Two Minute Papers
Two Minute Papers works on the latest research going in machine learning to keep the visitors and learners up to date with all the trending stuff of AI and ML. It’s also best for beginners since it explains the basics of machine learning in the easiest with a lot of references. You can find various applications and programs of machine learning explained on this channel. Two Minute Papers also has an intuitive explanation video to show the inner workings of deep learning algorithms. The best part of this channel is that you can get exposure to some of the most amazing references and links to educational websites, blogs, and tutorials on machine learning.
5. Lex Fridman Podcast
One of the most popular YouTube channels from where beginners can get exceptional knowledge about machine learning is Lex Fridman Podcast. Beginners can get started with the introduction and overview of deep learning. Lex talks about face recognition, image classification, speech recognition, self-driving cars, and much more in the tutorials. After getting the basics of machine learning, beginners can learn the advanced-level algorithms to implement those concepts in their projects.
6. Google Developers
Google is working on the latest inventions of machine learning and artificial intelligence. Besides creating amazing software and applications, Google allows individuals to gain significant knowledge about the latest technology with the help of its YouTube channel Google Developers. The Hello world machine learning recipe by Josh Gordon gives a brief introduction to what machine learning is and why it’s important. This tutorial is very beneficial for beginners. The session is followed by other lessons on machine learning that you can find on the Google developers channel by Josh Gordon.
7. Machine learning crash course
Google’s machine learning crash course offers a range of lessons with lectures, tutorials, real-world case studies, and hands-on practice exercises. It’s basically a self-study guide that helps beginners to learn best practices from Google experts on machine learning techniques. The first tutorial to watch is the introduction to machine learning which clearly explains the philosophy behind machine learning. Google ML crash courses are great for every machine learning enthusiast out there.
Kaggle is the fastest growing community of data scientists that makes learning and collaborating easy. The Kaggle YouTube channel features a lot of tutorials that enable beginners to learn step-by-step about machine learning concepts. Kaggle features lecture videos on how machine model works followed by advanced concepts of ML and AI. No matter what environment you work in, you can effectively learn the trick of machine learning and experiment with those tricks in your project.
Simplilearn is the world’s no. 1 online boot camp that offers different courses and certifications. Simplilearn provides a great learning experience with the innovative program designed in guidance with industry and academia to help students develop job-ready skills. There are many machine learning courses available that you can enroll in as per your choice. Moreover, if you don’t want to enroll in the course, then you can simply watch tutorials on their YouTube channel Simplilearn for machine learning.
So far we’ve covered the top nine beginner’s tutorials for machine learning that can help you to learn about machine learning concepts, models, and algorithms. The machine learning market is very lucrative and according to Medium, the average salary of machine learning in the US is reported around $116,743 per year. So if you’re interested in machine learning, then follow these nine tutorials to get extensive knowledge of AI & ML.