10 Best Free Websites To Learn Machine Learning | 2023
Modern systems are getting more complicated, and as the methods being used to information advance, it is becoming necessary to have simplified methods of handling massive amounts of information.
For instance, an online business that handles transactions on a massive scale will not provide good services unless they have a means of working with the vast amounts of information they deal with daily.
Rigid programs that usually handle the logic part of data processing are not enough to handle such massive datasets. The complexity of the information is also known to grow over time.
For this reason, it is vital to have a means of working with the information that will be able to adapt to the data and handle it even as it grows. Machine learning is the best way for modern businesses and companies to handle growing data sets efficiently.
With the use of intelligent algorithms and methods for handling data, companies can adapt to a changing information ecosystem and use the data they have at their disposal. Adapting to an evolving business ecosystem is essential. The use of machine learning ensures that these entities can use their information and keep making profits.
With machine learning, the algorithms used in data processing can be able to adapt and learn iteratively to gain more value out of the data. This can help the company improve its efficiency even when working with massive amounts of information.
This is important for a demanding working environment since the data is valuable at all levels. The machine learning techniques are used to discover patterns in the data and obtain sensitive insight that can be used to deliver a better service to the customers.
With an improved customer experience, they can easily customize their experience to ensure that the information that they see whenever they visit your website has been personalized to their preferences.
What is Machine Learning?
This is a sub-field of artificial intelligence that uses a machine to imitate the intelligent behavior of a human. This means that a machine will be able to recognize a visual scene or even understand text that has been written in a natural language.
It involves giving machines and programs the ability to imitate human actions and behaviors with some reasoning ability. A machine learning program has more extensive search capabilities and quickly finds patterns and slight variations in massive datasets.
This is important for detecting cyberattacks before they happen, as the programs can detect subtle changes and adjust the actions of the programs accordingly. There are many areas in modern businesses that machine learning can be used, and as such, it presents a massive opportunity in terms of jobs and a career.
It is, therefore, essential to learning about machine learning if you are looking to start a career in artificial intelligence. There are some good sites to learn data science and machine learning on the internet to help you get started. Following are some of the best free websites to learn machine learning.
- Kaggle
In addition to giving you an IDE that you can use inside your browser, Kaggle also gives you the datasets you need to practice machine learning.
It has thousands of public datasets, and as such, you will be able to get plenty of practice when you learn machine learning on this website. There is also plenty of starter code in notebooks, which enables you to get started on a learning path more effectively.
With the lessons on the website, it will be straightforward to learn machine learning, and you will be able to make some good progress thanks to how the information has been presented. The machine learning track on the website is the most popular course on Kaggle and has everything you need to get up to speed with the hottest field in data science.
Length: 3 hours
Cost: Free
- Coursera [Machine Learning]
This is the best way to get started in machine learning. The machine learning course from Coursera is entirely free and provides you with the skills that you need to become a machine learning expert.
The use of a flexible schedule means that you get to learn at your own pace, and as such, you can quickly go through the course without any feeling of pressure or strict deadlines. You also get to learn a certificate once you have completed the course, and it is also easy for beginners.
The entire course is done online, and you will only need to have a connection to make some progress on the course. As such, it presents you with a flexible learning opportunity that can be used to advance your career.
Length: 61 hours
Cost: Free
- Deeplearning.ai
This is the ideal way to build your career in AI, and the site has the best machine learning courses available on the internet.
The course content is world-class and enables you to improve your knowledge and understanding of core concepts in AI and machine learning. Additionally, there is hands-on training to get the practical skills needed to ensure that you completely understand the content being taught.
In addition to the course content and the practical exercises, there is an entire community of mentors and peers, which is another ideal opportunity to learn from others and exchange ideas and opinions with others interested in machine learning. The machine learning course also includes building an ML production system from start to end.
Length: 4 months
Cost: Free
- Udemy
Udemy has several artificial intelligence courses that are ideal for someone looking for a foundation in machine learning. One involves using Python programming language, and the other two give you an excellent introduction to machine learning.
The courses are well presented and have the correct information to enable you to understand the concepts that are being taught. There is plenty of video content which is one of the more friendly forms of learning and can be taken at your own pace.
Whenever you have some free time, you can progress the courses and improve your understanding of machine learning. This is one of the best places to learn about machine learning on the web and will be an excellent way to get started with the basic concepts.
Length: 1 Hr 59 Minutes
Cost: Free
- Machine Learning Mastery
This is one of the more friendly introductions to machine learning and is much easier to grasp and digest. It includes some of the best tutorials that have code that works.
As such, you will not have to deal with a lot of math and dry content that most academic institutions usually provide. This way, you will have a better mastery of machine learning without the dry and boring parts.
This is more exciting, and you will also get a head start in machine learning. This is the website recommended for someone looking to learn machine learning in a fun and enjoyable manner.
Length: Self-paced
Cost: Free
- Google [Introduction to Machine Learning]
If you are looking for a straightforward introduction to machine learning, this is the ideal place to start. The website has been designed by the people who make use of machine learning in their daily activities, and as such, they are qualified to provide you with the relevant information you need.
On the website, you will learn about the philosophy behind machine learning and what makes it necessary for the data processing scenarios that we face in the modern business world. These free AI courses will be quite useful and give you the foundation that you need.
You will also get to learn about the benefits of machine learning. The videos themselves are short and straightforward, meaning that you can go through the entire course in a single sitting.
Length: 3-5 minute videos
Cost: Free
- Papers With Code
Machine learning is broad, and to better understand the various concepts that are used, it is essential to read the research taking place in this field. Paperswithcode is a website that provides you with research papers and other academic literature to understand better different concepts of machine learning and how well you can use them in your programming.
The concepts are explained in full detail, with practical, real-world examples provided to make it easier for you to understand what is being taught. The website also enables you to learn about the various application areas of machine learning and scenarios where machine learning would be the ideal solution.
Length: Self-paced
Cost: Free
- Pluralsight
The website provides the best introductions to machine learning and can be an excellent way to start your career in the field. The courses themselves have been designed with beginners in mind, and as such, you will easily be able to get a firm foundation and learn about all the essential concepts of machine learning quickly.
There are several courses to choose from with in-depth introductions to machine learning and what you need to know about using it to manipulate data sets and analyze huge amounts of information.
The concepts have also been presented in a friendly manner to understand better machine learning and how it can be applied in the real world.
The training is provided by experts who have experience working on machine learning projects, and as such, you are assured of getting the best information when you take this course.
Length: 43 minutes
Cost: Free
- Freecodecamp
The YouTube channel from Freecodecamp has some of the best information that you need to further your understanding of machine learning. There is plenty of information that has been presented in a manner that is simple to understand.
Whenever you need to learn machine learning to use in data science, this is the best place to get the information you need, and it is also free. Additionally, you can always come back for more videos, making the course simpler to follow since it is at your own pace.
Whenever you have some free time, you can use it to learn more about machine learning and improve your understanding of the different concepts involved. This is a course ideal for beginners due to its ease of presentation and the amount of included details.
Length: Self-paced
Cost: Free
- Towards Data Science
This is one of the more straightforward ways to introduce machine learning. The Medium.com page has all the information you need to be good at machine learning and apply it to real-world projects.
The data is also simple enough for beginners. You will find it interesting with many practical examples and scenarios to use machine learning to solve business and scientific problems. There is plenty of content to prepare you for various statistics interviews and someone that is interested in a career in Data Science will find this page to be quite useful.
The content provided on this page is also detailed enough to ensure that you better understand the various concepts presented and improve your knowledge of machine learning. It is recommended for anyone who needs an excellent introduction to machine learning or someone who wants it to be their career path.
Length: Self-paced
Cost: Free
FAQ
Q: What is the best free machine learning course for beginners?
A: The machine learning course from Coursera, https://www.coursera.org/learn/machine-learning, is the best free machine learning course that has been designed for beginners and is friendlier to people that are getting started.
Q: Where can I learn Python for machine learning for free?
A: Google’s Python class has some of the best information about Python and how you can use it for machine learning. The course is also free and has some of the best information about how you can use the Python language to develop machine learning solutions.
