Top Resources to Learn Artificial Intelligence & Machine Learning For Free
With the ever-growing trend of artificial intelligence and machine learning, there is an immense shortage of people with the appropriate skills and knowledge in this field. In that case, it is high time to learn and gain enough qualifications to make a fulfilling career in this domain.
Moreover, it is essentially a great way to enhance the prospects of your career. However, you must know that the time and money required to get a degree or other formal qualifications in data science is way too high.
Therefore, it is not a cup of tea for the majority of individuals. On the other hand, there are a large number of free online machine learning courses and content available online to learn artificial intelligence and machine learning.
Furthermore, with the availability of countless programs as well as tutorials and guides available, you can gain a sufficient amount of core knowledge required to help you make a career in this field without spending even a single penny.
On top of that, the most prominent benefit of learning with the help of online resources is that you can set your own pace of learning. In simple terms, it is all up to you if you want to complete the course in one day or a year.
Talking about the credibility of these resources, some of these are provided by most prominent universities leading the world of data science. Also, most of the programs are made available by top industry professionals who are willing to provide their valuable knowledge for free of cost.
With that said, here is a list of numerous resources for a large number of different audiences. For instance, you might want to learn the technique of designing Artificial Intelligence Algorithms or just want to get a gist of terms related to data science and artificial intelligence.
Therefore, let us have a look at some of the most prominent ML and AI courses to Learn In-demand skills for free.
10 most prominent artificial intelligence and machine learning resources for free
- Google Datasets Search
As the name suggests, Google Datasets Search is a digital product by Google aimed to work as the most prominent search tool for datasets. It is certainly the perfect match for the need and love of data by the students of data science. With the help of this product, you can find all the required data in the appropriate format easily as well as quickly. In general, it is a search engine that you can use to find datasets available on the world wide web. Moreover, the most prominent benefit of using this resource is that you can get all the required information from authentic sources with the information of their past updates. Furthermore, it also provides you the figures as well as links of all the scholarly articles that are cited in the particular dataset that you are searching for. Also, if you need to scan through a list of datasets, you can just view the descriptive details attached along with the results without having the need to open each dataset separately and jumping from one page to another.
2. Artificial Intelligence Professional Program By Microsoft
Apart from Google, Microsoft is also among the prominent vendors that made their AI courses free of cost. Back in this year, Microsoft announced that they are making their internal Artificial Intelligence course available for anyone for free of cost on the world wide web. In this course, there is a detailed learning track that consists of 10 separate courses out of which one is the final project. The courses are titled with respect to information available in them such as “Developed applied AI solutions”, “python for data science”, and “building machine learning models”. Each of these courses is expected to be completed in a timeframe of weeks and you can also opt-in for a paid certificate program where you can get certified after completing the respective course. Moreover, it is all up to you to opt-in for a single course or all the courses. Therefore, if you are looking for a fully-fledged artificial intelligence and machine learning Free Online Courses, you must have a look at this program by Microsoft.
3. Machine Learning Crash Course By Google
Ever since it was released in 2018, the machine learning crash course by Google is a collection of both old and new resources required to learn machine learning on your own. The course is mainly focused on the usage of an open-source framework of machine learning known as TensorFlow. The duration of the course is roughly around 15 hours. However, it consists of a large number of resources biz 25 lessons as well as 40 hands-on exercises. Furthermore, the course also provides you video lectures from the prominent researchers of Google and numerous other elements. Once you successfully complete the course, you can navigate to the AI page of Google to get resources for further learning and gain more offerings related to artificial intelligence. So, make sure that you enroll in this course and get a practical approach to learning artificial intelligence from Google.
4. Linear Algebra Class By MIT
As you may already know, math is a necessarily important element that is required for all the major domains of programming. Therefore, it is highly essential for you to gain skills and brush up your excellence in linear algebra. Particularly, it will help you dominantly in numerous other aspects of your journey of learning machine learning. The linear algebra class by MIT is more than just a regular quick refresher for you. Provided exclusively by OpenCourseWare, this online training will provide you the complete curriculum for top-notch learning. From learning lectures to exams, you can get everything with the help of this course for learning the aspects of linear algebra in a highly efficient way. In general, the course features the theory as well as applications stated in the book “introduction to linear algebra”. In this course, you will be able to find the four major key applications as stated in the book. Overall, it is a basic course that emphasizes on the topics that are required majorly in other disciplines.
5. IBM Watson Starter Kits
IBM provides you a plethora of resources for all then developers who are looking for a way to get started with Watson. For those who don’t know about Watson, it is a cognitive computing tool that acts as a platform for artificial intelligence majorly for the enterprises. Moreover, it also provides a free account for the IBM cloud as well. As soon as you have settled up everything, you can make use of the numerous starter kits that are made available to you by IBM in order to help you take a step by step approach in different scenarios. With this, you’ll be able to know all the possibilities of Watson for your enterprise. Furthermore, the more you explore, the more you will get to know about Watson. However, you must note that these starter kits are a kind of introduction to Watson. Therefore, if you are eager to know about the true potential of AI, it is certainly a great course to get your hands on for absolutely free.
6. Learn Python The Hard Way
As you may already know, python is one of the most prominent as well as popular languages in machine learning and data science. Therefore, it is always a good step to master this programming language in order to excel up your career in machine learning. As a matter of fact, learn python the hard way is free of cost. It is a collection of Python Data Science courses that helps you learn this language in the best possible manner. With this, you’ll be learning python through a practical approach that consists of tasks you need to accomplish before getting started with the further sections. Moreover, you can also access bonus videos and exercises when you opt-in for this course. Even though the resource does not majorly talk about artificial intelligence and machine learning, it will surely help you in your further learning and making algorithms for machine learning with the help of python. Therefore, it is highly suggested for you to opt-in for this course.
7. Machine Learning Course By Andrew NQ
Often referred to as the gold standard for the purpose of education for machine learning, this machine learning course provided by Andrew is not a much popular learning resource. However, the capabilities of this course are endless and provide you a highly systematic approach to learn machine learning. The entire course is taught by an assistant professor at Stanford. Moreover, it is an amazing course that consists of 11 weeks of professional training for machine learning in a hard way. Therefore, your skills will also be evaluated through tests for this specific course. Furthermore, if you believe that this course helped you in any way, you can always opt-in to pay for it and get your own certificate for the course. Hence, if you are looking to make a serious career in machine learning, you can always rely upon this course as your all in one companion. Also, you must check out the other amazing and free resources as well.
If you want to actually get our hands down to machine learning, you must have access to data and not only data but a lot of data. Therefore, to make things a little bit easier for you, Kaggle is a website that will provide you with access to a large number of free of cost datasets. It is certainly one of the most popular websites in the amazing world of data science. With the help of this website, you can always find something exciting to work with such as Spotify tracks, UK accidents, or Indian air quality. Furthermore, this website also correlates its data from numerous other sources so you will always find a lot of things to work on. On top of that, the website also provides you a competition page where you can feel free to take part in a wide array of competitions related to machine learning. Also, it provides prizes ranging from simple swags to cash prizes. Hence, make sure that you do not miss this opportunity and check out this website right now.
9. Introduction To Statistical Learning
Even though it is not a kind of a visual course, an introduction to statistical learning is a book that you can download free of cost as a PDF. Moreover, in the book, you will also find a link to the codes for the labs. This book is written by expert professors at Stanford and Washington University. This book is mainly focusing on the R language. As you may already know, R is mainly used in statistical computing and finds a lot of use in AI programs as well as machine learning. This book is also known as a how-to manual for the purpose of learning statistical learning. After you have successfully finished reading the book, you can keep learning from the list of resources available in the follow-up section of the book. You’ll be able to find a lot more free resources to continue learning about machine learning as well as artificial intelligence.
10. Neural Network Playground By TensorFlow
As the name suggests, this site is your one and the only resource to make a setup device of neural networks for the purpose of playing in your own browser. The sites state that it is an unbreakable neural network and you can always challenge yourself more to try breaking it. Moreover, you can also adjust a large number of factors on this website such as the availability of hidden layers, and controls. After you have made the changes, just refresh the page to apply the changes and you’re good to go. You can download the source code from GitHub for absolutely free of cost.
So, these were some of the most prominent resources for you to learn machine learning as well as data science for free of cost. Make sure that you check each one of them to learn machine learning online and embark on making a fulfilling career in data science. That’s all we have for today.