With the increasing role of artificial intelligence in our lives, there is an ever-growing need for specialists who can work with this technology. From a beginner to an experienced professional, everyone can benefit from studying AI. However, since there is a lot of information available, it may be hard to know what to study first. In this article, some of the best AI tutorials will be considered to give people an idea about which one to choose.
Introduction to AI Tutorials
By artificial intelligence (AI), we mean such technologies as machine learning, natural language processing, and computer vision. Since AI becomes used more widely in many spheres of life, there appears the need to employ specialists capable of creating various AI products. For example, a software developer may find it useful to learn something about AI since it can open up additional opportunities for him/her. In this regard, the best way to learn AI will be from professionals in this sphere.
Best AI Tutorials for Beginners
In case a person wants to become acquainted with AI, he/she should focus on learning its basics. Some of the most popular tutorials for beginners will include the following:
Coursera’s Machine Learning
It will allow anyone to learn the basics of machine learning, which includes linear regression, neural networks, and others.
edX’s AI for Everyone
It is offered by Microsoft and is focused on AI and machine learning. It will be good for those people interested in becoming an AI specialist in the future.
Google’s AI Crash Course
This is a free tutorial provided by Google that will teach everyone the basics of AI and machine learning.
Such tutorials will help anyone acquire the necessary skills fast enough.
Intermediate Tutorials for Artificial Intelligence Learners
Those people who already learned the basics of AI should proceed to learning advanced materials. Among the most interesting tutorials will be:
Kaggle’s Machine Learning Tutorials
Kaggle has numerous tutorials about different aspects of machine learning and can be helpful.
Udemy’s AI and Machine Learning Course
The course will introduce people to advanced aspects of this sphere, such as deep learning, computer vision, and others.
DataCamp’s AI and Machine Learning Course
It also touches upon advanced topics and allows gaining some practical experience while learning.
With the help of these tutorials, people will be able to learn more about AI and machine learning.
Advanced AI Tutorials for Software Developers
An experienced software developer who wants to learn more about AI should consider taking the following tutorials:
Stanford University’s Natural Language Processing with Deep Learning
It will help anyone learn about NLP, including text classification, sentiment analysis, and so on.
DeepMind’s Deep Learning Course
A person will be introduced to different types of deep neural networks, such as CNNs and RNNs.
MIT’s Computer Vision Course
This tutorial focuses on the basics of computer vision, introducing such things as image processing and object recognition.
By taking these tutorials, developers can obtain advanced skills related to the sphere of AI.
Tutorials for Industry-Specific Artificial Intelligence Development
In addition to learning general aspects of AI, one can also study particular industries in which this technology can be applied. Among the most interesting tutorials for specific spheres, there are the following ones:
Healthcare: Coursera’s Healthcare Analytics
It helps people learn about data analysis, machine learning, and visualization in healthcare.
Finance: edX’s Financial Analytics
People can learn how to analyze and visualize data in finance and apply machine learning to solve problems.
Marketing: HubSpot’s AI Marketing Course
It covers all major aspects of AI marketing, including chatbots and social media marketing.
One can benefit greatly from learning about AI use cases in specific industries.
Conclusion
It is important to gain some experience in AI to be successful in the modern tech environment. The listed AI tutorials will help anyone learn much about this technology and become proficient very soon.
