I get this question every day, either from a student or someone in the industry who is looking to switch domain. Firstly, beginners need to understand the lay of the land in AI. There are many Artificial Intelligence courses available online. Free tutorials are also available on social media websites. After getting clear about the different aspects and use cases in AI, it is required to choose one broad focus area and go forward in the same.
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What is AI - Artificial Intelligence?
Firstly you need to understand the scope of AI and how it is different from other aspects like machine learning and deep learning.
AI is a machine with the ability to perform cognitive functions such as perceiving, learning, reasoning, and solving problems. The benchmark for AI is the human level concerned reasoning, speech, and vision.
However, it can be difficult to figure out how best to get involved with the tech, especially if you want to learn on your own. It is because AI has its advantages in many sectors.
Fortunately, there are a lot of resources available for beginners to build up their knowledge and skills. Beginners need to keep some factors in their mind to approach AI in the best way:
Firstly, they need to understand the technical aspects of machine learning. Then, they can build a strong foundation. They must master the basics of programming, for instance learning Python, and mathematical topics like linear algebra, statistics, and calculus. Searching the internet for free resources and online courses can get them comfortable with learning.
After learning the basics, they can start building simple things with AI Algorithms. One of the key success factors of learning AI is that it helps you build a strong intuition for how AI systems work. One way to develop such intuition can be to simply build things.
Learning how human insight and computer programming intersect and how to gather the right data for a particular task.
Joining online communities can help beginners in interacting with other learners and sharing ideas. These platforms allow users to find and publish data sets, build models in a web-based environment, communicate with others, and more. It can be a great way to learn from others and they can even compete to boost their skills and get rewards.
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