It won’t be wrong to say that AI is one of the hottest topics right now, tech companies are working round the clock to get best AI for their work. Companies like Google, Apple, Baidu, etc. are investing billions of dollars in their AI programs. But before we dive into maths, algorithms and programming languages, let’s have some background knowledge of AI. We’ll try our best to make this article simple as possible.
What’s an Artificial Intelligence (AI)?:
Well, when someone talks about AI most people think about movies like Chappie, Terminator, and Lucy, etc. But self-aware computers/robots are getting close to becoming a reality. Basically, AI is a study in computer science that focuses on the development of software or machines that exhibit human intelligence. Fair enough?
How to Get Started With AI:
The very first thing you’ll need to learn a programming language. While there are many programming languages you can start with Python. However, you can check our another article on best programming languages for AI. After having a good understanding of any programming language you chose, you’ll need a good knowledge of maths, machine learning, deep learning.
Let’s talk about Machine Learning, Deep Learning and Maths of AI in details:
Maths of AI:
The science of AI is completely based mathematical algorithm to get things done. According to IBM, with a good understanding of mathematical concepts like Linear Algebra, Multivariate Calculus, Probability Theory and Statistics, Multivariate Calculus, Algorithms and Complex Optimizations you can start machine learning. Some researchers say that an intermediate knowledge of these mathematical concepts is good to start with.
Machine Learning is a branch of AI that analysis data that automates analytical model building. The Machine Learning algorithms allow a program to learn from the data. If you’re ready to start learning Machine Learning there are many free courses available online:
Deep Learning is a subfield of machine learning inspired by the structure and function of the brain called artificial neural networks. The main goal of using deep learning in AI is to mimic the brain of humans. The ability to mimic the brain of a human is the reason why people like Stephen Hawking and Elon Musk think that AI is dangerous to human. Are you ready to start learning Deep Learning? Here you go!:
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