Artificial Intelligence, the intelligence which is trying to take over human intelligence and everyone is well aware of the concept of it. Now, people are listing that this AI-based device was created, which is related to AI, but very few focus on creating their own responses with it.

Artificial intelligence plays a significant role now, and adapting to it is essential.  For anyone who wants to pursue their career in the future or wants to understand how the technology works simply, this is the right time to learn Artificial Intelligence for Beginners. But how? And where to start if you are a beginner, this article is going to be all about how to learn artificial intelligence step by step.

Step 1: Understand the Basics

Before understanding coding or more advanced topics related to AI, you need to first understand the basics.  In simple terms, artificial intelligence is like a system or machine that can mimic human intelligence or can be much better than humans in most things by learning data or recognising patterns.

Three main types of AI:-

• General AI: Machines that can perform intellectual tasks like humans.
• Narrow AI: Specialised systems like Siri are designed for specific tasks. There are many AI tools for beginners available that come in this category.
• Superintelligent AI: Some Theoretical Systems that Surpass Human Intelligence.

Step 2: Learn the Core Concepts

Knowing the core concepts behind AI is another important aspect of learning Artificial Intelligence for Beginners. Here are some essential concepts: –

• Machine Learning: It includes teaching machines and computers to learn from the data and make decisions based on their own intelligence.
• Deep Learning: It’s like a part of it, and it uses brain-like networks to solve the harder problems. machine learning
• Computer Vision: It helps machines in learning and recognising pictures and videos.
• Natural Language Processing: Now it’s an important concept in How to Learn Artificial Intelligence, because it plays an important role in AI. It helps the computer in understanding things and in responding to human language, which is what chatbots do these days.

Step 3: Learn the basics of math and programming.

Learn artificial intelligence step by step for better understanding, and the third basic and important step of it is learning math and coding. AI works with math and coding, but that does not mean you need to be advanced in it; with basic knowledge, you can do many things. In math, you can start by focusing on a simple topic, such as statistics or linear algebra. In programming, you can learn Python.

Step 4: Choose a Structured AI Online Course

There are many AI learning platforms and courses available to help beginners understand Artificial Intelligence for Beginners. These courses start from zero and help in simplifying each concept related to AI. Here are a few suggestions from our side to learn artificial intelligence step by step through a well-structured course:

• Udemy: Here you can learn Python programming.
• Google AI: Free tutorial available and the coding labs information.
• Coursera: AI for Everyone by Andrew Ng
• edX: It includes Artificial Intelligence Fundamentals.

Step 5: Experiment with AI tools for beginners

Practical experience is the best way to learn. If you are not ready yet to code, you can go for some AI tools for beginners to do a few practices. The names of the tools are ChatGPT, Google Teachable Machines, Kaggle, Gemini, and Runway ML. Many other tools are there which are simple to use and to fully understand Artificial Intelligence for Beginners.

Step 6: Work on simple AI projects:

Now you know how to learn artificial intelligence, and after that, you can do some practice to gain some experience. Start with going for small projects that are beginner-friendly, like:-

• A spam email detector
• A chatbot
• A system that recommends movies
• An image classifier for dogs vs Cats

Step 7: Join Communities

Now, the aim behind joining a community is to keep yourself updated with all AI-related or useful information. Learning Artificial Intelligence for Beginners becomes easier when you are with someone who is at the same stage as you. You can join the communities in LinkedIn AI groups, Reddit, Medium, and Kaggle discussions.

Step 8: Build your portfolio:

Now this is the last step to learn artificial intelligence step by step. Now, once you’re done with practising and feel a little confident, you can create your own portfolio if you are thinking of doing work related to AI. This approach will help in opening different opportunities for you. You can create a GitHub portfolio and show your projects there. After becoming more advanced, explore the other fields like robotics or reinforcement learning.

Your AI Journey Begins with One Step

Artificial Intelligence for Beginners is not hard math; just do things and be consistent, and you will become an expert. Getting started with AI does not need a PhD; just begin with the basics and grow yourself slowly. Remember that learning AI as a beginner will not make you an expert in one night; it will take as much time as it should take, but the result will be in favour if the learner is true to themselves. It’s a must-learn thing to learn, even for someone who is not focusing on building their career in this.