We’re living through what is quite possibly a pivotal point in human history, where the importance of Artificial Intelligence (AI) is becoming increasingly undeniable. Just consider this statistic: 97% of business owners expect that ChatGPT will bring about positive changes in at least one area of their business, according to a survey by Forbes Advisor. Moreover, tools like ChatGPT, Midjourney, and Bard are ushering AI into the mainstream. This makes the art and science of AI more relevant than ever before.

If you're an aspiring data scientist, machine learning engineer, AI researcher, or simply an AI enthusiast, this guide is for you. Throughout this article, we'll detail how to learn AI from scratch and offer insights from industry experts to help steer your journey. As well as covering the skills and tools you’ll need to master, we also explore how businesses can leverage AI in today’s landscape.

What is Artificial Intelligence (AI)?

AI, or Artificial Intelligence, is a branch of computer science focused on creating systems that can perform tasks that would normally require human intelligence. These tasks range from understanding natural language, recognizing patterns, making decisions, and learning from experience. AI is a broad field with numerous subfields, each with its unique objectives and specializations. Check out our full guide, What is AI? to find out more. You can also explore how AI is different from machine learning in a separate article.