There is no denying that artificial intelligence is not a futuristic concept anymore, that is exclusively reserved for research labs or tech giants. Today, artificial intelligence is already shaping how we communicate, shop, work, and make important decisions. From smart assistance to automated workflows and personalized recommendations, artificial intelligence is everywhere.
Wait till you get to the best part, which is that you do not need to be a computer science graduate to learn artificial intelligence. The only things you need are the right approach and a learner mindset to start learning artificial intelligence from scratch.
Artificial Intelligence – An Overview
Now, before you start exploring tools and getting familiar with coding, you must understand what artificial intelligence is really about. In its essence, artificial intelligence refers to machines that copy human intelligence, such as recognizing patterns, making predictions, and learning from data.
When you start learning artificial intelligence, you will realize that it is less about robots and more about using data to solve problems. You will know that artificial intelligence systems learn from examples and improve over time, which is why businesses use AI to make smarter decisions, especially when it comes to the industries of education, healthcare, marketing, and finance.
You might want to explore the AI services offered by renowned companies, such as Intuit, and use their platforms to practice your skills.
Build A Solid Foundation in Logic & Math
You do not necessarily have to be an expert in advanced math; however, having a basic understanding can go a long way. With that said, we recommend focusing on the fundamentals of math, such as statistics, algebra, and probability. Why, you might ask? The underlying reason is that these concepts can help you effectively understand how AI models handle uncertainty and make predictions.
Apart from math, you must learn to think logically. Artificial intelligence is about breaking bigger problems into small, solvable steps, which is why you can practice logical thinking through basic programming exercises and even puzzles.
Learn A Beginner Programming Language
Since you are learning AI from scratch, we recommend learning a beginner-friendly programming language, as programming operates at the core of AI. With that said, Python can be a great starting point, as it is readable, beginner-friendly, and extensively used in artificial intelligence or development.
Nonetheless, your best bet is to start with simple programs and then strategically move toward basic machine learning models and data analysis. Always remember that the key is consistency instead of perfection.
Make the Most of Online Educational Resources
When it comes to learning artificial intelligence from scratch, the good news is that there is no shortage of paid and free online educational resources. For instance, you might want to explore learning resources on the platforms of Coursera or Udemy, which offer structured AI and machine learning courses that are exclusively designed for beginner learners.
When exploring your best options, we recommend choosing courses that include hands-on projects, as real-life learning always happens with practicality. Rest assured, once you start building small projects, such as a simple chatbot, your confidence level will boost, and you will be ready for the practical life applications of AI.
