Artificial Intelligence- Overview
In today’s tech savvy world, the application of AI is everywhere and it will continue to grow at an exponential rate. Whether you shop online, watch Netflix, surf social media or search something on the internet, you are interacting with a form of artificial intelligence .
With tools like ChatGPT, Bard and Midjourney gaining relevance in the corporate world, AI is becoming increasingly significant, making the art and science of AI more relevant than ever before. The decision to learn artificial intelligence will definitely help you understand how technology can improve our life through different products and services and will also open doors to various job opportunities in this dynamic field, in case you want to build a career in AI.
Artificial intelligence for beginners may sound intimidating but does not have to be complicated and you require basic understanding of maths and statistics. This artificial intelligence for beginners’ guide will help you understand important elements of artificial intelligence and how you can learn AI from scratch.
Defining Artificial Intelligence
Artificial Intelligence is a branch of computer science that focuses on creating systems to perform various tasks that would normally require human intelligence. The range of tasks performed under these systems include understanding Natural Language Processing (NLP), recognising patterns, making decisions and experiential learning. Driven by technology, AI is currently used in various sectors like healthcare, transportation, hospitality as well as finance. Broadly AI can be categorised in two classes:
- Narrow AI: This is designed to perform a particular task like voice recognition
- General AI: This is designed to perform tasks that require intellect like human beings.
For now, narrow AI has seen a lot of growth and progress but when it comes to general AI, this category still remains largely unexplored.
Artificial Intelligence for Beginners- How Long Does It Take to Learn?
When you decide to learn AI from scratch, remember that AI is not just a buzzword. It is a field that is bringing about a revolution and is transforming how we work, interact and go about our daily jobs. As a newbie, the time required to learn artificial intelligence depends upon several factors that are:
Background Knowledge
Background knowledge plays an important role when it comes to learning AI. If you are someone who is switching from another field or sector that is totally unrelated to computer science or mathematics, then it will definitely take you longer to learn AI as compared to someone who is already working in the field of technology and has a basic understanding of the complex jargon.
Prerequisite Knowledge
If you are someone who has a good understanding of mathematical and statistical concepts, then learning AI skills and tools will be easier and quicker for you.
Career Aspirations
If you are looking to build a career in the field of AI, then basic knowledge will not be enough for you and you will require comprehensive education as compared to someone who simply wants to add basic knowledge of AI to their skill set. Enrolling in an executive program for AI will definitely require you to put some time and effort but it will also mean that you get a chance to build a successful career in the field of artificial intelligence.
AI Beginner Guide- Important Things to Consider
To learn AI from scratch, the below given four steps will help you map out a plan based on your current knowledge and the amount of time and resources you need to devote.
Formulate a Learning Plan
The first thing that you need to do is create a learning plan that will include a tentative timeline, skills or knowledge goals you will set for yourself as well as the programs or resources that you will require to gain those skills. Before you formulate your learning plan and the type of course you require, take account of your current level of AI, your intention for learning, how much time you can give as well as the money you can spend on educating yourself.
Try to Learn the Prerequisite Skills
Before you start off, having a grasp of the basic skills can help you build a solid foundation required to learn complex AI elements and tools. Get a firm grasp of statistics and interpreting data concepts like statistical significance, regression, distribution, and likelihood as they play a role in AI application. Moreover, try and learn mathematical concepts like calculus, probability, and linear algebra as they make frequent appearances in AI models and algorithms.
Familiarise Yourself with AI Tools and Programs
In your journey to become an AI expert it is important for you to know how to use AI tools and programs as they will play a major role in your AI learning journey. Some popular tools and libraries for AI are:
- Pandas
- Tensorflow
- Seaborn
- Theano
- Keras
- PyTorch
Polish Your AI Skills
Once you have the basic grasp of AI, you need to polish your AI knowledge and bring it to a professional level. For this you need to take help from experts and getting enrolled in an Executive Program in AI For Business can really help you master the skills required for the role you are pursuing.
Start Your AI Learning Journey Today
If you have made up your mind to build a career in the field of artificial intelligence, then you just need to kick-start your journey with a little help from Imarticus Learning.
The Executive Program in AI for Business developed in collaboration with IIM Lucknow can really help you realise your dreams of starting a successful career in the field of artificial intelligence.
