Recommended Learning Path in AI

Recommended Learning Path in AI

Whenever Artificial Intelligence (AI) is discussed, you get to hear, ‘AI is going to change the world’. AI has taken over almost every industry, be it start-ups or a well-established company. It is expected that AI is going to contribute $15.7 trillion by 2030.  According to Mark Purdy, Managing Director- Economic Research, at Accenture, “Artificial Intelligence heralds dramatic potential for growth for both the economy and for humans”. 

It is expected that there are going to be 2.3 million jobs by 2020 worldwide, all related to AI and Machine Learning or ML. Now when technology is taking over many of our tasks, we are surrounded by AI all through. When you browse the Internet, you see all that you are interested in, that is AI. Almost every task that involves the use of technology eventually uses AI.

 

Read on to learn more about AI, career benefits of AI, recommended learning path, and why you should invest in AI for Beginners course.

 

What is AI?

Artificial intelligence is precisely some task that is done by a machine that is programmed to so, to avoid human intervention. It may show human behavior such as learning, reasoning, planning, problem solving, perception, knowledge representation, motion, and manipulation. One of the most common examples of Artificial Intelligence that we see today is, ‘OK Google’. Whenever you say OK Google in front of your Android Smartphone, it does whatever you ask it to. For example, it can play music for you, can make calls, read out messages, and also send the message for you. These are just to list a few. 

 

Other examples of AI applications in our life include automated customer support systems, chatbots, and your online shopping experience. AI is often related to machine learning. Broadly considered, machine learning is when a large amount of data is fed into a computer system, which is then used to learn how to execute a specific task, just like adding captions to photos or recognizing speech.

Benefits of Career in AI

When the people across the world are surrounded by AI all over, it is obvious that a career in AI can open doors to a bright future too. With the growth of AI and ML (Machine Learning), the demand for professionals who are experts in using AI is also growing. There are great career opportunities and you can choose from various areas available. Since AI is applicable to almost all the sectors like healthcare, retail, finance, recruitments, economy, business, and industries. Since AI and ML are on the peak, you can always learn more and grow more. You get to work on real challenges and machine learning is able to resolve issues that arise in businesses. AI is regarded as the skill of the future. By attaining expertise in ML you can have an exponential career graph. Since AI is the need for every industry from entertainment to transportation, there is a massive need for professionals who are skilled and qualified, or certified, to be more precise. 

Learning Path

If you are a fresher and wish to become an AI expert, here is the step by step learning path.

What you need is a bachelor’s degree in one of the streams like computer science, information technology, mathematics and statistics, finance or economics.

Besides possessing a bachelor’s degree a candidate is required to possess effective communication skills, problem-solving approach, creative thinking, analytical skills, and continuous learning interest. 

To get AI certifications from the top-rated online institutions, some of the technical and non-technical skills are a must.

Let us have a look at them.

Technical skills.

  1. In-depth knowledge of programming languages
  • The most important skill required is coding in languages like R, Java, Python, and C++.  Having knowledge of more than one programming language can always be beneficial.
  1. Understanding statistics, calculus, probability, and linear algebra.
  • The knowledge of statistics is required to understand how algorithms and machine learning functions. The knowledge of probability, calculus, and linear algebra makes one proficient in concepts of AI.
  1. Big Data.
  • A candidate is required to learn the top Big Data tools so as to analyze huge amounts of data that you need to work on in AI. Some of the tools are Hadoop, Spark, MongoDB, etc.
  1. Data Science.
  • You learn how to implement data science tools and techniques in order to extract useful information from the data available. This includes acquisition, preparation, data analysis and finally data manipulation.
  1. Machine Learning.
  • This includes building different AI models using Machine Learning algorithms in order to predict outcomes that are critical to the business. You are offered supervised learning, unsupervised learning, reinforcement learning, and Scikit.
  1. Deep Learning.
  • You learn to use Deep Learning techniques to master the design of models with raw, unstructured data. It can be applied to images, text, and speech to conclude just as if it was done by a human. Learning includes tools and techniques like  Tensorflow, Keras, Neural Networks, GAN, CNN, RNN, and LSTMs.
  1. Business Intelligence.
  • You get an in-depth understanding of the latest Business Intelligence or BI tools to present all the meaningful analytics and insights that are gained from models designed in the above steps. The BI tools you learn are Tableau, Qlikview, PowerBI.

After taking these steps, you are all set to become an AI expert. Let us now see the demand and salary prospects of an AI expert.

Demand and Salary Prospects

 There are a lot of sectors in which AI has become an essential part. Some of them are IT and BFSI leaders like IBM, Fidelity Investments, SAP Labs India, Infosys, and JP Morgan Chase are looking for professionals with appropriate AI skills. With so much of the jobs available globally for AI experts, it is obvious that there are great opportunities for you if you are interested in AI and ML. 

In India, the median salary of an AI professional is INR 14.3 lakhs for all experience levels. Salary of around 4% of all AI professionals in India is more than INR 50 lakhs, which shows that there is a huge demand for AI professionals at mid-level and senior-level. After you have gained experience in AI and developed some important skills, you can expect a salary hike of 60-80%

Are You a Beginner in AI?

When you see that there are a plethora of opportunities available in the field of AI, the future in AI is promising enough to choose it as your career. Well, if you are a beginner, it is strongly recommended to take up a training course in AI. An AI for Beginners course helps you get the right start as resources over the internet are often confusing and may not cover the basics that you should know of. Such online courses are available to guide you along the learning path in order to become an AI expert.

Leave a Reply

Your email address will not be published.

How to Prepare for Microsoft 70-411 Test and Exam Dumps

Top 4 Advantages of Patch Management Software