KEY SKILLS REQUIRED TO BECOME AN AI EXPERT
AI Expert (Artificial Intelligence) is progressing rapidly. From voice powered personal assistants like Alexa and Siri to self-driving cars, artificial intelligence has gained momentum.
Artificial intelligence is currently in its infancy stage. However, good money can be made in the AI industry.
Problems solved by Artificial Intelligence are not that easy and to work in the AI Industry you will need a focused and strong set of skills.
In the future, we don’t know how much artificial intelligence will progress. Maybe we will have only robots as workers in the future. Or many of us may have robots as bosses rather than humans.
Many of us are accepting the idea of artificial intelligence or AI. In many industries, machines have already taken over monotonous jobs. Automotive manufacturing is a prime example.
Aerospace and automotive manufacturers and adopted AI or machines fully. In these sectors, machines are heavily used in their assembly lines.
We know that artificial intelligence is the new future of the new generation. And hence we need more and more skilled people or a workforce who could manufacture more and more artificial brains around the world.
So, if you are interested in artificial intelligence, before getting into the career you must know what basically artificial intelligence is and what skills are required for becoming an AI expert.
WHAT IS ARTIFICIAL INTELLIGENCE?
Artificial Intelligence (AI) is a computer system’s ability to mimic or surpass human behavior. Basically machines demonstrate this type or sort of intelligence. And artificial intelligence is also known as machine learning.
Things which consist of Artificial intelligence technology, can be compared to natural intelligence that humans and animals demonstrate.
The primary goals of artificial intelligence consist of speeding up repetitive procedures by using machines or robots instead of humans.
This means that AI focuses on utilizing time fully. Recognizing patterns and making decisions instantly and efficiently.
Smart AI systems can easily recognize patterns and remember past events and learn from them, making each subsequent decision smarter, organic and more logical.
AI developers require a deeply scientific and logical approach to design these complex AI systems.
Examples of artificial intelligence include speech recognition such as in cell phones SIRI and systems such as Alexa, language translation services (like google translate services), plagiarism checker, email spam check and many more.
People with AI talent are very difficult to find. AI salaries are typically higher than average. Companies like Microsoft, Meta, Google and many more companies which are hiring for artificial intelligence people. And hence, artificial intelligence is in high demand.
SKILLS REQUIRED TO BECOME AN AI EXPERT
There are many skills required to become an AI expert. AI has a wide range of options available to pursue. All of them require a great deal of education, training and focus.
Individuals who are willing to pursue their career in artificial intelligence, should also know about the key skills required to become an AI EXPERT.
Some of the skills required are given below:-
1. Programming Skills Or Software Developing Skills
To start with a career in artificial intelligence, the first and most basic skill that you require is programming.
To become an expert and well-versed in AI, it is mandatory to learn programming languages, such as Java, C++, Python and R to build and implement models. You basically have to use these algorithms to write software’s that analyze, interpret and make decisions.
2. Algorithms and Framework
You need to have an understanding of how machine learning algorithms like KNN, Support vector machine, linear regression, Naive Bayes and others work help you implement machine learning models with ease.
Additionally, to build AI models with unstructured data, you should have a great and deep understanding and learning of algorithms (like a convolutional neural network, recurrent neural network, and generative adversarial network) and you must be able to implement them using a framework.
Examples of frameworks used in artificial intelligence are Caffe, PyTorch, TensorFlow, and Theano.
3. Linear Algebra, Probability, and Statistics
You should have detailed knowledge of probability, statistics and linear algebra to understand and implement different AI models. AI models such as- Naive Bayes, Hidden Markov models, linear discriminant analysis and Gaussian.
The knowledge of linear algebra, probability and statistics is a must to become an artificial intelligence expert.
4. Spark and Big Data Technologies
To be an AI EXPERT, you must have the knowledge, understanding and experience to work with large volumes of data, which could be streaming or real time production level data in terabytes or petabytes.
For data like terabytes or petabytes, you need to know about spark and big data technologies to make sense of it. Along with Apache Spark, one can also use other big data technologies, such asMongoDB, Cassandra and Hadoop.
Non- Technical Skills
1. Communication Skills
An AI EXPERT must have problem solving skills to overcome the problem or obstacles for making decisions and drawing helpful business insights. And it is very important for an artificial intelligence expert to be able to communicate correctly.
They should have the right tone to talk to their bosses or stakeholders. Communication skills are the most important skills. You should have the ability to communicate effectively both written and verbally.
You must have the quality to exchange your thoughts, ideas, information, facts, and perspectives. You should have confidence to communicate with the right person at the right time.
2. Problem Solving & Critical Thinking Skills
Critical thinking allows you to examine the information and to think and find the best way possible to get that situation in your hands. Critical thinking is a key component of problem solving.
Problem solving skills are also important. An AI EXPERT should be able to pinpoint the problem and take action to solve it.
An AI EXPERT must have the ability to give an effective solution to the problem. Artificial intelligence experts believe in a trial and error approach.
So, if a problem occurs, you should have the ability to solve that problem by critical thinking.
Artificial intelligence has a bright future ahead. AI developers require a deeply scientific and logical approach to design these complex AI systems. To become an AI EXPERT, you need to have some technical and non-technical skills.
Technical skills consist – Programming Skills or Software Developing Skills, Algorithms and Framework, Linear Algebra, Probability, and Statistics, and Spark and Big Data Technologies.
Non-technical skills that an AI expert must have are critical thinking and problem solving skills and communication skills.