What Skills do I need for AI?
By Arijit Banerjee
Wouldn't it be nice if you had all the requisite skills in your repository to help you transition into advanced technology, like Artificial Intelligence (AI)? The tech era is seeing unprecedented growth in fields like machine learning and AI. Developers are following a rather radical, no-holds-barred approach to work on their Artificial Intelligence skills.
They are aware that by garnering the relevant experience in this niche field, they will not only be a part of an elite bandwagon, but it will also take their career to a new high. Some experts believe that Artificial Intelligence is synonymous with the Industrial Revolution, bringing about path-breaking changes in technology.
So what are the skills and qualities of AI that programmers and developers need to succeed in this game-changing field? Let's explore!
For a scintillating career in AI, you need to be:
•A graduate in computer science
•Preferably hold a degree in MS or PhD in Computer Science for the added edge
•A graduate in Computer Engineering
•Have a strong grasp on written and verbal communication skills to be able to impart the technology behind AI
•Have a robust foundation in applied Mathematics which included probability, logic, statistics, algorithms and calculus
•Have working knowledge of cognitive science
With these bare minimum requirements, you'll have a strong base/foundation to kick-start your career in the
Skills and Abilities that Aid You In Artificial Intelligence
In order to have cutting-edge expertise in this filed, the skills of Artificial Intelligence that are required, go far beyond the ordinary. The challenge lies in making a seamless transition into this field without the urgent need of having to up-skill yourself.
1.Functional Knowledge of Programming Languages - It is advisable for developers to explore open source libraries and become proficient in languages such as Python, C++ and Java. While Java helps in mapping and reduction, C++ helps in coding and Python gives you an edge in developing complex algorithms.
2.Acumen In The Use of Linux Tools - Since most of the AI functionalities and processing occurs on Linux machines, programmers fare well when they have ample knowledge of Linux commands like grep, cat, sort, awk.
3.Efficiency in Data Mining and Distributed Computing - AI is no child's play. Most of the time, developers are faced with large clusters of data which need to be mined well before they can be ready for processing. Knowing the techniques of distributed computing and data mining will help to hone their skills in Artificial Intelligence.
4.Tenaciousness and Curiosity - An AI programmer needs to be innately proactive in finding diverse and creative solutions to problems. He/She should have profound curiosity and tenaciousness in cracking complex algorithms and coming out with innovative approaches to processes.
5.Well versed and Well-Read - When it comes to AI sky is definitely the limit. The field is so vast and so dynamic that no amount of reading will ever be enough. However, keeping yourself updated with the latest technologies in the field of Robotics and AI will give developers the upper hand.
6.Sound Knowledge of Probability and Statistical Theories - Knowing statistical theories like the Naive Bayes and the Hidden Markov Models enhances a programmer's interpretation of complex AI problems.
7.Learning Signal Processing Techniques - AI requires you to brainstorm innovative strategies for feature extraction. Knowing concepts like contourlets, curvelets, shearlets, and bandlets will help you diagnose problems in signal processing algorithms.
Careers You Can Look At With Artificial Intelligence Skills
The scope is vast and careers dynamic in the field of machine learning and AI. Artificial Intelligence programmers can look at careers in the field of healthcare, public sector organisations, private companies, the arts, education and even the military. Examples of AI professionals include:
•Software Analysts and Specialists
•Data Mining Scientists
•Surgical specialists working with Robotic tools
•Military and Aviation specialists working with drones and armaments
•Medical specialists working in the fields of prosthetic limbs, vision restoration, and hearing aids
AI as an industry with its diverse set of skills and visionary elements is all set to take the tech world by storm and improve quality of life in multiple fields. Programmers having the will and zeal to succeed will come across a plethora of opportunities to look forward to in the dynamic arena of AI.