A Career in Artificial Intelligence: All You Need To Know

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In simple words, Artificial Intelligence means developing the ability to think and make decisions in a machine. AI is considered to be the most advanced form of computer science.

Types of artificial intelligence

Artificial intelligence started in the 1950s. AI means – intellectual ability developed by artificial means.

 According to John McCarthy, the father of artificial intelligence, it is the science and engineering of making intelligent machines, especially intelligent computer programs, that is, the intelligence displayed by machines.

 Through this, a computer system or robotic system is created, which is tried to run based on the same logic, on the basis of which the human brain works.

 AI is a way of creating computer-controlled robots or software to think intelligently like humans. It studies how the human brain thinks and learns, makes decisions, and works while solving problems.

artificial intelligence

Why Artificial Intelligence

Artificial intelligence has a great future scope. Our lives revolve around machines and electronic devices therefore AI forms the base of a technology developed and prosperous future.

In India, the starting salary after completing AI is around INR 13,00,000 per year increasing up to INR 30,00,000-40,00,000 with experience. According to Hindustan Times, Artificial Intelligence has the scope of adding USD 900 Billion to India’s GDP by 2035. In recent times, AI has generated enormous employment opportunities.

In Bangalore alone, the requirement for AI engineers has crossed 4,000. For integrating AI with other sectors ranging from Agriculture, education, Corporate etc. NITI AYOG has put focus on AI for All. AI has less competition. It is estimated by New York Times, less than 10,000 people in the world have the relevant skills and knowledge to work as  AI professionalists.

Basic Skills Requirements

Professionalists working in the field of Artificial Intelligence share many common traits. To gain success in the field of AI one must inculcate some quality sets which would make an easy go for them. This involves analytical thinking process.AI professionals are prominent problem solvers. They should be able to solve problems in a cost-effective manner and at the same time generate structured solutions. This profession requires effective communication skills to convey ideas effectively. And one should have leadership qualities as well as coordination to work in a team contributing fullest to their potential. There is a need for technical skills like designing, repairing and maintaining and discovering the technology.

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Criteria for admission

Candidates can get admissions to UG and PG artificial intelligence courses through valid JEE Main or GATE scores whereas admission to Artificial Intelligence courses in LPU takes place through LPUNEST.

Fundamental subjects in Artificial Intelligence

Mathematics

  • Linear Algebra
  • Differential Calculus
  • Integral Calculus
  • Matrices
  • Linear Transformations
  • Integration
  • Approximation
  • Modern Regression
  • Probability
  • Bayesian Networking
  • Probabilistic Graphical Models

Computer Science

  • Computer Systems and Programming
  • Principles of Imperative Computation
  • Principles of Functional Programming
  • Data Science Essentials
  • Parallel and Sequential Data Structures and Algorithms
  • Logic Programming and Computational Logic
  • Agile Software Development

Core Subjects

  • Machine Learning
  • Deep Learning
  • Reinforcement Learning
  • Information Theory
  • Inference
  • Learning Algorithms
  • Neural Networks for Machine Learning
  • AI Representation
  • Problem-Solving
  • Natural Language Processing
  • ComRepresentation
  • Image Analysis
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Specialised Subjects

Machine Learning

  • Deep Reinforcement Learning and Control
  • Applied Machine Learning
  • Machine Learning for Text Mining
  • Advanced Data Analysis

Decision Making and Robotics

  • Neural Computation
  • Autonomous Agents
  • Cognitive Robotics
  • Strategic Reasoning for AI
  • Robot Kinematics and Dynamics
  • Information Retrieval
  • Search Engines
  • Speech Processing
  • Computational Perception
  • Computational Photography
  • Vision Sensors

Human-AI interaction

  • Designing Human -Centered Systems
  • Human-Robot Interaction
  • Robotic Manipulation
  • Safe and Interactive Robot

Career opportunities in AI

  1. Big Data Engineer.
  2. Business Intelligence Developer.
  3. Data Scientist.
  4. Machine Learning Engineer.
  5. Research Scientist.
  6. AI Data Analyst.
  7. Product Manager.
  8. AI Engineer
  9. Robotics Scientist
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Top Collages in India for AI

Top courses

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Some Online courses in Artificial Intelligence

 

Name

Platform

Artificial Intelligence for Business

Udemy

Artificial Intelligence: Reinforcement Learning in Python

 Udemy

AI for Everyone: Master the Basics Schools and Partners: IBM Course

edX

AI Applications with Watson Schools and Partners: IBM Course

edX

Foundations of AI Schools and Partners: IBM Professional Certificate 3 Courses 

edX

Introduction to AI

Coursera

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The top requiting companies

– Aakansha Jumle

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