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Artificial Intelligence is one of the fastest-growing and most exciting fields in technology today, and it will define the next generation of software solutions. AI can help organizations be more efficient in business or also enrich peopleu2019s lives. The demand for jobs in this sector is very high. Boston Institute of analytics is an international organization with headquarters in Boston, USA and has launched its classes in India. Boston Institute of Analytics (BIA) in collaboration with KPMG in India provides training in Artificial Intelligence in Mumbai under the mentorship of industry experts. They also provide a 2-month assured internship, 100% placement assistance, and up to 50% scholarship for eligible students. Have a look at their website https://www.biaclassroom.com/data-science-courses.
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What is Artificial Intelligence? • Artificial intelligence refers to the simulation of human intelligence in machines. • The ideal characteristic of artificial intelligence is its ability to rationalize and take actions that have the best chance of achieving a specific goal. • AI is being used across different industries including finance and healthcare. • The goals of artificial intelligence include learning, reasoning, and perception.
Artificial Intelligence Technique • Heuristics - A Heuristic is a technique to solve a problem faster than classic methods, or to find an approximate solution when classic methods cannot • Support Vector Machines - Support Vector Machines are based on the concept of decision planes that define decision boundaries. • Artificial Neural Networks - Artificial neural networks belong to a group of information-processing techniques which can be used to find knowledge, patterns or models from a large amount of data. • Markov Decision Process - Markov Decision Processes (MDPs) are a mathematical framework for modeling sequential decision problems under uncertainty as well as Reinforcement Learning problems. • Natural Language Processing - Natural Language Processing (NLP) refers to AI method of communicating with an intelligent systems using a natural language such as English
Best Languages for Artificial Intelligence field • Python - Python is considered to be in the first place in the list of all AI development languages due to the simplicity. • R – R can easily produce well-designed publication-quality plot, including mathematical symbols and formulae where needed. • Lisp – Lisp is one of the oldest and the most suited languages for the development in AI. • Prolog – This language stays alongside Lisp when we talk about development in AI field. • Java - Java can also be considered as a good choice for AI development.
Artificial Intelligence Application • Automated customer support • Personalized shopping experience • Healthcare • Finance • Smart cars and drones • Travel and navigation • Social media • Smart home devices • Creative arts • Security and surveillance
Responsibilities of a Artificial Intelligence Engineer Depending upon their Level of Expertise AI Engineers in general: • Study and transform Data Science Prototypes • Research and Implement Appropriate ML algorithms and AI tools • Develop Machine Learning Applications according to Requirements • Working with Electric Engineers and Robotics Team • Select appropriate Datasets and Data Representation Methods • Run Machine Learning / AI Tests and Experiments • Train and retrain systems When Necessary • Keep Abreast of Developments in the Field
Artificial Intelligence Job Trends • AI jobs will continue to proliferate in 2019 as more and more business adopt the technology. • Some of the most popular AI jobs for this year include AI architect, AI product manager, data scientist, software engineer, and AI ethicist. • AI and Machine Learning job postings on Indeed rose 29.10% over the last year between May 2018 and May 2019. • Even an entry-level AI role can command a 70%-plus premium over that of a plain vanilla computer science (CS) engineer, say recruitment firms and industry experts
Bibliography • https://economictimes.indiatimes.com/jobs/ • https://www.springboard.com/blog/best-programming-language-for-ai/ • https://towardsdatascience.com/self-learning-ai-agents-part-i-markov-decision-processes-baf6b8fc4c5f • https://www.sciencedirect.com/topics/engineering/artificial-intelligence-technique • Boston Institute of Analytics - https://www.biaclassroom.com/
Special thanks…. To Boston Institute of Analytics™ for their knowledge contribution. +91-8657604703 | www.biaclassroom.com