360DigiTMG – Artificial Intelligence course in Patna
Introduction
Have you ever used Google assistant? It is designed in such a way that it interacts with you and performs tasks. But what is the working principle? You must have heard of self-driving cars? How a car can drive on its own? Well the answer to these questions is Artificial Intelligence. It is the biggest achievement of humans in the development of computers. The ability of a machine to take decisions with the help of human intelligence is termed as Artificial Intelligence. It is a program which performs tasks smartly. The growth of AI has the ability to change our lives. It is becoming popular day by day and we are surrounded with AI everywhere. Many companies like Google, Facebook, Apple and Amazon are investing heavily in the field of Artificial intelligence.
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The term artificial came into existence in the year 1956 but gained popularity in recent years. The father of the computer, Alan Turing raised a question in his paper “I propose to consider the question, can machines think?” In 1960, the US department of defense tried training computers to mimic human reasoning.
Artificial intelligence and its growth
Companies are using Artificial intelligence in computer to computer transactions such as recommendation engines which suggest what customers should buy next based on their previous activity and what customers bought along with this product. You must have noticed this feature in various online shopping platforms like Amazon, Flipkart, Myntra, Ajio, etc.
IT industries are using AI and ML to solve tech support problems, automating the work and many others.
AI Domains
Artificial Intelligence is a broad area. A system is built in such a way that it can grow its intelligence. This has created a discipline in AI called Machine learning.
Machine learning, the term is self-explanatory that we want to make machines learn based on their knowledge which is based on a huge amount of data and finding rules and then make decisions. Once the machine is built it can evolve and adapt the new data when they are used. Machine learning is further categorized into Supervised, Unsupervised and Reinforcement Learning. In supervised learning labelled data is used to train the model. In unsupervised learning, models do not need training because their algorithm is designed in such a way that they learn from the desired output through the observations. In reinforcement learning, it performs task in the best way to get the desired output and the model further makes decisions based on the experience.
Deep learning came when Machine learning failed in a few areas. It was unable to grow further in the area of Natural language processing, image recognition, language recognition. The Google assistant we use now was built better when deep learning fundamentals were used. The concept of deep learning is inspired by the functionality of brain cells. It is part of machine learning and focuses more on algorithms which are inspired by understanding how the brain works to obtain knowledge. It is a type of neural network with hidden layers. In successive layers, advanced features are detected in the data to make a prediction.
The importance of AI is growing day by day. It has evolved so much that every company is using it for their benefits. It is the best investment one could make in one’s life for career growth. This field has a large scope as you can work on real-life problems.
To get more information click here 360DigiTMG – Artificial Intelligence course in Patna