Artificial Intelligence

-

AI


Artificial Intelligence or AI is the feature which provides the ability to a digital computer to think and mimic like the conscious human brain. It is the most developing field in today's world. Many research work are done in this field. It is the future technology which will change the complete life.

Branches of Artificial Intelligence

  • Machine Learning
  • Deep Learning
  • Neural Networks
  • Robotics
  • Natural Language Processing

Machine Learning

ML


Machine learning is a method of data analysis that automates analytical model building. It is a branch of artificial intelligence based on the idea that systems can learn from data, identify patterns and make decisions with minimal human intervention. It makes the computer to learn from the given data. It is one of the most interesting technology to learn. Machine learning is actively getting used nowadays, maybe in more places than one would expect. Machine Learning is of following types depending upon the data available:

  • Supervised Learning: In this type of learning, the data is well labeled and the algorithm is written according to this labeled data.
  • Unsupervised Learning: In this type of learning, the data is unlabeled and the algorithm for such type data is more complex.
  • Reinforcement Learning: For teaching a computer machine to fulfil the multi-step method for which there are clearly defined rules, reinforcement learning is practised.

Deep Learning

It is the branch or subset of the machine learning. It helps to work similar to the human brain in processing data and creating patterns for use in decision making. It has network capable of learning the unsupervised from data that is unstructured or unlabelled and that's why it is known as deep neural learning and deep neural network. It can be used as to detect the fraud or phishing.

Neural Networks

Neural Network


It is a series of algorithms that endeavor to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates. In this sense, neural networks refer to systems of neurons, either organic or artificial in nature.

Robotics

Robotics


It is the sizzling field of AI. An interesting field of research and development focuses on designing and constructing robots. Nowadays, It is widely used in the large industries. Robots are very efficient to perform the tasks and using ai in it make them think like humans which will turn into the large productions.

Natural Language Processing

NLP


NLP or the Natural Language Processing, is a very interesting branch of Artificial Intelligence that deals with the natural language or human language between the computer and the humans. It gives the advantage of making personal assistance like alexa, siri, google assistant, JARVIS(fictional). It is having two things: 

Voice Recognition: This include the identifying who is speaking to the system. It helps to decide which will get how much amount of access is given to the specific individual.

Speech Recognition: It identify that what is speaking and it is the main thing in natural language processing which decides that what to do.


References

  • investopedia.com
  • analyticssteps.com

Shivam Jha (2019-2023)

Computer Science Department
KIET Group of Institutions
Location: Monthly Wrap KIET Ghaziabad, Uttar Pradesh 201206, India

Comments

Post a Comment

Popular posts from this blog

QUANTUM STORAGE & MEMORY

-
Image
  Quantum computers stand to transform the world of computers. They have the capacity to be greatly more powerful than our current digital devices, with the power to solve important computational problems and simulate complex physical systems with unmatched efficiency. Like memories are an important component for computers, that’s like quantum memories are also essential components for quantum computers, a new generation of data processors that follow the laws of quantum mechanics and these laws help to overcome the limitations of classical computers. Quantum computers are expected to be much faster and more powerful than their traditional analogue as information is calculated in qubits (the fundamental unit of computation in quantum computing)  in quantum computers while the older units are bits which used in classical computers, can represent both 0 and 1 at the same time. Quantum memory is used as a key element in information processing, such as optical  quantum computing  and  qu
Read more

Biofuel generation with the help of Bioinformatics

-
Due to the continuously growing natality rate, increased availability of healthcare and food production has led to decreased mortality and further proliferated, population outburst on earth. This has caused strain on the energy sources and thereafter there has been an endless search for the most convenient, fast, and long-lasting method of renewable source of energy. According to the sources, from 2011 to 2021, renewable energy has grown from 20% to 28% of the global electricity supply. Fossil energy shrank from 68% to 62%, and nuclear from 12% to 10%. The share of hydropower decreased from 16% to 15% while power from sun and wind increased from 2% to 10%. Biomass and geothermal energy grew from 2% to 3% . Among many energy sources, Biomass can be one of the most trusted renewable energy sources, due to its abundance of availability present in nature. Biomass refers to organic material from plants or animals. This includes wood, sewage, and ethanol (which comes from corn or other plant
Read more

PHISHING ATTACKS IN INDIA

-
What do mean by phishing ?  Phishing is a type of online fraud when con artists pretend to be reputable companies or organizations in order to deceive victims into giving up personal information like passwords or credit card details. Phishing efforts can take the shape of emails, websites, or even text messages, and can appear authentic at first glance. A phishing attempt can be identified in a number of ways, including misspellings, odd syntax, and sudden requests for personal information. Do not respond to the message if you believe you are being targeted by a phisher; instead, report the incident to the relevant authorities. Phishing in India !!!! India is a vast and developing country. Digitalization is being done at a speedy rate. This brings a lot of ease for the general public but also creates a pool of opportunities for scammers, hackers, and con men. As per an article by Times of India Between April 1, 2020, and March 31, 2022, clients lost roughly 1500 crores in these scams.
Read more