introduction to artificial intelligence Archives - AICRA https://www.aicra.org/aicrapost Technology, Innovation, Startup, Education, Interview Sat, 30 Apr 2022 07:26:29 +0000 en-US hourly 1 https://wordpress.org/?v=6.2.2 https://www.aicra.org/aicrapost/wp-content/uploads/2021/07/aicralogo-150x150.png introduction to artificial intelligence Archives - AICRA https://www.aicra.org/aicrapost 32 32 AI in architecture has the potential to transform the field https://www.aicra.org/aicrapost/ai-in-architecture-has-the-potential-to-transform-the-field/ https://www.aicra.org/aicrapost/ai-in-architecture-has-the-potential-to-transform-the-field/#comments Sat, 13 Nov 2021 08:20:10 +0000 https://www.aicra.org/aicrapost/?p=167 Today, #AI plays a variety of roles in architecture, from evaluating the efficiency of construction to simulating how people move in space. #AI is being [...]

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Today, #AI plays a variety of roles in architecture, from evaluating the efficiency of construction to simulating how people move in space. #AI is being incorporated into architecture in a number of ways that give insight into where we are right now and where we’re headed. The All-India Council for Robotics and Automation https://www.aicra.org/ Connecting businesses successfully and efficiently for making #india a hub for #innovation by constructing #robotics #skill #center Providing training programs to support core automation technologies and career certifications https://www.aicra.org/rsc

#AI in architecture configures the management systems to monitor the interior environment and react automatically to changes in temperature, air quality, natural light, or a number of occupants. Using the data collected, the system will predict energy consumption. The Architectures also feels that #ai will make tasks easy and quicker saving time and energy of humans.

The application of artificial intelligence to architects’ daily work will soon become a reality, believing to this  https://www.aicra.org/  will be conducting #futuretech #startup #conclave 2022 #event  https://www.aicra.org/events/delhi/index.php#home-section  covering the magical use of #artificialintelligence in all sector especially #healthcare #architecture #data #machinelearning and #internetofthings

Despite the fact that homo sapiens continue to yell at Alexa and Siri, the reality is that humans are more willing to pursue virtual relationships than human ones. Seeing this in demand and the need of the hour for making our future more bright artificially https://www.aicra.org/https:/  Interested in partnering with district coordinators not just for business objectives but to assist society in developing its interest in future technologies involving them in https://www.aicra.ac.in/district-coordinator.php  conducting Robotics Literacy Programs (RLP) examinations for O, A, B, and C certifications.

 

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Two major activities of AI to process human intelligence…! https://www.aicra.org/aicrapost/two-major-activities-of-ai-to-process-human-intelligence/ https://www.aicra.org/aicrapost/two-major-activities-of-ai-to-process-human-intelligence/#respond Mon, 02 Aug 2021 12:53:17 +0000 https://www.aicra.org/aicrapost/?p=136 The applications and popularity of artificial intelligence are soaring by the day. AI is not only about super-powered robots or hyper-intelligent devices, Artificial intelligence algorithms [...]

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The applications and popularity of artificial intelligence are soaring by the day. AI is not only about super-powered robots or hyper-intelligent devices, Artificial intelligence algorithms are constructed to make judgments, often using real-time data. They are unlike passive machines that are capable only of mechanical or predetermined responses. It has shown extraordinary progress in the capacity of AI systems to integrate intentionality, intelligence, and adaptability in their algorithms. In this article, let’s discuss the two major activities of AI used to perform the human intelligence process.

Natural language processing :

Natural language processing which has roots in the field of linguistic is the ability of a computer program to understand and analyze human language as it is spoken and written. NLP is the core of various techniques and tools we use every day such as translation software, chatbots, spam filters, and search engines. NLP analyzes several aspects of natural human language like syntax, semantics, pragmatics, and morphology. Then the data is transformed into machine learning algorithms that can solve specific problems and perform desired tasks.NLP is defined as a problem maker to computers since it’s hard for them to master in understanding the concepts and meaning of plainly spoken human language. Conceptually, it’s a fairly straightforward technology.

“Nat­ur­al Lan­guage Pro­cessing is a field that cov­ers com­puter un­der­stand­ing and ma­nip­u­la­tion of hu­man lan­guage, and it’s ripe with pos­sib­il­it­ies for news­gath­er­ing, You usu­ally hear about it in the con­text of ana­lyz­ing large pools of legis­la­tion or other doc­u­ment sets, at­tempt­ing to dis­cov­er pat­terns or root out cor­rup­tion.”Some of the basic NLP preprocessing tasks are Encoding, marking part of speech, Derivation, Remove redundant words. Once the data is processed, it’s time to build an NLP algorithm.

Speech recognition is the most important application of NLP. It uses natural language processing to convert spoken language into a machine-readable format. Speech recognition is used in virtual assistants like Alexa, transcribing calls, machine translation, Sentiment analysis, keyword detection, text extraction, etc.

Machine translation involves translating text or spoken words from one language to another. The application can be used to reach a wide potential audience and understand foreign documents. Sentiment analysis or opinion mining is to determine whether data is favorable, pessimistic, or neutral. NLP application is also extended to spam detection, topic labeling, and intent detection.

NLP applications deliver a seamless path to interact with machines. Today, we have programs that assess and synthesize text and speech in unprecedented ways.

Speech recognition:

As previously mentioned, Speech recognition is one of the most popular applications of NLP. This procedure functions as a channel that transforms pulse code modulation digital audio from a sound card into recognized speech. Speech recognition technology has been massively used in every industry.

In speech recognition, the computer accepts sound vibrations as input using an analog to digital converter. Various algorithms run on the data to recognize the speech and convert it into the result. The result depends on the goals, for example, Google voice typing converts words to text format while virtual assistants like Alexa take speech input and gives voice feedback in return.

Speech recognition technology has multiple popular applications that enable the user to perform a wide range of voice-activated tasks.

Let’s go through some of the popular applications :

  • Virtual assistants use speech recognition software to accept spoken input and deliver results as voice answers or in another form like playing music, news, searching, place an order, and so on.
  • Armies or militaries all over the world are researching with speech to text conversion to make the job easy for pilots at the cockpit.
  • Clinicians and doctors update patient’s medical records in real-time via voice notes.
  • Speech recognition is capable to impact transportation services and streamline scheduling.
  • Companies such as PayPal and Venmo allow customers to perform bank transactions through voice assistants.

Numerous industries are actively investing in speech recognition technologies like marketing, tourism, Health care, etc.NLP and speech recognition are two major subfields of artificial intelligence. Ai is continuously evolving to benefit various industries. Artificial intelligence forms the basis for all computer learning and is the future of all complex decision-making. AI is for today and also for a better tomorrow.

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