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| Artificial Intelligence |
Artificial Intelligence
Artificial Intelligence is the shine of technology that is replacing human beings, the machine works as human intelligence even sometimes better than a human using some logic, algorithms, reasoning, logic, etc., to resolve the problem on predictive, real-time, and fixed patterns bases.
e.g. in a company 100 people work, but an AI machine can decrease them from 100 to 10, increasing the outcome and the quality of the outcome.
There are three ways for AI solutions to work -
Narrow AI
A narrow AI solution is a set of rules where the problem and the solutions are already defined and the machine knows the problem and solution. it will solve the problem which is already fed into the memory.
e.g. A chatbot, or when you call customer care support, it gives you some options of problem to resolve the problem, Amazon Alexa, Siri, Image recognition, etc.
Functionalities: Reactive Machine.
General AI
A general AI solution is similar to the narrow but a small difference is the AI solution can learn the problem and solution and it can resolve the run-time problems too. based on its learning capacity.
e.g. A self-drive car, etc.
Functionalities: Limited Memory.
Super AI
The theory of mind and self-awareness kind of patterns used with super AI, this AI technology is the most advanced, where a machine is better than human intelligence, with such artificial intelligence the machine can learn, adapt, and it can teach other people or other machines as well.
e.g. Advanced robots, supercomputers, etc.
Functionalities: Theory of mind, self-awareness.
>> How does an AI solution work?
There are 4 steps for AI solutions to work for any respective problem -
Learning
The learning is the problem understanding, the algorithm understands the scenario and all parameters, and accordingly, it takes it as a task to resolve it, hence it is the first stage where AI gets the information from any source, to resolve that problem.
Before the development phase, the AI team makes some research, collects the information, finalizes the sources, gets the vision, and sets the resources to execute and implement the idea.
e.g. image recognition.
Reasoning
According to the scope of the work, the team has set the formulas and modules in the solution, where all possible permutations and combinations can be done to get the best resolution through the AI solution and get to the conclusion according to the task and algorithm, which solution is best.
e.g. processing for the image.
Problem-Solving
Now the AI solution can resolve the problem after all learning and reasoning for possible solutions, it starts the work, and calculations to resolve the problem, and all work is done within a limited and short time so that the user shouldn't wait for that.
e.g. information from the image.
Perception
Now it's time to see or visualize the outcome after learning, reasoning, and solution, with this stage of AI, you can see the outcome of the AI solution. This is the final stage until you don't wish to improve or scale up the current solution.
e.g. audio search, and prediction or recommendation based on some trend.
>> What are the Methods?
The AI methods work according to the intelligence of human beings, like a human can write, read, speak, see, understand, think, remember, recognize, and get to some conclusion, the AI methods work on all same intelligence -
Text - NLP/NLG
Identifying the text, text capturing, text creation, text filtering, text recognition, text scrapping, text cleaning, text chat, auto-replies, text conversation, text search, voice text, etc., all intelligence related to text whether it comes under manual or file uploading or scanning, every such intelligence comes under the Natural Language Processing. NLP is the sub-part of AI and ML
Audio - ML - NLP,
Same things you are doing with the NLP for text results, here with this AI method you will make via audio, audio detection, creation, filtering, recognition, conversation, scrapping, etc., all intelligence related to an audio or analog form of the data comes under Machine Learning and NLP again.
Image Recognition - ML, DL
The information scrabbing from the images or any static view is image recognition, which can be used for many things and agendas, we'll discuss the application of all methods, here with ML and Deep Learning, you can get such an AI solution. There is an advanced AI of this method where with image recognition you can make video recognition too.
Computer Vision - ML, DL
Again image recognition, sometimes on the next level, on a run-time basis. A camera or I must say a smart camera can capture all information via object detection and surrounding locations detection, like a human being. The camera's vision will keep an eyesight on the objects and will keep capturing the information as a human being, A human can miss something but this AI solution will not miss anything.
>> AI Applications (Cases)
There are so many AI applications, but here I can bring up a few of them. Let's check -
Security and Surveillance: An AI solution is very beneficial for any security department, agency, process, etc., with computer vision and other AI solutions, security and surveillance can be to the next level.
e.g. Many suspicious things can be identified easily and many abnormal activities, it can be taken some possible actions, Fire alarms, Security alarms, etc.
Audit: An AI solution can do the best audit in any department, from dress coding to sitting to work progress, you can set the AI solution anywhere for amazing audit results w/o human efforts.
Attendance: With an AI solution, you can make the automated attendance process very there is no need for any special human efforts to count the employee's hours or judge the efforts.
Chatbot: You can get a chatbot, where the bot will chat with a human being or machine pretending a human being and with human intelligence, nowadays you can see that on most websites and mobile apps.
Web/Mob Applications: You can see on the internet many dynamic existing websites, which operate more than half of things by themselves, there is no need for human interference until any specific cases.
Virtual Events, Advertising, and Marketing: You can design many virtual events, nowadays people attend such events, and you can do smart marketing advertising campaigns with very insightful analytics, there are very less requirements for human efforts.
Data Scrapping and Capturing: You don't need to keep filling forms, keep asking questions, keep watching and observing, or you don't need to go door to door, AI allows you smart and automatic data capturing via various devices, like cameras, scanners, microphones, etc.
Data Analytics and Insights: AI supports you with advanced and very calculated analytics and insights based on data and activities, you that you can make the decision according to the KPI you got from an AI machine's observation.
Automation: Without AI automation isn't possible, automation came after AI, if you want to make some automation the have to adapt the AI technology, we can't define the level and scale of AI, but yes AI came from algorithms and automation isn't possible without algorithm or set of rules.
e.g. Digital Transformation for Purchase, Order, Recommendation, Data Mining, etc.
Production and Manufacturing: An AI solution is helpful for manufacturing and production, it can automate the maximum process for any industry, from 0 to 90 most things are possible by AI in manufacturing and production too.
Interior and Infrastructure Design and Graphics: Nowadays you can see many agencies or online portal offering interior, graphics, etc. designs, which are very beneficial in the real estate interior industry, that intelligence such companies are getting using AI solutions.
Survey and Research: AI solution you can use in your research and outreach as well, this can help you to cover a large volume of entities within a short time, with fewer efforts and less budget, and that can be automated too.
Illusion: To represent any upcoming project for presale purposes people want to know the model of a project, which can feel real, AI can amazingly create the illusion for the human being to get them into the decision phase before a huge investment, hence AI is good for mock projects or PoCs.
Imagination is a big power, you can imagine and see anything, reach anywhere, and meet anyone, AI helps you to make illusions of things, you can see many products in the market which are creating the illusion and the user feels it as a real experience.
HR: AI can automate HR work and processes, like management, salary, recruitment or talent acquisition, attendance, reimbursement, deduction, tax, documentation, and many things which can be automated and trackable using AI solutions in Human Resources (HR).
Games: In the gaming industry or scientific fiction projects, you can see the role of AI solutions which are making games more interesting and realistic
Tracking & Monitoring: In any organization or department, tracking, monitoring, reporting, and protocols, are necessary to keep the organization disciplined and balanced, with AI solutions it is possible very easily.
Risk & Fraud Analysis: With AI solutions you can identify and deduct the spikes or risky factors in any process, department, or organization. there are very fewer chances of any fraud and risk. With human beings, it can take more effort, manpower, time, and cost, but still, there is more probability of risk and fraud than AI fraud analysis.
Customer Support and Relations: AI support can give an amazing experience to your customers by tracking features, history-based improvement, real-time replies, etc. It can improve the engagement with your customers, it can satisfy them to come back to you again, and even can bring more people along, across your platform, because service and quality really matter to a potential customer.
Prediction and Forecasting: Nobody knows about the future, everyone can get some idea based on history, experience, and trends, this intelligence you can get in the human being can make this with small information, if the information is huge then AI can help you to make some assumptions or predictions with better and significant probability than a human being, at very short time. The machine can calculate all possibilities and barriers, which is hard for a human being to make in a very short period. An AI solution can help you and brings the future's glimpse to you
Search Engine: Did you feel when you search for something on google how it gives you similar features, how after your search you get more alternative results, how do you get an advertisement of the same thing you were searching for a week back, the answer is AI, you can use AI features a search engine for your products too.
Animation: AI solutions can help with various animated things and they can engage with people for education, data scrapping, entertainment, etc., purposes, Yes, you heard right, you would have seen virtual assistance on many platforms, that is the AI solution for their audience. You can find many AI apps in the market which can create animated videos or images for you after a few clicks.
Manpower Control: You can control your manpower and expenses because an AI machine can replace, 1,10,100,1000... and so many people (depending on capacity and budget), You can easily control your manpower as well as existing people with the right stuff.
Observation and Detection: With an AI solution you can automate the monitoring and observation, and the solution can easily detect the harmful or graceful stuff happing in the department or organization, or anywhere.
Management: An AI solution can help to create lean and smooth management with all insights, you can easily manage all things by seeing some KPIs generated by the AI solution. No extra effort needed, no extra manpower needed, no flattering, no stress, only outcome.
Client Relationship and Feedback: You can make amazing relations with your existing or prospective customers, an AI solution can be connected with your clients 24X7, with tracking, communication, responding, feedback, recommendation, query solving, etc., solutions.
e.g. you can check Amazon customer support.
Transportation, Shipping, Supply Chain, and GPS Tracking: AI solutions can be customized for Transportation, Shipping, Supply Chain, etc., you can see many transportation companies like Uber, and many shipping companies allow you for delivery or vehicle tracking, and there are many automated things, even you can track the live location and estimated time.
Media and Films: In the media and film industry, you can see AI, there are AI cameras, AI-based events, AI-based VFX, Reporting, Management, etc., which can help you to create great content
Education and Training: To educate and train people, AI solutions are making a significant value in this domain too, you can see driving software, bots, automated content generation tools, etc. Even though some organizations are running on AI tools only, you can get everything automated. Check this AI tool for education and training purposes. www.prepai.in
Information Gathering and Storing: For market research, survey, inquiries, or information collection, you can use AI solutions, nowadays you can see in virtual events, people are using AI solutions for inquiries and data collection.
Smart Products: Nowadays you can see companies making smart products or self-operated products in the market like smartphones, auto-drives, Alexa, robot vacuums, etc., it's just the start of the AI revolution, after a few years you will see most things are AI-powered.
Healthcare and Fitness: In healthcare, fitness, and pharma, you will see AI again, like consultation, health score, prediction, etc., you can see most healthcare, fitness, and pharma companies are moving toward AI solutions.
Finance, Insurance, Accounts, and Banking: These functions are also moving toward AI solutions, you can use many mobile apps where you can see the record, predictions, trends, risks, recommendations, etc., which is possible by AI solutions, Inhouse companies are using AI solution for insights, risk, fraud, P&L, growth, management, etc.
Shopping and Retail: You can see the AI in shopping and retail too, either if you go to the online platform, you can see, chatbot, recommendation, order tracking, etc., and if you see the offline solution then you can see automated purchasing in stores as well, e.g. Amazon Fresh.
Programming Languages
There are many programming languages through that you can create an AI solution if you have a great command over Python, Java, C++, R, Scala, Julia, Haskell, Prolog, Lisp, C#, STRIPS, Planner, Wolfram, etc., or any of them, then you can be a part of implementing AI solutions.
