Artificial Intelligence Project Ideas
Learning Artificial Intelligence
is complex, but it is not difficult either. Once students of BTech college get
started with the right artificial intelligence courseware and work on a number
of hands-on projects, your basics get clearer. To understand the AI domain and
to implement it to solve business problems, one needs to know the latest tools
and techniques associated with this domain. There are some interesting
artificial intelligence project ideas that will help you in getting better
acquainted with the technology.
1. Learn to Drive with
Reinforcement Learning
This project idea is to help the
driver find the space between the gaps on the race track. It aims to help
students of Engineering Colleges in India in learning how to drive by figuring
out a solution through the obstacle he faces on the race track. This artificial
intelligence project idea makes use of reinforcement learning. Reinforcement
learning is a part of machine learning that focuses on how intelligent agents
should take actions in their present environment to ensure optimal performance.
It combines artificial neural networks with a reinforcement learning
architecture that enables the agents defined by software to take the best
possible action in order to achieve their goals. Most of the self-driving cars
make use of various algorithms based on reinforcement learning that teaches
machines how to behave throughout their interactions with their environment.
2. Face Recognition System
Face recognition is also known as
Biometric Artificial Intelligence-based application. It is a biometric software
application that identifies or verifies a person’s identity by analyzing
patterns based on the facial outline of the person.
It makes use of the concept of
pattern recognition, deep learning, face analysis and machine learning to
develop facial recognition systems. It begins with the process of face
detection, face analysis, converting an image to data available and finding the
right match. This is one of the most popular artificial intelligence project
ideas for the students of top engineering colleges Jaipur as it is applicable
to multiple industries. This technique is used by social media companies, face
scanning in colleges, healthcare apps like Face2Gene, and even the tech giant,
Apple, that uses facial recognition to unlock iPhone X.
3. AI-Powered Automation
System
This system can be used especially in the banking and finance industry where multiple transactions take place in a day. AI can be leveraged to detect fraud in transactions, if it has already taken place or if it is about to take place. The AI-powered automation system has automation software that makes use of a search engine. These tasks are automated along with email and phone services.
For instance, as you call the
bank, you will contact the chatbots first. These chatbots will recognize your
query and provide the correct response. If it is unable to do so, you will be
then directed to the human customer care representative.
4. Wine Quality Analyzer
Now this one is the most
interesting project idea. By using a specific set of data, students of
engineering colleges Jaipur can know the quality of the wine. But here we are
talking about alcohol percentage, pH content, amount of acidity and a lot more.
Using artificial intelligence, students of the BTech Colleges in India can
easily test the wine’s quality based on these factors. You can use different
architectures to see how the algorithm works in each case. This is definitely
one of the most creative Artificial Intelligence project ideas out there.
5. Advertising and Product
Suggestions
The use of AI in digital
marketing, adverts and product suggestions takes this domain to a different
level altogether. The moment an individual start exploring a website to check
out some items to purchase, the algorithm scans from a pile of ads and
recommends the most relevant ads that you might be interested in. These
advertising and product suggestions are used by tech giants like Google and
Amazon wherein they rely on ads for marketing their product.
6. Essay graders and
Plagiarism Analyzers
Grading the essays written by
students of Top BTech College in Rajasthan
takes a lot of time if done manually. Also, it is next to impossible to check
plagiarism on every tool available to test if the content is authentic. This
brings us to the need for essay graders and plagiarism analyzers. Essay graders
that are powered by AI can be of great help to professors in grading the
students in a shorter span of time. Also, the plagiarism analyzers that AI are
capable of scanning enormous online content to check for duplicacy.
7. Sales Predictor
There is always a surplus stock
of products there. This is where the sales predictor comes and extends a
helping hand. The data sets of these big markets are easily available on the Internet.
By creating a sophisticated algorithm, students of best BTech colleges can
predict sales from a large data set. This is another good AI project that will
teach them to work with different algorithms and know their impact.
Conclusion
A beginner in AI is good to
practice by working on different projects. This will improve your conceptual
knowledge too and give you more confidence to aim for creating more advanced
projects. The next step towards learning more about AI projects is by enrolling
in The Post Graduate Program in Artificial Intelligence and Machine Learning
for Business Applications at top
engineering college in Jaipur
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