Powerful technologies such as artificial intelligence and machine learning have created a tremendous impact in day-to-day life. Many people want to learn about the AI domain. Learning artificial intelligence is not as easy as it appears. However, it is not that tough either. Learning artificial intelligence is all about getting the basics clear. This can be done by selecting the right artificial intelligence curriculum and working on different hands-on projects.
The AI domain can be used for solving complex business problems. For doing this, it is crucial to have complete knowledge about the latest tools and technologies associated.
Here are the top 5 fascinating and interesting artificial intelligence project ideas that will assist you to understand the AI domain much better.
AI powered sales forecasting
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- You must have surely visited a mall or a supermarket at least once, right?
- There are so many different types of products available for customers to choose from. Even wondered how they manage the stock of so many products or keep a track of the sale of every item?
- AI powered sales forecasting using a sales predictor plays a crucial role in inventory and stock management.
- The datasets of large malls, supermarkets, and departmental stores are easily available online.
- Using these data sets, it is possible to keep a track of the sale of different products by creating powerful and sophisticated algorithms.
- This artificial intelligence project idea will help you to understand the AI domain and its impact by working with different AI algorithms.
Reinforcement learning to learn driving
- The main idea behind this artificial intelligence project is to help a driver drive the car on the race track by finding space to overcome the different barriers and obstacles.
- The use of reinforcement learning enables a driver to learn driving by finding a solution to a problem in the environment, i.e. how to drive through the obstacles that he finds on the racing track.
- Reinforcement learning is a branch of machine learning that makes use of various ML models to perform a suitable action in a particular situation depending on the existing environment to ensure that the end goal is achieved.
- The autonomous or driverless cars that we come across function on the basis of various reinforcement learning algorithms.
AI powered essay graders and plagiarism checkers
- Grading of essays written by students is quite time-consuming and a tedious process if done manually by the teachers.
- Another challenge is to check the authenticity of the content that is written using every plagiarism tool that is available.
- This is where AI powered essay graders and plagiarism checkers are really handy.
- AI powered essay graders can help teachers in grading the essays written by the students in a relatively short time duration which otherwise would require the entire day.
- Also, the AI powered plagiarism checkers scan the ocean of content available online to identify duplicate or plagiarized content from different sources.
AI powered automation system
- The use of AI powered automation systems can be seen in the banking and finance industry where several transactions take place in a day.
- The implementation of an automation system ensures that fraudulent transactions do not happen. Even if they do, they can easily be identified.
- The AI powered automation system consists of automation software that uses a search engine.
- For example, if you have any query regarding a product with the bank, you will first encounter a chatbot. Only if the chatbot is unable to answer the query, you will be redirected to a human agent.
- The use of chatbots is an example of an automation system powered by AI.
Wine quality prediction
- Who could have imagined that the quality of wine can be predicted using a specific data set?
- It is true that the quality of wine can be analyzed using artificial intelligence by considering different parameters such as the pH value, acidity, alcohol content, and many more.
- In this artificial intelligence project, wines can be categorized using a dataset to find out the best quality wine.
- Wine quality prediction and differentiation using artificial intelligence can be easily done using different machine learning algorithms.
- Wine quality prediction is an out-of-the-box project idea that is available.
If you have just started your journey in the world of artificial intelligence, it is best to work on different hands-on projects. This will make learning artificial intelligence a lot easier. You will be able to understand the AI domain much better when you have a combination of practical knowledge along with conceptual knowledge of artificial intelligence and machine learning.