3 Amazing Artificial Intelligence Projects Ideas
Quick Introduction for building projects in AI for beginners
Introduction
Artificial Intelligence is advancing throughout the world. According to a study by Creative Strategies, 97% of mobile users are using AI-enabled voice assistance. It is hard to find a society that doesn’t use AI techniques. This technique brings numerous benefits in a multitude of ways. It includes decision-making capabilities, diagnosis generation, identifying the relationship between causes and consequences, forecasting events, controlling devices such as smart sensors, mechanical arms, etc.
Why Should You Do An AI-based Project?
AI technologies have laid the foundation for many AI-powered software companies. And, software companies started looking for smart minds and intelligent ideas to meet the demand. As per the stats from McKinsey&Company, by 2030, above 375 million people have to adapt to AI-based careers to meet the future demand. Doing real-world AI-based projects is the best approach to gain the necessary skills, and it will help you get jobs in these sectors.
Interesting AI Projects
1. Detecting YouTube comment spam
The popularity of YouTube not only attracted genuine viewers but spammers as well. As a result, there is an increase in unwanted spam videos and comments. Here comes the importance of an AI-based YouTube spam comment detection model. In this AI project, you will be focusing on text and words and classify internet comments as spam or not spam. The spam detection model can be accomplished by using bag-of-words and random forest techniques. You can also predict positive and negative reviews with the Word2Vec approach and the k-nearest neighbour classifier in addition to spam detection.
2. Predicting user’s next location
Predicting the user’s most probable next location (next summer vacation, holidays, etc.) becomes an important requirement to make decisions for future services. These services include healthcare applications, network management, travel management, and so on. Working on this AI project model will help you to understand the LempelZiv (LZ) algorithm, Markov Model (MM), Neural Networks (NNs), Bayesian Networks, and Association rules.
3. Identifying the genre of a song
In this AI project, you will be identifying the genre of a song using an artificial neural network. You will be using Librosa (python library) to extract features from the song and Mel-frequency cepstral coefficients (MFCC) to detect the music genre.
That’s all folks
Thank you so much for reading till the end. I hope you found this piece insightful. Let me know in the comments if I missed out on something. See you in the next edition.