In Machine Learning, we use data and algorithms to build intelligent systems. If you are new to machine learning, you need to work on beginner-level machine learning projects to understand how to use machine learning algorithms on datasets to solve problems. So if you’re looking for project ideas as a machine learning beginner, this article is for you. In this article, I’ll introduce you to some of the best machine learning project ideas for beginners.
Machine Learning Project Ideas for Beginners
Cryptocurrency Price Prediction
Cryptocurrency price prediction is the problem of regression analysis and time series analysis. Here you have to predict the price of a cryptocurrency for the next n number of days using the historical prices of the cryptocurrency. This is a popular case study for beginners in the data science community, so you can easily get plenty of resources on the internet to learn more about predicting the future prices of cryptocurrencies. You can find a tutorial on cryptocurrency price prediction here.
Iris Flower Classification
The classification of iris flowers is a multiclass classification problem in machine learning. It is one of the most popular case studies in the data science community. Here you need to classify the iris species using the data on the characteristics of different species of the iris flower. As this is a popular data science case study, you will get many resources on the internet to solve the iris flower classification problem. You can find a tutorial on this machine learning project for beginners here.
Article Recommendation System
Recommender systems are amazing applications of machine learning. If you’re a beginner and want to learn how recommender systems work, you should try creating an article recommendation system. Here you need to find similarities between different articles to recommend similar articles to a user. You can learn how to create an article recommendation system as a machine learning beginner from here.
So these were some of the best machine learning project ideas that you can try as a beginner. If you are new to machine learning, you need to work on beginner-level machine learning projects to understand how to use machine learning algorithms on datasets to solve problems. I hope you liked this article on machine learning project ideas for beginners. Feel free to ask valuable questions in the comments section below.