Top 3 Machine learning projects that you should try as a beginner | by Ayrat Murtazin | Feb, 2024
Inventory worth predictions are primarily based on datasets from previous costs, volatility indices, and elementary indicators. Freshmen can begin small with a venture like this and use stock-market datasets to create predictions over the subsequent few months. Additionally, if you’re excited by shares and economic system this venture could be an fascinating collaboration. You may additionally attempt to create a bot utilizing your algorithm and let him commerce.
Inventory market database — https://www.quandl.com/
In an ideal world, it could be nice to filter tweets containing particular phrases and knowledge rapidly. Fortunately, there’s a beginner-level machine studying venture that lets programmers create an algorithm that takes scraped tweets which were run by way of a pure language processor to find out which had been extra more likely to match particular themes, discuss sure people, and so forth.
Sorting COVID-19 tweets — https://www.analyticsvidhya.com/blog/2021/02/sentiment-analysis-predicting-sentiment-of-covid-19-tweets/
I believe that this one is probably the most beginner-friendly venture. Freshmen may learn to flip pixel information into pictures, in addition to learn how to use logistic regression and MNIST datasets.
There are already some tasks out there on github: