Top Machine Learning Projects For Beginners
Hello dear friends.
For many people just starting to learn machine learning, one of the main challenges is what projects to do that can help them. In this post, I am going to introduce and suggest some of these projects to you so that you can deal with different models and their challenges.
1- Prediction of house price:
There are many datasets that you can use for this model. After completing this project, you can learn a lot about the challenges and issues related to regression.
2- Stock Prices Predictor using TimeSeries:
You will overcome many challenges by doing this project. In this project, you predict the future stock price by examining the performance of a company in past time periods. Working with time series can be one of the most important skills needed by data scientists.
3- Movie recommender model:
Many big sites use recommender systems to increase their efficiency in order to serve their customers better, and on the other hand, to generate more sales and income for themselves. One of the projects that can help you to become more familiar with recommender systems is the movie recommender project.
4- Breast Cancer Prediction:
In this project, you will learn about the challenges and use of machine learning in medicine. The prepared dataset includes many different things about a large number of patients, including tumor size, blood type, being a smoker, and...! You can predict whether a new patient has breast cancer or not by examining these cases and making a model. This project will help you to become more familiar with classified data.
5- Detecting human activity using smartphone data sets:
The smartphone dataset consists of fitness activity recordings of 30 people activated via smartphone with inertial sensors. This machine learning project aims to build a classification model that can accurately identify human fitness activities. Working on this machine learning project will help you understand how to solve multi-classification problems.
I have already modeled many of the above items in my Kaggle account. If you like, you can take a look and get ideas. Remember that these are just a few examples of projects that can help you!
The best way to progress in machine learning is just practice, practice, practice, and practice!
I hope this post was helpful to you.
Yours sincerely
Mehdi Navaei
My Kaggle:
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https://www.kaggle.com/mahdinavaei
AI & Data Analysis Enthusiast Driven by a passion for data and AI, I am focused on developing skills in data analysis and machine learning to solve real-world problems
2 年thanks for sharing this post 1. Prediction of house price 2. Stock Prices Predictor using TimeSeries 3. Movie recommender model 4. Breast Cancer Prediction 5. Detecting human activity using smartphone data sets #machinelearning
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Data Scientist | Data Analyst | Machine Learning Engineer
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