Introduction
With AI being a hot topic, machine learning is experiencing significant growth in popularity. It plays a crucial role in understanding trends and behaviors through datasets. Companies like Google, Facebook, and Uber rely on machine learning for their operations. If you’re new to machine learning and want to pursue a career in this field, consider enrolling in valuable courses in AI & ML offered by Great Learning.
Getting hands-on experience through projects is essential in mastering machine learning. Quality projects can help you understand real-world problems and their solutions. Here are the top 10 trending machine learning projects to get you started:
Here is a list of the top 18 Machine Learning Projects
- Movie recommendation System Using ML
Building a movie recommendation system is a common project to start with. You can use datasets like MovieLens or TasteDrive to recommend movies based on user preferences and browsing history.
Dataset
You can preprocess data from datasets like MovieLens to suggest movies and track popular genres.
- Image Cartooning System Using ML
Creating an image cartooning system using machine learning can be a fun project. You can use methods like White Box Cartoonization or build a Python model with OpenCV for cartoonifying images.
Dataset
Use datasets like Imagenet or Tbi for training your ML model for image cartooning.
- Iris Flower Classification Project
Classifying iris flowers based on petal and sepal length is a popular ML project. You can use the iris dataset and neural networks for classification.
Dataset
The iris dataset contains information on three types of iris flowers – setosa, versicolor, and virginica. You can use this dataset for training your ML model.
- A Dash visualizing and forecasting stock scenario
Creating a stock forecasting system using Dash and ML models can be a valuable project. Collect stock data from platforms like Google Finance and use ML algorithms to predict stock prices.
Dataset
Collect stock data from online trading sites for training your ML model for stock price forecasting.
