Browse our list of curated database of projects, exercises, and lessons to learn Data Science
Python
Data Science
Machine Learning
easy
Use k-means algorithm to segment houses based on their coordinates.
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Data Science
Machine Learning
easy
Create a url spam detector using NLP techniques and Support Vector Machine algorithm
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Data Science
Machine Learning
easy
Use a dataset with a lot of variables to practice your regularized linear regression skills and select only some of the features for your model
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Python
Data Science
easy
Use ARIMA model o create a cpu usage anomaly detection model.
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Data Science
Machine Learning
easy
Use decision tree algorithm to diagnose diabetes by using patiente medical information from previous medical exams
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Machine Learning
Logistic Regression
intermediate
Logistic Regression is the ideal first algorithm to learn how to model. Without doing much cleaning, train your model and optimize until you are satified with your evaluation and results.
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Numpy
Data Science
intermediate
This interactive tutorial will help you become familiar on it, master the most used functionalities and help you clean up your first datasets
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Data Science
Machine Learning
easy
Use KNN algorithm to build a simple movie recommender system.
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Data Science
Machine Learning
easy
Use Naive Bayes algorithm to classify apps reviews as good or bad.
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Data Science
Machine Learning
easy
Use Random Forest algorithm to optimize your previous models done in Titanic dataset
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Flask
Data Science
easy
Use Streamlit to create a machine learning web application.
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Data Science
Machine Learning
easy
Use a deep learning algorithm to build an image classifier.
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Data Science
Data Processing
easy
This is a dataset that contains Airbnb data on New York City. You will use it to practice your new EDA (exploratory data analysis) and data wrangling skills.
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Numpy
Data Science
easy
Prepare a real dataset to later train a machine learning model
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Flask
Data Science
easy
Use Flask to create a machine learning web application to predict Titanic survival.
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Data Science
Machine Learning
easy
Use XGBoost algorithm to optimize your previous models done in Titanic dataset
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Data Science
Machine Learning
easy
Use your new skills to help American Express improve their default prediction model.
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Data Science
Machine Learning
easy
How much will your insurance cost based on a set of variables? Use this small dataset to model the relationship between several explanatory variables and a numerical target using a linear regression algorithm.
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Data Science
Machine Learning
easy
These are your machine learning final project instructions
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Data Science
Machine Learning
beginner
Learn the basics and become comfortable using pandas for manipulating machine learning datasets.
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