Browse our list of curated database of projects, exercises and lessons to learn Data Science
python
flask
machine-learning
beginner
Use Flask to create a machine learning web application to predict Titanic survival.
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machine-learning
datas-science
beginner
Use XGBoost algorithm to optimize your previous models done in Titanic dataset
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machine-learning
datas-science
beginner
Use your new skills to help American Express improve their default prediction model.
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machine-learning
datas-science
beginner
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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machine-learning
datas-science
beginner
These are your machine learning final project instructions
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numpy
machine-learning
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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numpy
pandas
easy
Prepare a real dataset to later train a machine learning model
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machine-learning
datas-science
beginner
Use k-means algorithm to segment houses based on their coordinates.
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machine-learning
datas-science
beginner
Create a url spam detector using NLP techniques and Support Vector Machine algorithm
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machine-learning
datas-science
beginner
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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machine-learning
datas-science
beginner
Use ARIMA model o create a cpu usage anomaly detection model.
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machine-learning
datas-science
beginner
Use decision tree algorithm to diagnose diabetes by using patiente medical information from previous medical exams
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machine-learning
datas-science
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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machine-learning
datas-science
beginner
Use KNN algorithm to build a simple movie recommender system.
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machine-learning
datas-science
beginner
Use Naive Bayes algorithm to classify apps reviews as good or bad.
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pandas
machine-learning
beginner
Learn the basics and become comfortable using pandas for manipulating machine learning datasets .
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machine-learning
datas-science
beginner
Use Random Forest algorithm to optimize your previous models done in Titanic dataset
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machine-learning
datas-science
beginner
Use Streamlit to create a machine learning web application to predict Titanic survival.
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machine-learning
datas-science
beginner
Use a deep learning algorithm to build an image classifier.
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datas-science
data-processing
beginner
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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