Lessons, exercises, and projects about Machine learning

Browse our list of curated database of projects, exercises, and lessons to learn Machine Learning

Python

Data Science

Machine Learning

unknown

Use KNN algorithm to build a simple movie recommender system.

Start projectPython

Data Science

Machine Learning

unknown

Use Naive Bayes algorithm to classify apps reviews as good or bad.

Start projectPython

Data Science

Machine Learning

unknown

Use XGBoost algorithm to optimize your previous models done in Titanic dataset

Start projectPython

Data Science

Machine Learning

unknown

Use your new skills to help American Express improve their default prediction model.

Start projectPython

Data Science

Machine Learning

unknown

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.

Start projectPython

Data Science

Machine Learning

unknown

These are your machine learning final project instructions

Start projectPython

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

Start exercisePython

Numpy

Data Science

unknown

Prepare a real dataset to later train a machine learning model

Start projectPython

Flask

Data Science

unknown

Use Flask to create a machine learning web application to predict Titanic survival.

Start projectAlgorithms

Python

Machine Learning

unknown

Learn the basics on how to optimize or better build algorithms in python for Machine Learning

Start projectPython

Data Science

Machine Learning

unknown

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

Start projectdata-science

Python

Data Science

unknown

Use ARIMA model o create a cpu usage anomaly detection model.

Start projectPython

Data Science

Machine Learning

unknown

Use decision tree algorithm to diagnose diabetes by using patiente medical information from previous medical exams

Start projectData Science

Machine Learning

Logistic Regression

unknown

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.

Start projectPython

Data Science

Machine Learning

unknown

Use k-means algorithm to segment houses based on their coordinates.

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Data Science

Machine Learning

unknown

Create a url spam detector using NLP techniques and Support Vector Machine algorithm

Start projectmatplotlib

Pandas

Python

unknown

Use your numpy, pandas and matplotib skills to practice a little about descriptive statistics

Start projectPython

Data Science

Machine Learning

unknown

Use Random Forest algorithm to optimize your previous models done in Titanic dataset

Start projectPython

Flask

Data Science

unknown

Use Streamlit to create a machine learning web application.

Start projectPython

Data Science

Machine Learning

unknown

Use a deep learning algorithm to build an image classifier.

Start projectPython

Data Science

Machine Learning

beginner

Learn the basics and become comfortable using pandas for manipulating machine learning datasets.

Start exercise