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