Practice Python building interactive projects

What to build with Python

Practice and develop your coding skills by building real live interactive autograded projects with solutions and video tutorials

  • python

  • machine-learning

  • datas-science

Machine Learning Final Project

  • beginner

These are your machine learning final project instructions

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  • python

  • machine-learning

  • datas-science

ML web app using Streamlit tutorial

  • beginner

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

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  • python

  • flask

  • machine-learning

ML web app using Flask tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

Image Classifier Project Tutorial

  • beginner

Use a deep learning algorithm to build an image classifier.

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  • python

  • machine-learning

  • datas-science

Alternative time series project

  • beginner

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

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  • python

  • machine-learning

  • datas-science

Time Series Project Tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

K-means Project Tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

K-nearest neighbors Project Tutorial

  • beginner

Use KNN algorithm to build a simple movie recommender system.

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  • python

  • machine-learning

  • datas-science

NLP Project Tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

Naive Bayes Project Tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

Boosting Algorithms Project Tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

Random Forest Project Tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

Decision Tree Project Tutorial

  • beginner

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

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  • python

  • machine-learning

  • datas-science

Regularized Linear Regression Project Tutorial

  • 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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  • python

  • machine-learning

  • datas-science

Linear Regression Project Tutorial

  • 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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  • python

  • machine-learning

  • datas-science

Logistic Regression Project Tutorial

  • 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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  • python

  • datas-science

  • data-processing

Data Preprocessing Project Tutorial

  • 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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  • python

  • HTTP

  • apis

Integrating with the Twitter API Project Tutorial

  • beginner

Connect with the Twitter API, retrieve the data and save it into a python pandas dataframe for easier manipulation and into a SQL database.

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  • python

  • beautiful-soup

  • web-scraping

Web Scraping with Python and Beautiful Soup

  • beginner

Use python and the beautiful soup library to download, scrape, clean and visualize the revenue information from Tesla

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  • python

  • sql

  • mariadb

Connecting to a SQL Database Project Tutorial

  • beginner

Create a SQL database using the MariaDB engine and using a professional python project structure that includes PIP and environment variables.

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  • python

  • big-o

  • machine-learning

algorithm-optimization-project-machine-learning

  • beginner

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

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  • python

  • pandas

  • numpy

descriptive-statistics-exercises-project-with-python

  • beginner

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

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  • python

  • pandas

  • numpy

Probability Distributions Exercises Project in Python

  • beginner

Use your numpy, pandas and matplotib skills to practice a little about probability distributions

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  • python

  • pandas

  • numpy

Probability Exercises Project in Python

  • beginner

Use your numpy, pandas and matplotib skills to practice a little about hypothesis testing with Annova and others

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  • python

  • pandas

  • numpy

Probability Exercises Project in Python

  • beginner

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

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  • python

  • calculus

  • pandas

Calculus and Algebra problems with Python

  • beginner

Use your numpy, pandas and matplotib skills to practice a little about calculus and algebra

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  • python

  • pandas

  • machine-learning

Real Estate Data Cleanup

  • easy

Prepare a real dataset to later train a machine learning model

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  • python

  • javascript

  • reactjs

Authentication system with Python Flask and React.js

  • beginner

Almost every website in the world has user authentication, in this project you have to implement user authentication using the Python Flask framework for building a backend REST API and React.js and sessionStorage API for the front end web application.

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  • python

  • flask

  • REST

Build a StarWars REST API

  • easy

The StarWars Blog API will let you practice building a REST API using lightweight API frameworks like Express (for node) or Flask (for python) using SQLAlchemy ORM and Python language. while building a fun blog. Ideal for juniors looking to practice API development in python.

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  • python

  • flask

  • REST

Build a StarWars REST API

  • easy

The StarWars Blog API will let you practice building a REST API using lightweight API frameworks like Express (for node) or Flask (for python) using SQLAlchemy ORM and Python language. while building a fun blog. Ideal for juniors looking to practice API development in python.

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  • javascript

  • python

  • flask

Todo List API + VanillaJS Front

  • intermediate

Let's build a todo list from zero to publish using a Python Flask API and a Vanilla.js front-end

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  • python

  • sql

  • uml

Building Instagram.com Database Model

  • easy

Use your recently adquired knowledge to build instagram.com user stories

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  • flask

  • python

  • json

Family Static API with Flask

  • beginner

Create an API to show family members

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  • python

  • flask

  • REST

Contact List API

  • intermediate

Using the Flask o Django library in Python, create an API that supports: Creating, Updating, Reading and Deleting contacts.

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  • flask

  • python

  • json

Family Tree Static API with Flask

  • beginner

Create an API to read from a family tree structure

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  • python

  • flask

  • json

Todo List API

  • intermediate

Build a Todo List API using Flask or Django

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  • python

  • flask

  • json

Queue Managment API

  • intermediate

Develop and API that integrates with Twilio.com to recreate a Queue Managment System similar to

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  • python

  • flask

  • REST

Todo List API with Python Flask Interactive

  • easy

Create a Todo list API Interactively using Python language and the Flask Framework

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  • python

  • HTTP

  • http-request

Create a Dictionary Terminal APP

  • easy

Conect to the UrbanDictionary.com API to create an app that can be used from the terminal to retrieve meanings of words

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  • python

  • command-line

  • csv

TicTacToe CLI with Python

  • beginner

Create a TicTacToe List CLI using Python

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  • python

  • command-line

  • arrays

Compression Algorithm w/Python

  • beginner

Building a Compression Algorithm using Python and Emojis

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  • python

  • http-request

  • data-structures

File Hierarchy Report

  • easy

Scanning files in a computer and building a report based on the findings

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  • python

  • data-structures

  • json

Queue Managment CLI with Python

  • intermediate

Terminal-based queue management application

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  • python

  • command-line

Random Card Generator CLI

  • beginner

Use your Python skills to randomly draw a poker card on every time the algorithm runs

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  • python

  • cmd

  • command-line

The Excuse Generator CLI (python)

  • beginner

Disneyland for procrastinators. This excuse generator in python takes no more than 20 lines of code and can save you for the rest of your life!

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  • python

  • command-line

  • csv

Todo List CLI with Python

  • beginner

Todo List CLI using Python

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  • python

  • HTTP

  • http-request

Todo List CLI on the Cloud

  • easy

Todo List CLI using saving and retrieving the Todo's on the cloud

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