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
numpy
pandas

Real Estate Data Cleanup

easy

Prepare a real dataset to later train a machine learning model

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python
numpy
pandas

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
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
numpy
pandas

Probability Exercises Project in Python

beginner

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

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python
numpy
pandas

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
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

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

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

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
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
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
data-structures
json

Queue Managment CLI with Python

intermediate

Terminal-based queue management application

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flask
python
apis

Family Static API with Flask

beginner

Create an API to show family members

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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
command-line
arrays

Compression Algorithm w/Python

beginner

Building a Compression Algorithm using Python and Emojis

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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
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
numpy
calculus

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
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
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
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

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
machine-learning
datas-science

Image Classifier Project Tutorial

beginner

Use a deep learning algorithm to build an image classifier.

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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
command-line
csv

TicTacToe CLI with Python

beginner

Create a TicTacToe List CLI using Python

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flask
python
javascript

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
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
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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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
flask
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
machine-learning
datas-science

K-nearest neighbors Project Tutorial

beginner

Use KNN algorithm to build a simple movie recommender system.

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flask
python
apis

Family Tree Static API with Flask

beginner

Create an API to read from a family tree structure

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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
numpy
pandas

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
flask
REST

Build a StarWars REST API

easy

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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

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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