Projects

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

Bootstrap
HTML and CSS

Use JS to validate an HTML Form

beginner

Use Javascript to validate the inputs of an HTML form (on submit)

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REST
Python
Node

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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Data Science
Machine Learning

Random Forest Project Tutorial

beginner

Use Random Forest algorithm to predict a marketing campaign success by predicting the campaign impressions

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Data Science
Python
Flask

ML web app using Streamlit tutorial

beginner

Use Streamlit to build an interactive web application that integrates a machine learning model. This will allow users to input data, make predictions, and visualize results in a user-friendly interface.

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GitHub
Markdown
Resume

Optimize your Github Profile

beginner

Build a customized github profile that stands out and showcases how you are, your projects and skills. Overall having a fun and friendly profile for recruiters and other developers to visit.

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Heroku.com
Data Science
Numpy

Machine Learning Final Project

beginner

Learn to build your own end-to-end Machine Learning project: define a real-world problem, collect and process data, train and optimize a model, and deploy a web app to showcase it. Work collaboratively, apply your skills, and present your solution like a pro!

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Data Science
Machine Learning
Logistic Regression

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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HTML and CSS
HTML-and-CSS

Create a HTML5 form

beginner

Build a complete HTML5 form using various input types, including text, email, date, number, and more. Ensure proper validation and formatting while optionally using Bootstrap for styling and layout.

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Markdown
Resume
Networking

Mapping your future career in tech

beginner

Map your career to properly plan your job-search and find jobs that align with your skills and expectations

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Data Science
Machine Learning

Time Series Project Tutorial

beginner

This project focuses on using time series analysis techniques for water detection.

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Pandas
matplotlib
Python

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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Data Science
Machine Learning

image-classifier-project-tutorial

beginner

Build an image classifier using deep learning! This project involves exploring a dataset, modeling with a neural network, and optimizing results. Train a convolutional neural network (CNN) to classify dog and cat images, refine performance with techniques like data augmentation, and evaluate the model.

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UML
Typescript
Node

Data Modeling a StarWars Blog using Node and Typescript

easy

Use your recently acquired knowledge to build a detailed data model for your StarWars blog. Create the Entity Relationship Diagram (ERD) using TypeORM and a PostgreSQL database. Include tables like User, Character, Planet, and Favorite, defining their properties and relationships.

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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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coding standard guidelines

Coding Guidelines Challenge

beginner

Refactor your code to following industry best practices when coding

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Data Science
Python
Machine Learning

Build a linear regression model using pandas and python

beginner

Learn how to build a linear regression model from scratch: understand a new dataset, perform exploratory data analysis (EDA), model the data, and optimize your model. Discover how the $R^2$ evolves by adjusting the Lasso model's hyperparameter up to a value of 20.

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Machine Learning

Sales forecasting using arima time series modeling

beginner

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

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matplotlib
Pandas
Machine Learning

Decision Tree Project Tutorial

beginner

Use the decision tree algorithm to diagnose diabetes using patients' medical information from previous exams. Preprocess the dataset, train the model, analyze the results, and optimize the model to make predictions about the presence of diabetes.

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Resume Building

Build Your Full Stack Developer Resume

beginner

Build a Full Stack Developer Resume to showcase your skills, stand out from the crowd and land interviews

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Javascript
Python
Flask

Authentication system with Node and React.js

intermediate

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

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