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Courses

Explore our extensive collection of courses designed to help you master various subjects and skills. Whether you're a beginner or an advanced learner, there's something here for everyone.

Coding Bootcamp

Learn live

Join us for our free workshops, webinars, and other events to learn more about our programs and get started on your journey to becoming a developer.

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Learning library

For all the self-taught geeks out there, here is our content library with most of the learning materials we have produced throughout the years.

It makes sense to start learning by reading and watching videos about fundamentals and how things work.

Full-Stack Software Developer - 16w

Data Science and Machine Learning - 16 wks

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Projects

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

  • Javascript

  • React.js

Audio player like Spotify with React.js

  • intermediate

Use the audio tag to create your own music player

Start project

  • Data Science

  • Machine Learning

Naive Bayes Project Tutorial

  • beginner

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

Start project

  • Data Science

  • Python

  • Numpy

Probability Distributions Exercises Project in Python

  • beginner

Use your NumPy, Pandas, and Matplotlib skills to practice probability distributions. Complete the exercises in Python, follow the instructions to start, and submit your repository once finished. For additional help, refer to the provided solutions after attempting the problems.

Start project

  • Machine Learning

Boosting Algorithms Project Tutorial

  • beginner

Use XGBoost algorithm

Start project

  • 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.

Start project

  • 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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  • Machine Learning

Time Series Project Tutorial

  • beginner

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

Start project

  • Python

  • Flask

  • Machine Learning

ML web app using Flask tutorial

  • beginner

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

Start project

  • Data Science

  • Numpy

  • Machine Learning

Probability Exercises Project in Python

  • beginner

Test your skills with numpy, pandas, and matplotlib while exploring key probability concepts through data analysis and visualization of distributions.

Start project

  • node.js

  • ejs

  • Express

Create a form in Node.js

  • beginner

Create a form using the EJS (Embedded JavaScript templates) and Express.js to render the HTML/CSS, validate using Node

Start project

  • Back End

  • Data Science

  • SQL

Web Scraping Tesla revenues with Python and Beautiful Soup

  • beginner

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

Start project

  • coding standard guidelines

Coding Guidelines Challenge

  • beginner

Refactor your code to following industry best practices when coding

Start project

  • 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

Alternative time series project

  • beginner

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

Start project

  • Data Science

  • Machine Learning

NLP Project Tutorial

  • beginner

Create an NLP-based spam detection system using Support Vector Machine (SVM) to analyze and classify URLs as spam or not. Learn dataset preprocessing, feature extraction, model training, and optimization.

Start project

  • Data Science

  • Python

  • Machine Learning

Algorithm Optimization Project for Machine Learning

  • beginner

Learn how to optimize and build better Python algorithms for Machine Learning. Follow a step-by-step guide, improve code performance and master key techniques. Complete exercises, compare solutions and improve your skills.

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  • Data Science

  • Python

  • Numpy

Descriptive Statistics Exercises Project with Python

  • beginner

Use your NumPy, Pandas, and Matplotlib skills to practice a little about descriptive statistics

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  • Bootstrap

  • HTML and CSS

Use JS to validate an HTML Form

  • beginner

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

Start project

  • 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.

Start project

  • Machine Learning

Random Forest Project Tutorial

  • beginner

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

Start project
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