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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.

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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

  • coding standard guidelines

Coding Guidelines Challenge

  • beginner

Refactor your code to following industry best practices when coding

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  • Data Science

  • Machine Learning

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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  • Data Science

  • Machine Learning

Alternative time series project

  • beginner

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

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  • Data Science

  • Machine Learning

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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  • Resume Building

  • Software Developer Resume

  • Resume

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

  • Node

  • JWT

JWT Authentication with Node and React

  • 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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  • Javascript

  • ReactJS

Todolist Application Using React

  • intermediate

Create a simple todo web app using the React.js framework

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  • REST

  • Python

  • Flask

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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  • Python

  • Flask

  • Data Science

ML web app using Streamlit tutorial

  • beginner

Use Streamlit to create a machine learning web application.

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  • GitHub

  • Resume Building

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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  • Python

  • Data Science

  • Machine Learning

Machine Learning Final Project

  • beginner

These are your machine learning final project instructions

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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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  • Bootstrap

  • ReactJS

Personal Portfolio with React

  • easy

Steps to create your first personal porfolio using React.js

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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

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

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  • Data Science

  • Machine Learning

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

Use a deep learning algorithm to build an image classifier.

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  • UML

  • Node

  • Typescript

Data Modeling a StarWars Blog using Node and Typescript

  • easy

Use your recently adquired knowledge to build a data-model for your starwars blog

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  • Data 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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