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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.

Data Science and Machine Learning - 16 wks

Full-Stack Software Developer - 16w

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Social & live learning

The most efficient way to learn: Join a cohort with classmates just like you, live streams, impromptu coding sessions, live tutorials with real experts, and stay motivated.

Projects

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

  • python

  • machine-learning

  • datas-science

Random Forest Project Tutorial

  • beginner

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

Start project
  • flask

  • python

  • machine-learning

ML web app using Streamlit tutorial

  • beginner

Use Streamlit to create a machine learning web application.

Start project
  • resume-building

  • github

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.

Start project
  • python

  • machine-learning

  • datas-science

Machine Learning Final Project

  • beginner

These are your machine learning final project instructions

Start project
  • machine-learning

  • datas-science

  • 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.

Start project
  • bootstrap

  • reactjs

Personal Portfolio with React

  • easy

Steps to create your first personal porfolio using React.js

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  • html-css

  • layouts

  • flex-box

Simple Instagram Photo Feed with HTML/CSS

  • beginner

Very simple instagram simulation to understand the basics of CSS and HTML5 and how to use them together to create a website.

Start project
  • python

  • machine-learning

  • datas-science

Time Series Project Tutorial

  • beginner

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

Start project
  • 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

Image Classifier Project Tutorial

  • beginner

Use a deep learning algorithm to build an image classifier.

Start project
  • node

  • javascript

  • typeOrm

Data Modeling a StarWars Blog using Node and Typescript

  • easy

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

Start project
  • 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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  • node

  • REST

  • apis

Create an API Rest in NodeJs with ExpressJS

  • beginner

Describe your proyect with 250 chars max

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  • html-css

  • javascript

  • the-dom

Code an Excuse Generator in Javascript

  • beginner

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

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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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  • 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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  • reactjs

  • node

  • javascript

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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  • reactjs

  • javascript

Todolist Application Using React

  • intermediate

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

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  • markdown

  • yml

Learn in Public

  • easy

Build the first version of your student external profile that recruiters will see

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