All Roadmaps

all beginner intermediate advanced

Pokemon Prediction using Machine Learning

Follow this guide to build your very own machine learning model

intermediate

Tools for Machine Learning w/ Python

You can follow this roadmap to get a brief overview about the tools used in ML.

beginner

Python Foundations

Introduction to Python is a resource for beginners who want to learn Python.

beginner

Intermediate Python Programming

Learn Python programming in depth by following this roadmap.

intermediate

Intermediate Back-end Development with Django

Learn the backend development of websites in depth with Django

intermediate

Introduction to Neural Networks and Deep Learning

Get started with Neural Networks and Deep Learning with this Roadmap.

intermediate

Machine Learning Algorithms With Sklearn

Here is how you can implement basic ML algorithms using Sci-kit learn

intermediate

Machine Learning Foundations

Learn the basic implementation of Machine Learning Algorithms from Scratch

beginner

Data Wrangling

Data wrangling involves cleaning messy data for easy usage.

intermediate

Building your Portfolio Website

Learn how to build your portfolio website and deploy it to GitHub!

intermediate

Mastering Git And Github

Everything you need to know about Git and Github

beginner

Get started with Django by building a Blog

Learn basics of Backend Development with Django

beginner

HTML, CSS and Bootstrap 101

This Roadmap contains the essentials to help you get started on front-end dev.

beginner

Math For Data Science

Essential Math for Data Science — ‘Why’ and ‘How’

beginner