Data Science Projects Dec 06, 2018 An Intro to Deep Learning in Python Nearly every projection has the deep learning industry expanding massively over the next decade. Haven't started learning yet? Here's where you start.
Machine Learning Jan 03, 2018 Learning Curves for Machine Learning This tutorial uses a real world data set to teach you how to diagnose and reduce bias and variance, for more accurate machine learning models.
Machine Learning Aug 30, 2017 Machine Learning Fundamentals: Predicting Airbnb Prices Learn about machine learning and build your very first model from scratch to predict Airbnb prices using k-nearest neighbors.
Motivation Jan 05, 2017 The Six Elements of the Perfect Data Science Learning Tool Learn about the key elements that the ideal data science learning tool should have to help you get a job, and what we're doing to incorporate these elements.
Data Cleaning Dec 27, 2016 Preparing and Cleaning Data for Machine Learning Learn how to prepare data, the first step in a machine learning project. Includes feature selection and converting ordinal and nominal features.
Portfolio Jul 04, 2016 Building a data science portfolio: Machine learning project Learn how to build an end to end machine learning project—a key part of any data science portfolio.
Kaggle May 02, 2016 How to Get Into the Top 15 of a Kaggle Competition Using Python Learn how to place in the top 15 of the Kaggle Expedia competition using Python, pandas, scikit-learn and more.
Learn Python Jan 10, 2016 Python for data science: Getting started Use our tutorial to get started using Python for data science. We also cover pandas, Jupyter, and Matplotlib.
Machine Learning Oct 20, 2015 Machine Learning with Python: A Tutorial This tutorial gets you started using machine learning with Python, Pandas, and scikit-learn.