Tag: Advanced

Python Machine Learning Tutorial: Predicting Airbnb Prices

Learn about machine learning in Python and build your very first ML model from scratch to predict Airbnb prices using k-nearest neighbors.

Tutorial: Text Classification in Python Using spaCy

Learn text classification using linear regression in Python using the spaCy package in this free machine learning tutorial.

Tutorial: Advanced Jupyter Notebooks

you’re doing data science in Python, notebooks are a powerful tool. This free Jupyter Notebooks tutorial has will help you get the best out of Jupyter.

Tutorial: Understanding Regression Error Metrics in Python

Error metrics are short and useful summaries of the quality of our data. We dive into four common regression metrics and discuss their use cases.

Tutorial: Learning Curves for Machine Learning in Python

This Python data science tutorial uses a real-world data set to teach you how to diagnose and reduce bias and variance in machine learning.

How I Built a Python Bot to Help Me Find an Apartment in San Francisco

Learn how to build and deploy an automated bot to identify the best rental properties using Craigslist, Slack, and Python.

Tutorial: Running a Dockerized Jupyter Server for Data Science

Learn to set up a Docker data science environment using Docker containers and the popular Jupyter Notebook in this free tutorial.

Tutorial: An Introduction to Apache Spark

Learn about Apache Spark, a powerful tool for data analysis on large datasets that’s faster than Hadoop.

Tutorial: K Nearest Neighbors in Python

Learn how to use the K-Nearest-Neighbors (KNN) technique and scikit-learn to group NBA basketball players according to their statistics.

Tutorial: Natural Language Processing with Python

This tutorial teaches you to predict upvotes on headlines from Hacker News using Natural Language Processing (NLP) with Python.

Tutorial: Predicting Movie Review Sentiment with Naive Bayes

Learn to predict sentiment in movie reviews with machine learning using naive bayes classifiction, Python, and scikit-learn.

Tutorial: K-Means Clustering US Senators

Learn to use K-means clustering in Python with this free tutorial that walks you through how to plot members of the US Senate.