Create a Predictive Health Dashboard, a Chatbot, and More (August 2016 Newsletter)

This month we feature three guest posts from the Algorithmia community: a tutorial for creating a predictive health dashboard, an algorithm to predict Python code using deep learning, and how to build a chatbot that summarizes text. Want to write a guest post for the blog? Let me know!

Also, we compile our favorite public datasets, and do a quick natural language processing analysis of Trump, Twitter, and profanity. Plus, three of our favorite new algorithms.

Have a question? Let us know @Algorithmia.

Tutorial: Tracking Health Trends in Real-Time

Create a real time health dashboard with predictive algorithms

In this tutorial, we’re going to build a real-time health dashboard using predictive algorithms to track a person’s blood pressure trends over time. Read more

Python Code Suggestions Using Deep Learning

Algorithm for predicting Python Code

The Python Code Prediction microservice using a Long Short-Term RNN to predict the next sequence of Python code. Useful for code editors and IDEs. Read more

An NLP Approach to Analyzing Twitter, Trump, and Profanity

Analyzing Twitter for Profanity

Who swears more? Do Twitter users who mention Donald Trump swear more than those who mention Hillary Clinton? Let’s find out by taking a natural language processing approach (or, NLP for short) to analyzing tweets. Read more.

Machine Learning Datasets For Data ScientistsDatasets for Machine Learning and Data Scientists

Whether you’re new to machine learning, or a professional data scientist, finding a good machine learning dataset is the key to extracting actionable insights. We’ve compiled 11 of our favorite publicly available datasets. Read more.

Create a Chatbot to Summarize Text

Build a chatbot using Algorithmia and Telgram

In this step-by-step tutorial, we’ll show you how to create a chatbot in Python using Algorithmia and Telegram Messenger that summarizes text. Read more

Featured Algorithms

404 Error Scanner – A microservice makes finding and fixing broken links easy.
Why You Need It: Identify link rot on your site, improve search engine rankings, and provide a positive experience to users and customers. Get it here.

Smart Image Downloader – Download and generate permalinks to images.
Why You Need It: Easily save images from the web. Get it here.

Programming Language Identification – Detect the programming language from source code.
Why You Need It: Identify unlabelled code with ease. Get it here.

Don’t Know Where to Start?

Start here, or just reply to this email, and let us know what you’re looking for. We’d be happy to help.

  1. Getting Started Guide
  2. Developer Center
  3. API Documentation

–Matt from Algorithmia

Product manager at Algorithmia helping to give developers super powers.

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