PyCon [Portland, OR] conference
As a multi paradigm language, Python has great support for functional programming. For better or for worse, leading data libraries such as Pandas eschew the this style for object-oriented programming. This tutorial will explain how to take advantage of Pyt…
PyCon ZA [Cape Town, South Africa] conference
Attendees will learn what data and data mining are, why they are important. They will learn some basic functional programming idioms and see how it is ideally suited to data mining. They will also see in what areas the 20lb gorilla (Pandas) shines and when…
PyCon ZA [Cape Town, South Africa] conference
Attendees will learn what streams are, how to process them, and the benefits of stream processing. They will also see that most data isn't 'big data' and therefore doesn't require complex (java) systems (cough spark and storm cough) to process …
LambdaConf "A Functional Programming Approach To Data Processing In Python" tutorial materials
LambdaConf "A Functional Programming Approach To Data Processing In Python" tutorial materials
code for "Using Functional Programming for efficient Data Processing and Analysis" PyCon '17 tutorial
code for "Using Functional Programming for efficient Data Processing and Analysis" PyCon '17 tutorial
Jupyter notebooks and data for "Data Mining and Processing for fun and profit" PyConZA16 tutorial
Jupyter notebooks and data for "Data Mining and Processing for fun and profit" PyConZA16 tutorial
Materials for the DevCraft workshop on stream processing
Materials for the DevCraft workshop on stream processing
8th Light University [Chicago, IL] meetup
Chances are, you've heard about stream processing frameworks such as Spark and Storm. While popular, these tools are complex and usually overkill. This talk will show that you don't have to struggle with bloated frameworks to process data streams. In the p…
GeoPython [Basel, Switzerland] conference
This talk will demonstrate how to use Python to efficiently analyze GeoJSON data. Additionally, it will introduce meza: a pure python, data analysis library and alternative to Pandas. Complete with various examples, I wil…
Python Exposé [Nairobi, Kenya] meetup
This talk will showcase various data science tools and processes from screen scraping to functional programming. Assuming the role of agent 0111, you the audience will traverse a series of case studies and demonstrations to unravel a mystery.
DevCraft [Nairobi, Kenya] conference
Attendees will learn what streams are, how to process them, and the benefits of stream processing. They will also see that most data isn't 'big data' and therefore doesn't require complex (java) systems (cough spark and storm cough) to process …
Arusha Coders [Arusha, Tanzania] meetup
This month we will discuss functional programming and stream processing (plus demo a stream processing library created by Reuben)