Privacy in Data Science

Privacy in Data Science

Siraj Raval explores the thorny world of privacy in data science. In this video, he demos three privacy techniques; differential privacy, secure multi party computation,... Details
How the Azure ML Data Prep SDK Will Make Your Life Easier

How the Azure ML Data Prep SDK Will Make Your Life Easier

As anyone in this space can tell you, data preparation can be a very time consuming and error prone part of the advanced analytics process. In... Details
Building Your Own Data Science Platform With Python and Docker

Building Your Own Data Science Platform With Python and Docker

Here's an interesting talk from PyCon Germany by Joshua Görner, a Data Scientist at BMW. From the video description: Interactive notebooks like Jupyter have become more... Details
Basics of Excel VLOOKUP and HLOOKUP Explained

Basics of Excel VLOOKUP and HLOOKUP Explained

Excel may be the most widely deployed data management tool in the world. While many people use it, few people understand its more complex features,... Details
Siraj Raval on Time Series Prediction

Siraj Raval on Time Series Prediction

Time series is the fastest growing category of data out there! It's a series of data points indexed in time order. Often, a time series... Details
Live from University of Virginia’s Datapalooza

Live from University of Virginia’s Datapalooza

While Andy and Tim are living it up at the PASS Summit in Seattle, I was at the University of Virginia today running a hands-on-lab showing... Details
Python Course for Beginners

Python Course for Beginners

Python has quickly risen to be the top language for AI and Data Science. A few years ago, the question was "should I learn Python?"... Details
Reflecting on Data Collection in the Wake of Hurricane Florence

Reflecting on Data Collection in the Wake of Hurricane Florence

Hurricane Florence hit the US East Coast nearly seven weeks ago, yet the cleanup is on going and many people's lives are still not back... Details
All About that Bayes

All About that Bayes

In case my previous post had left you wanting to know more about Bayes' Theorem. With apologies to Meghan Trainor. Details
A Friendly Introduction to Bayes Theorem and Hidden Markov Models

A Friendly Introduction to Bayes Theorem and Hidden Markov Models

Here's a great introduction to Bayes Theorem and Hidden Markov Models, with simple examples. If you understand basic probability, then you can follow along. Details