Detailed guide to using Dask for data science and machine learning

Using Dask for Data Science and Machine Learning

Have you wondered whether there could be an ultimate solution to speed up your data science work via parallelizing Pandas and NumPy? Can you boost... Details
Anomaly Detection Transform in ML.NET

Anomaly Detection Transform in ML.NET

Jon Wood has just posted this excellent video (and related code) on using an ML.NET transform to detect anomalies in time series data. Details
Brent Ozar on NoLock, Stoicism, and Playing Country Music Backwards

Brent Ozar on NoLock, Stoicism, and Playing Country Music Backwards

In this episode of Data Driven, Frank and Andy catch up with Brent Ozar and have a laugh or two at Silverlight's expense, NoLock, and... Details
Inspiration with John Lee Dumas and Tech Intensity with Data Soup

Inspiration with John Lee Dumas and Tech Intensity with Data Soup

As we begin season 3 of Data Driven, Frank and Andy wanted to bring it back to the guy who inspired the entire show: John... Details
Modeling and Querying Data at Scale with Azure Time Series Insights

Modeling and Querying Data at Scale with Azure Time Series Insights

Time Series Model enables customers author and manage metadata and computations and associate it with the telemetry ingested from IoT devices. This helps convey semantics... Details
Maintainable Code in Data Science

Maintainable Code in Data Science

In this PyData London talk,  Kevin Lemagnen covers something that I’ve long wondered about: the maintainability of code created in data science projects. Notebooks are... Details
Random Forest for Beginners

Random Forest for Beginners

Stemplicity has a great introductory video on random forests. Details
25 Python Pandas Tricks

25 Python Pandas Tricks

Kevin from Data School shares 25 tricks for Pandas. Details
Introduction to Data Analysis

Introduction to Data Analysis

In this video, Computerphile explores how data analysis works and has already been deeply embedded into all of our lives. Details
Advanced operational analytics with Azure Time Series Insights

Advanced operational analytics with Azure Time Series Insights

You can now derive rich insights from your IoT data in Azure Time Series Insights using advanced visualization options. The team has introduced  several new... Details