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Introduction to Machine Learning Pipelines

Introduction Bob the data scientist is working on building a recommendation model for his e-commerce company. The model aims to find the most relevant content to recommend for each user, improvin...

Podcast 03 - Data Engineering, Privacy, and Governance with Hussein Danish & David Lum

Has the value of data inflated? Is regulatory compliance like GDPR working? What exactly is data engineering and what role do data engineers play in driving meaningful change in the data ecosystem?...

Introduction to ML Ops and its Applications

Machine Learning no longer solely inhabits the world of academia and research, it is now being actively applied in a wide range of industries and professions, impacting real world applications and ...

Podcast 02 - Cybersecurity in the Big Data Age with Omer Khan

Omer Khan is a Senior Security Engineer at SSENSE and a Global Shaper at the World Economic Forum. In his free, time he mentors students and hunts for cybersecurity bounties. In this episode, we pi...

End to End Encryption for All

The digital economy has been built on principles of unilateral trust. As a consumer, when you use an online software service, you have to trust the service provider to be responsible with your pers...

Synthetic Data 02 - Generating Synthetic Tabular Data

Prerequisite Knowledge Intermediate Machine Learning Basic Programming Introduction In our previous article, we introduced the concept of Synthetic data and its applications in data privacy...

Podcast 01 - Monetization on the Internet

This podcast is an extended discussion of the article Who’s Paying for All This Free Stuff?. We discuss how seemingly free products and services are monetized online, and how internet users can ben...

Who's Paying for All This Free Stuff?

Monetization on the internet has become such a confusing subject that it’s not trivial to understand how any of it works. Things seem especially bizarre when we try to apply real world logic to the...

Synthetic Data 01 - Applications in Data Privacy and Machine Learning

Prerequisite Knowledge Basic Machine Learning Basic Programming Introduction “Data is the new oil in the digital era” 1. Software engineers and data scientists often need access to large vo...