Articles · points of view · data hacks
Points of view for leaders, practical data hacks for practitioners, and conversations from our webinars and podcast.
Data Hacks · Jun 2021
Jupyter Notebook is an effective tool to explore and visualize data, but unlike calling a .py file, it requires additional steps for a particular Jupyter notebook…
Read →Data Hacks · Jun 2021
Apple's latest M1/BigSur Macbook has created many troubles for data science professionals when it comes to building basic data science libraries or even basic things like…
Read →Data Hacks · Jun 2021
Today, we are diving into the third part of this topic and talk about a library that would help us to handle data that can't fit…
Read →Data Hacks · May 2021
Today we would like to cover the second way of handling data that can't fit into memory -- down casting data types. This is a very…
Read →Data Hacks · May 2021
Often times, data professionals need to deal with data sizes that are larger than their local machine's memory. How to efficiently manage memory while being able…
Read →Data Hacks · May 2021
We were told tuples are immutable data structures when we first learned Python, but this is not absolute. If you pass in a mutable data structure,…
Read →Articles · Apr 2021
The recent DataYap Virtual Conference brought together tech experts to delve into the latest trends in data science. From revolutionizing business techniques with data analytics to…
Read →Data Hacks · Apr 2021
In this continuation of our three-part series, we delve into the risks associated with using mutable data structures as default parameters in Python functions. Gain insights…
Read →Data Hacks · Apr 2021
In this edition of Data Hack Tuesday, we explore the common pitfalls associated with mutable data structures in Python. Dive into the concepts of reference, shallow…
Read →Data Hacks · Apr 2021
In this week's Data Hack Tuesday, we tackle the common challenge of mixed data types within columns in data tables. Explore three indispensable techniques for cleaning…
Read →Webinars · Apr 2021
In this episode of Data Simplified, we sit down with Dr. Troy Hernandez, a distinguished expert in the field with a PhD in Statistics and a…
Read →Data Hacks · Mar 2021
In Python, the choice between using lists and sets as data structures often depends on the specific task at hand. Lists are ideal for looping operations,…
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