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Ten Areas of Data Engineering Every Team Should Excel At
Data engineering is undoubtedly one of the fastest-growing fields of technology and many companies are expanding the responsibility of their data teams to better manage the data stack. Gone are the days when it was simply batch-ingested ETL to analytics dashboards. Companies are increasingly seeking to... Read more
Emily Robinson on Building a Career in Data Science
There’s no right way to build a career in data science, as there are countless paths to get to countless roles. We recently had the chance to speak with Emily Robinson, senior data scientist, consultant, international speaker, and co-author of “Build a Career in Data Science,”... Read more
2022 Data Science Research Round Up: Highlighting ML, AI/DL, & NLP
As we say farewell to 2022, I’m encouraged to look back at all the leading-edge research that happened in just a year’s time. So many prominent data science research groups have worked tirelessly to extend the state of machine learning, AI, deep learning, and NLP in... Read more
Why Data Scale Size Matters When It Comes to Improving Deep Learning Model Stability
Deep learning is one of the most crucial tools for analyzing massive amounts of data. It informs decision-making in every sector, adapting to accuracy the more humans feed it with knowledge.  However, there is such a prospect as too much information, as deep learning’s job is... Read more
Enabling Resilient Machine Learning Systems
Article by Francesca Lazzeri and Bea Stollnitz of Microsoft. Resilient machine learning systems are fast, accurate, and flexible. They assist you in your day-to-day tasks for maximum efficiency, they leverage the latest software and hardware for the fastest performance, and they guide you through complex tasks... Read more
Josh Tobin of Gantry on Continual Learning Benefits and Challenges
As newer fields emerge within data science and the research is still hard to grasp, sometimes it’s best to talk to the experts and pioneers of the field. Recently, we spoke with Josh Tobin, CEO & Founder of Gantry, about the concept of continual learning and... Read more
3 Tips for Using Python Libraries to Create 3D Animation
Data visualization is becoming increasingly popular, meaning open-source tools like Python are more widely used by data scientists and other computer science professionals. A specific type called 3D animation makes information accessible, visually attractive, and appealing to users. Powerful Python libraries enable you to create unique... Read more
Exploring Intelligent Writing Assistance
The goal of this application is to demonstrate how the NLP task of text style transfer can be applied to enhance the human writing experience. In this sense, we intend to peel back the curtains on how an intelligent writing assistant might function — walking through the logical... Read more
An Introduction to Text Style Transfer
This is an applied research report by Cloudera Fast Forward Labs. We write reports about emerging technologies, and conduct experiments to explore what’s possible. Read our full report about Text Style Transfer below, or download the PDF . The prototype accompanying this report – Exploring Intelligent Writing Assistance –... Read more
Standout Code Snippets From ODSC West 2022
This article brings you up-to-speed on some of the best code snippets you may have missed if you were not at ODSC West 2022. For this notebook you will need the standard imports: import pandas as pd import numpy as np import matplotlib.pyplot as plt import... Read more