Upside


BI Trends Developers Need to Know

How smart developers can help their enterprises get the most value from data.

Data Stories: Tracking Big Players in the Tech Industry

Tech companies of all kinds are heavy hitters in today’s economy. See how they are showing up in expense reports from other industries, where their money comes from, and whether tech jobs are the best solution for employees changing industries due to automation.

Data Digest: Trends, Charitable Applications, and AI Improvement for Big Data

Read about new big data practices, how big data is being applied for good purposes, and how AI and NLP are changing the use of big data.

The Care and Feeding of the Citizen Data Scientist

How to find, develop, and nurture a new breed of analysts.

4 Reasons to Use Graphs to Optimize Machine Learning Data Engineering

Semantic knowledge graphs accelerate data engineering for machine learning, helping you maximize results.

Data Digest: Data Science Job Descriptions, AI Recruitment, Data Science for Universities

Getting a great candidate for a job requires writing a good job description and being careful about AI-driven hiring trends. Plus, how data science is applied to higher education.

Data Warehousing Makes a Comeback

Data warehousing is not dead, but it is changing as new technologies, including Hadoop and cloud platforms, have an impact.

Data Stories: Data Visualizations for Social Good

How data professionals support the UN Development Group, collect information for suicide prevention, and empower small nonprofits.

Data Digest: Machine Learning Applications and Pitfalls

Machine learning can be applied to many industries, including lending policies and autonomous vehicles, but users should be aware of the ways it can go wrong.