GraphAware Blog

Find out what's new in the world of mission critical graph analytics.

Intro to collaborative filtering

Intro to collaborative filtering

12 May 2022 by Alexandra Klacanova · 7 min read Beginner business Recommendations

Welcome back to the Graph-Powered Machine Learning book club. Now we are in the section of the book that focuses on recommendations. In the last blog, I summed up how content-based recommendations work. In the fifth chapter, the author Alessandro Negro introduces us to collaborative filtering.

What are content-based recommendations?

What are content-based recommendations?

19 Apr 2022 by Alexandra Klacanova · 7 min read Beginner business Recommendations

So far, the Graph-Powered Machine Learning book has introduced us to graphs and machine learning. The second part of the book talks about recommendations. Recommender systems (RS) gather information about users and items and provide item suggestions, bringing great value to online stores - clothing stores, bookstores, you name it. Companies like Netflix base their entire businesses on high performing recommender systems.

Optimise Logistics Chains with Graphs and Hume

Optimise Logistics Chains with Graphs and Hume

14 Apr 2022 by Federica Ventruto · 11 min read Hume

Everyone has a favourite grocery shop they usually go to, maybe the shop close to home, the one with the most competitive prices, the freshest fruit, or simply the best cake. Similarly, everyone may be inclined to buy from one particular e-commerce platform rather than another.

Communities at GraphAware

Communities at GraphAware

17 Mar 2022 by Luanne Misquitta · 4 min read Engineering

Knowledge sharing has always been extremely important for Engineering at GraphAware.Whether it is techniques, tools or technology, lessons learned from our consulting engagements, or experience in general,sharing sparks conversation, creativity and discovery of different or better ways to do things.

AML webinar highlights

AML webinar highlights

15 Mar 2022 by Alexandra Klacanova · 2 min read Hume Events GraphAware

Last week we at GraphAware hosted yet another webinar. This time we talked about Money Laundering and how Hume can help you detect money laundering activities. Don’t worry if you missed it; here is your summary of what we covered.

Big data basics

Big data basics

24 Feb 2022 by Alexandra Klacanova · 8 min read Beginner business LPG

Welcome back to the Graph-Powered Machine Learning book club. As you know by now, Graph-Powered Machine Learning is a book written by our very own Dr. Alessandro Negro. The book is a must-read for all data scientists, but it’s also a great read for everyone interested in graphs. In this blog series, I summarise the key points of each chapter and provide some more explanations useful for us less technically savvy. We learned the basics about machine learning, graphs, and why the two are a great fit in the first chapter.

Newbie guide to databases

Newbie guide to databases

15 Feb 2022 by Alexandra Klacanova · 3 min read Beginner business NoSQL

There are a multitude of databases to choose from when deciding how to store your data. They differ in complexity, scalability, data modelling possibilities they offer, and application. Let’s walk through some of the most popular databases and their differences.