Articles

Articles

Our team loves to share what we learn, know and do with the wider community, in order to promote the exchange of deep scientific and hands-on technical knowledge.


Thu Aug 19

Aug 19 — 2021 The opportunity to apply responsible AI (Part 1): Guidelines, Data Science tools, legal initiatives, and tips. Intro Dramatic increases in computing power have led to a surge of Artificial Intelligence applications with immense potential in industries as diverse as health, logistics, energy, travel and sports. As corporations continue to operationalise Artificial […]

By Jesús Templado. Director at Bedrock.

Thu Aug 19

Aug 19 — 2021 The opportunity to apply responsible AI (Part 2): Guidelines, Data Science tools, legal initiatives, and tips. Intro In the first part of this article we discussed the potential harm and risks of some Artificial Intelligence applications that have demonstrated immense potential across many industries. We concluded that the ability to explain […]

By Jesús Templado. Director at Bedrock.

Sat Jul 10

Jul 23 — 2021 How using adaptive methods can help your network perform better Intro Introduction An Artificial Neural Network (ANN) is a statistical learning algorithm that is framed in the context of supervised learning and Artificial Intelligence. It is composed of a group of highly connected nodes called neurons that connect an input layer […]

By Paula Errasti. Data Scientist at Bedrock.

Tue Apr 27

Apr 27 — 2021 Quantum Physics II — Data collection, modelling, and analysis at CMS CERN CMS ALGORITHMS FOR ANALYTICS AND DARK MATTER DETECTION In this second part of the previous introductory article, we’ll tackle the more in-depth description of data collection, object modelling, and data analysis at CMS. The general workflow behind these kinds […]

By Manuel Souto. Data Scientist at Bedrock.

Tue Apr 27

Apr 27 — 2021 Quantum Physics I — the CERN data workflow in new Physics discoveries. HOW DATA ANALYSIS AT CERN CAN HELP DETECT DARK MATTER A comprehensive guide of the CERN workflow in new Physics discoveries. Are you interested in learning more about particle physics? You might have heard terms like neutrinos, quarks, or […]

By Manuel Souto. Data Scientist at Bedrock.

Fri Jan 8

Jan 8 — 2021 Trends in Data Science & AI that will shape corporate strategy and business plans Intro In response to the most atypical year that many of us may have probably lived, leading companies have wisely reconsidered where to place their money. Inevitably, the pandemic has noticeably sped up the adoption of Artificial […]

By Jesús Templado. Director at Bedrock.

Fri Dec 11

Dec 11 — 2020 Investing in Artificial Intelligence Intro While overall adoption of artificial intelligence (AI) remains low among businesses, every senior executive that I discuss the topic with claims that AI isn’t hype, although they confirm that they feel uncertain about where these disciplines may provide the largest rewards. One premise is obvious to […]

By Jesús Templado. Director at Bedrock.

Fri Dec 11

Dec 11 — 2020 Omitted Variable Bias in Machine Learning models for marketing and how to avoid it Intro This isn’t a highly technical article explaining the maths of Omitted Variable Bias (OVB), there are plenty of brave individuals who have already taken this approach, and theirs can be read here (1) or here (2). […]

By Imanol Goicoechea. Lead Data Scientist at Bedrock.

Tue Dec 1

Dec 1 — 2020 A short introduction to Neural Networks and Deep Learning Introduction In this article I attempt to provide an easy-to-digest explanation of what Deep Learning is and how it works, starting with an overview of the enabling technology; Artificial Neural Networks. As this is not an in-depth technical article, please take it […]

By Lorenzo Amante. Data Engineer at Bedrock.

Fri Nov 13

Nov 13 — 2020 The data in the esports Intro The interest in esports is growing and this widespread phenomenon massively attracts millions of individuals around the globe every day. What started out as a niche activity has now turned into shows that bring thousands of people together in stadiums and pavilions. All this may […]

By Mario Orejas. Data Analyst at Bedrock.

Mon Oct 26

Oct 26 — 2020 Artificial Intelligence Machine Learning and Deep Learning: A fruitful chat on buzzwords Intro In this article, we are sharing our vision of Artificial intelligence (AI), Machine Learning (ML) and Deep Learning (DL), including an overview of what lies behind these technologies and practices, and providing some real examples of their application […]

By Imanol Goicoechea. Lead Data Scientist at Bedrock.

Sat Oct 10

Oct 14 — 2020 Data Science versus Business Intelligence Intro Data is everything, everywhere. Imagine that you leave your house in the morning and you start pondering which route you should take to work: Ok, that simple decision based on a quick estimation of time and distance is data-related. From a simple commute, we can […]

By Jesús Templado. Director at Bedrock.