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2 min read

Webinar: A business take on the data-science pipeline

By Dr. Alessandra Tosi on Apr 28, 2020 3:18:58 PM

In this webinar Dr. Alessandra Tosi goes through the steps of the data-science pipeline, with a particular focus on business applications. Dr. Tosi stresses the importance of correctly framing the business problem in terms of goals, value and success metrics, and how to translate this into the machine-learning framework.

Alessandra is a senior scientist and product owner, with a PhD in probabilistic machine learning. 

Topics: machine learning artificial intelligence in business data science Webinar
2 min read

The Layman's Guide to the Data Science Journey

By Mind Foundry on Jun 25, 2019 7:00:00 AM

For the past five years, data science has been praised as a technology that can unlock new applications and hidden insights for organisations. However, today it is struggling to live up to expectations.

Topics: machine learning data science Continuous Meta-Learning 3 Pillars
3 min read

How active learning can train machine learning models with less data

By Dr. Alessandra Tosi on Oct 9, 2018 2:00:00 PM

Even with low cost widely available cloud computing, it can take significant time and compute power to train machine learning models on large data sets. This is expensive and is often at odds with the net-zero carbon goals of many organisations today. Throwing more data at a problem isn’t always the best answer, and by using AI that is responsible by design, we can reduce these problems while maintaining performance. Active learning is one of the methods we use at Mind Foundry to achieve this.

Topics: machine learning data science Continuous Meta-Learning Human • AI Collaboration
5 min read

Hyper-Parameter Tuning: What it is and why it’s natural

By Mind Foundry on Oct 1, 2018 1:59:00 PM

Hyper-parameter tuning can be observed in many everyday processes, but few people are aware of its existence. This blog aims to change that, and demonstrate its true value in data science.

Topics: machine learning artificial intelligence in business data science Bayesian

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