Europe 2020 Archives

Europe 2020

Dr. David Armstrong Added to Open Data Science Conference Europe Keynote Lineup

Conferences Featured Post Europe 2020posted by ODSC Team August 27, 2020

It’s not often that humans discover a new planet, let alone 50 at once. And when we do discover one, it’s often through satellites, telescopes, and other traditional means. Recently, however, 50 planets were discovered via a machine learning algorithm largely written by Dr. David Armstrong... Read more

Could Your Machine Learning Model Survive the Crisis: Monitoring, Diagnosis, and Mitigation Part 1

Blogs from ODSC Speakers Conferences Machine Learning Modeling Europe 2020posted by ODSC Community August 24, 2020

As the world is changing rapidly around us, it is often questionable whether something we learned from the past is still valid. Machine learning models that make predictions of the future based on past data points are probably under most scrutiny from businesses in the current... Read more

Building a Production-Level Data Pipeline Using Kedro

Blogs from ODSC Speakers Conferences Machine Learning Modeling best practice data engineering Europe 2020 Kedro pipeline production codeposted by ODSC Community August 24, 2020

How can Kedro help you? Suppose you are a self-taught data scientist who does not have much experience in software development. One morning, your senior executive asks you to provide an ad-hoc analysis – perks of the job, and when you do, she thanks you for... Read more

From Good to Great: The 5 Skills You Need to Shine in Data Science

Blogs from ODSC Speakers Career Insights Conferences Featured Post Europe 2020posted by ODSC Community August 20, 2020

Almost three years ago, I switched from a career in academia to a career in business in a data science role. This used to be somewhat of a rare event, but today it is commonplace: not only is there a shortage of data scientists, but also... Read more

How to Explain Your ML Models?

Blogs from ODSC Speakers Conferences Machine Learning Modeling Uncategorized Europe 2020 explainable AIposted by ODSC Community August 11, 2020

Explainability in machine learning (ML) and artificial intelligence (AI) is becoming increasingly important. With the increased demand for explanations and the number of new approaches out there, it could be difficult to know where to start. In this post, we will get hands-on experience in explaining... Read more

Reportingonsuicide.cisco.com: Interview with Team Member Dennis Chesky

Featured Post Europe 2020posted by Jennifer Redmon August 11, 2020

Last year, I established Cisco’s Data Science and AI for Good initiative as a channel for Cisconians to give back pro bono, using their professional expertise to help nonprofits make the world a better place through data and analytics. Almost a year later, in collaboration with... Read more

Intro to Vectors and Matrices in Machine Learning

Conferences Machine Learning Modeling Europe 2020posted by ODSC Community August 10, 2020

Programming is a great way to get insights about math concepts. You’ll see here tips and tricks to learn math, more specifically linear algebra, from a coding perspective. You’ll see the relationship between Numpy functions and linear algebra abstract concepts. At the end of this mini-tutorial,... Read more

Automatic Differentiation in PyTorch

Blogs from ODSC Speakers Conferences Machine Learning Modeling Europe 2020 PyTorchposted by ODSC Community August 10, 2020

Autograd is PyTorch’s automatic differentiation package. Thanks to it, we don’t need to worry about partial derivatives, chain rule, or anything like it. To illustrate how it works, let’s say we’re trying to fit a simple linear regression with a single feature x, using Mean Squared... Read more

Outliers in Data Science: To Be or Not to Be an Anomaly?

Blogs from ODSC Speakers Conferences Modeling Europe 2020posted by ODSC Community August 10, 2020

An outlier may be defined as an object that is out of ordinary, which differs significantly from the norm. In day to day examples, it could be a baby panda among adult pandas, a champion breaking a world record, or fraud emails in your inbox. Why... Read more

Continuous Delivery for Machine Learning

Blogs from ODSC Speakers Conferences Machine Learning Modeling Azure Europe 2020posted by ODSC Community August 5, 2020

Why is bringing machine learning code into production hard? Machine Learning applications are becoming popular in all industries. However, the process for developing, deploying, and continuously improving them is more complex compared to more traditional software, such as a web service or a mobile application. These... Read more