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

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

Career InsightsConferencesFeatured PostODSC SpeakerEurope 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 people change careers... Read more
How to Explain Your ML Models?

How to Explain Your ML Models?

ConferencesMachine LearningModelingODSC SpeakerUncategorizedEurope 2020explainable 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 an ML model... Read more
Intro to Vectors and Matrices in Machine Learning

Intro to Vectors and Matrices in Machine Learning

ConferencesMachine LearningModelingEurope 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, you’ll know what... Read more

Automatic Differentiation in PyTorch

ConferencesMachine LearningModelingODSC SpeakerEurope 2020PyTorchposted 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 Error (MSE) as... Read more
Be or Not to be an Anomaly?

Be or Not to be an Anomaly?

ConferencesModelingODSC SpeakerEurope 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 even bother to... Read more
Continuous Delivery for Machine Learning

Continuous Delivery for Machine Learning

ConferencesMachine LearningModelingODSC SpeakerEurope 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. They are subject to... Read more
Announcing the ODSC Europe 2020 Keynotes

Announcing the ODSC Europe 2020 Keynotes

ConferencesFeatured PostEurope 2020posted by ODSC Team August 5, 2020

We’re happy to announce the keynote speakers for the upcoming ODSC Europe 2020 Virtual conference – five leaders in applied AI from Europe who will kick off the already expert lineup set to speak at the community-based event for data science practitioners and AI engineers. These academics, innovators, and... Read more
Reportingonsuicide.cisco.com: Interview with Team Member Dr. Annie Ying

Reportingonsuicide.cisco.com: Interview with Team Member Dr. Annie Ying

ConferencesODSC SpeakerEurope 2020posted by Jennifer Redmon August 3, 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 Save.org, Reportingonsuicide.org, and... Read more
Reportingonsuicide.cisco.com: Interview with Team Member Edgar Murillo

Reportingonsuicide.cisco.com: Interview with Team Member Edgar Murillo

ConferencesODSC SpeakerResearchEurope 2020Healthcareposted by Jennifer Redmon August 3, 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 Save.org, Reportingonsuicide.org, and... Read more
Data Science: Dare to Start Simple

Data Science: Dare to Start Simple

ConferencesODSC SpeakerEurope 2020posted by ODSC Community July 30, 2020

Imagine that you are the first data scientist in a company, maybe in the industrial field, in one of the old industries or old economy branches. Then, you are a unicorn. Basically, you start data science from scratch: you must introduce, explain, promote, and establish data science. To manage... Read more
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