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The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)

Technology

Live from TWIMLcon! Scaling ML in the Traditional Enterprise - #309

Live from TWIMLcon! Scaling ML in the Traditional Enterprise - #309

2019-10-18
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In this episode from a stellar TWIMLcon panel, the state and future of larger, more established brands is analyzed and discussed. Hear from Amr Awadallah, Founder and Global CTO of Cloudera, Pallav Agrawal, Director of Data Science at Levi Strauss & Co., and Jürgen Weichenberger, Data Science Senior Principal & Global AI Lead at Accenture, moderated by Josh Bloom Professor at UC Berkeley. In this episode we discuss:

For an ML/AI initiative to be successful, a conscious and noticeable shift is now required in how things used to be managed while educating cross-functional teams in data science terms and methodologies  It can be tempting and exciting to constantly be trying out the latest technologies, but brand consistency and sustainability is imperative to success How the real business value - the money - can be found by putting your big ML/AI goals and projects in the core competencies of the company.   Are traditional enterprises fundamentally changing their business through ML/AI, and if so, why?  Real-world examples and thought-provoking ideas for scaling ML/AI in the traditional enterprise

The complete show notes can be found at twimlai.com/talk/309.

view more

More Episodes

Snorkel: A System for Fast Training Data Creation with Alex Ratner - TWiML Talk #270
2019-05-30
Advancing Autonomous Vehicle Development Using Distributed Deep Learning with Adrien Gaidon - TWiML Talk #269
2019-05-28
Are We Being Honest About How Difficult AI Really Is? w/ David Ferrucci - TWiML Talk #268
2019-05-23
Gauge Equivariant CNNs, Generative Models, and the Future of AI with Max Welling - TWiML Talk #267
2019-05-20
Can We Trust Scientific Discoveries Made Using Machine Learning? with Genevera Allen - TWiML Talk #266
2019-05-16
Creative Adversarial Networks for Art Generation with Ahmed Elgammal - TWiML Talk #265
2019-05-13
Diagnostic Visualization for Machine Learning with YellowBrick w/ Rebecca Bilbro - TWiML Talk #264
2019-05-10
Librosa: Audio and Music Processing in Python with Brian McFee - TWiML Talk #263
2019-05-09
Practical Natural Language Processing with spaCy and Prodigy w/ Ines Montani - TWiML Talk #262
2019-05-07
Scaling Jupyter Notebooks with Luciano Resende - TWiML Talk #261
2019-05-06
Fighting Fake News and Deep Fakes with Machine Learning w/ Delip Rao - TWiML Talk #260
2019-05-03
Maintaining Human Control of Artificial Intelligence with Joanna Bryson - TWiML Talk #259
2019-05-01
Intelligent Infrastructure Management with Pankaj Goyal & Rochna Dhand - TWiML Talk #258
2019-04-29
Organizing for Successful Data Science at Stitch Fix with Eric Colson - TWiML Talk #257
2019-04-26
End-to-End Data Science to Drive Business Decisions at LinkedIn with Burcu Baran - TWiML Talk #256
2019-04-24
Learning with Limited Labeled Data with Shioulin Sam - TWiML Talk #255
2019-04-22
cuDF, cuML & RAPIDS: GPU Accelerated Data Science with Paul Mahler - TWiML Talk #254
2019-04-19
Edge AI for Smart Manufacturing with Trista Chen - TWiML Talk #253
2019-04-18
Machine Learning for Security and Security for Machine Learning with Nicole Nichols - TWiML Talk #252
2019-04-16
Domain Adaptation and Generative Models for Single Cell Genomics with Gerald Quon - TWiML Talk #251
2019-04-15
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