ODSC Speaker Archives - Page 3 of 7 - Open Data Science - Your News Source for AI, Machine Learning & more

Do Android Composers Dream of Electric Keyboards?

Conferences Modeling NLP/Text Analytics ODSC Speaker creative ai creativity language processing NLPposted by Joseph Blue September 13, 2019

Editor’s Note: If you’re interested in the idea of AI with a dream of electric keyboards, see Joseph’s talk “The Soul of a New AI” at ODSC Europe 2019. My journey in AI begins with grammar. Raised in a mathematical home, I think I was discovering prime numbers when... Read more

Opening The Black Box—Interpretability In Deep Learning

Conferences Deep Learning Modeling ODSC Speaker Deep Learning Interpretability Interpretability In Deep Learningposted by ODSC Team September 11, 2019

Editor’s Note: See Joris and Matteo at their tutorial “Opening The Black Box — Interpretability in Deep Learning” at ODSC Europe 2019 this November 20th in London. Why interpretability? In the last decade, the application of deep neural networks to long-standing problems has brought a breakthrough in performance and... Read more

Transaction Data Enrichment, an Opportunity for Financial Wellness

Accelerate AI Conferences Financial Services ODSC Speaker Banking consumer data transaction data enrichmentposted by Pramod Singh September 10, 2019

Editor’s Note: See Pramod’s talk “Transaction Data Enrichment and Alternative Data: An Opportunity for Business Growth and Risk Mitigation” at ODSC West 2019. In a recent financial wellness survey of American adults, 58% of respondents said they did not have the financial freedom to enjoy life. 48% said they... Read more

Interoperable AI: High-Performance Inferencing of ML and DNN Models Using Open-Source Tools

Conferences Machine Learning Modeling ODSC Speaker Europe 2019 Interoperable AIposted by ODSC Team September 10, 2019

TensorFlow? PyTorch? Keras? There are many popular frameworks to choose from when working with deep learning and machine learning models, each with its own pros and cons for practical usability in product development or research. Once you decide which to use to train your model, you need to figure... Read more

Missing Data in Supervised Machine Learning

Conferences Modeling ODSC Speaker West 2019posted by Andras Zsom September 9, 2019

Editor’s note: Andras is a speaker for ODSC West 2019! this October 29 to November 1! Be sure to check out his talk, “Missing data in supervised machine learning” there. Datasets are almost never complete and this can introduce various biases to your analysis. Due to these biases, your... Read more

Deep Learning with TensorFlow 2.0

Conferences Deep Learning ODSC Speaker Tools TensorFlow West 2019posted by Jon Krohn September 6, 2019

Editor’s Note: See Jon’s talk “Deep Learning with TensorFlow 2.0” at ODSC West 2019. This summer, I had a blast speaking at Immersive A.I.—the first annual Open Data Science Conference (ODSC) event in New York. The venue was flawless, the organizers were exceptionally well-prepared, and there was a remarkable... Read more

ODSC West 2019 Preview: Python for Data Acquisition

Conferences ODSC Speaker Python Tools & Languages data acquisition python for data acquisition West 2019posted by Phil Tracton September 6, 2019

Editor’s Note: See Phil present his talk “Python for Data Acquisition” at ODSC West 2019. What does it take, on the technical side, to get a project started? After you have an idea and find something you want to study or look into, you need to get some data.... Read more

Interpretability and the Rise of Shapley Values

Conferences Featured Post ODSC Speaker black box West 2019posted by Rajiv Shah August 30, 2019

Interpretability is a hot topic in data science this year. Earlier this spring, I presented at ODSC East on the need for data scientists to use best practices like permutation-based importance, partial dependence, and explanations. When I first put together this talk, a lot of it was fairly new... Read more

Community-Specific AI: Building Solutions for Any Audience

Conferences Featured Post ODSC Speaker West 2019posted by Jonathan Purnell August 29, 2019

With half of the world population online, and spending over 5 hours a day there, online communities are flourishing. It is now easier than ever for niche communities to form: gamers can find other players and form teams, dating adults can find better matches, students of particular subjects can... Read more

Adapting Machine Learning Algorithms to Novel Use Cases

Conferences Featured Post ODSC Speaker Algorithms Data Science Machine Learning ODSC Westposted by Kirk Borne August 27, 2019

Editor’s Note: Kirk will present his talk “Adapting Machine Learning Algorithms to Novel Use Cases” at ODSC West 2019. If there was a metric for success in the data science profession, it would require a multi-dimensional scoring model. This metric would cover a data scientist’s technical skills and talents,... Read more