Distributed Time Series in Machine Learning - ML 088

Distributed Time Series in Machine Learning - ML 088

Today the panel discusses high level distributed time series models, using a hot dog stand company as the case study to anchor the understanding with these models.

In this episode…
  • Understanding use case
  • ML flow models and events
  • KPI forecasts
  • Metadata outputs
  • Prediction intervals for hotdog data
  • Automated time series forecasts
  • Libraries required for optimization
  • Practical tips managing the data and
  • Setting up the data for consumption
  • Managing black swan events

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Episoder(209)

Innovation and AI Strategies with Award Winning Data Science Leader Vidhi Chugh - ML 085

Innovation and AI Strategies with Award Winning Data Science Leader Vidhi Chugh - ML 085

Award winning data evangelist, AI strategist, and innovation leader Vidhi Chugh joins the show today to share her perspective on various topics, including data quality, AI innovation strategies, respo...

25 Aug 202258min

Machine Learning on Mobile Devices and More with Aliaksei Mikhailiuk - ML 084

Machine Learning on Mobile Devices and More with Aliaksei Mikhailiuk - ML 084

Enjoy this intellectually stimulating conversation with Michael Berk and guest on the show, Aliaksei Mikhailiuk, ML/AI engineer at Snapchat as they discuss everything AI computer graphics to technique...

18 Aug 202239min

Leveling Up in your Data Science Career with Adam Ross Nelson - ML 083

Leveling Up in your Data Science Career with Adam Ross Nelson - ML 083

Adam Ross Nelson helps current and aspiring data professionals enter and level up in the field by uncovering and showcasing their existing data-related talents.  Today on the show, Michael interviews ...

4 Aug 202252min

Bioinformatics and Programming with Ken Youens-Clark - ML 082

Bioinformatics and Programming with Ken Youens-Clark - ML 082

Michael Berk interviews Ken Youens-Clark today to discuss various topics including bioinformatics and programming, plus his career progressions including jazz drumming, technical writing, programming,...

29 Jul 202253min

Building AI Data Responsibly with Edouard d’Archimbaud - ML 081

Building AI Data Responsibly with Edouard d’Archimbaud - ML 081

Data excellence is the foundation of better AI.  Today on the show, Michael Berk interviews Edouard d’Archimbaud, co-founder of Kili Technology, a Training Data Platform that turns raw, unstructured d...

21 Jul 202241min

From Golf Instructor to Software Developer: Taking Next Steps in your Career - ML 080

From Golf Instructor to Software Developer: Taking Next Steps in your Career - ML 080

Jesse Langford spent the first half of his career as a golf instructor before pivoting to software engineering.  Today on the show, Ben interviews Jesse to learn why and how he made this pivot, plus r...

14 Jul 202245min

Hyperparameter Tuning for Machine Learning Models - ML 079

Hyperparameter Tuning for Machine Learning Models - ML 079

When developing ML models, defining and selecting the model architecture will be fundamental to ensure the best possible outcomes.  Parameters that define the model architecture are referred to as hyp...

7 Jul 202251min

Ask Me Anything (AMA) with Host Ben Wilson - ML 078

Ask Me Anything (AMA) with Host Ben Wilson - ML 078

Enjoy this engaging AMA conversation with Michael Berk asking Ben Wilson various questions related to industry, strategy, and approaches in data science and ML engineering.In this episode…Why should p...

30 Jun 202247min

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