EVENTS, WORKSHOPS, AND PRESENTATIONS

OILMAN CONNECT

November 5-6, 2019
The Impact of Artificial Intelligence on Oil and Gas Drilling Efficiency
The presentation is a case study covering the use of AI in predicting drill bit failures to improve operations and reduce costs.
Cedric Fraces, 2predict, Lead Data Scientist, Energy Sector

CERAWeek Agora 2019

A Journey into Industrial Machine Learning: a case study
Cedric Fraces, 2predict, Lead Data Scientist, Energy Sector

SVEN Data Science Workshop Presentations

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SESSION #1 - Watch on YouTube
UPPING YOUR ANALYTICS GAME LUNCH AND LEARN SESSION - download PDF
  • Rethinking role of your data to achieve critical business objectives
  • Understanding data science and predictive models
  • Use cases: disrupting old methods
  • Platform vs custom approach options
  • How to achieve quick wins and longer term objective setting
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SESSION #2 - Watch on YouTube
APPROACH, PLANNING AND IMPLEMENTATION SESSION - download PDF
The focus of this session is on data engineering and preparation for data science. It is oriented towards executive to mid-level management and will address:
  • Data Engineering techniques and tools for data exploration and QC
  • Leveraging human/machine interfacing for data labeling
  • Use of advanced (AI) techniques to speed up data cleaning
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SESSION #3 - Watch on YouTube
TECHNICAL DEEP DIVE - download PDF
This session is oriented towards engineers and implementation specialists. This highly technical track will be hosted by a data science PhD and will focus on:
  • AI and ML approaches and the latest in industry developments
  • Environment, Tools & Libraries
  • Example Algorithms and Models
  • Deep Q&A session into the technical workings of the industry
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