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
SESSION #1 - Watch on YouTube
UPPING YOUR ANALYTICS GAME LUNCH AND LEARN SESSION - download PDF
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Rethinking role of your data to achieve critical business objectives
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Understanding data science and predictive models
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Use cases: disrupting old methods
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Platform vs custom approach options
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How to achieve quick wins and longer term objective setting
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:
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Data Engineering techniques and tools for data exploration and QC
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Leveraging human/machine interfacing for data labeling
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Use of advanced (AI) techniques to speed up data cleaning
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:
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AI and ML approaches and the latest in industry developments
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Environment, Tools & Libraries
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Example Algorithms and Models
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Deep Q&A session into the technical workings of the industry