Anthill Inside Miniconf – Pune
Machine Learning, Deep Learning and Artificial Intelligence: concepts, applications and tools.
SG
Satish Gopalani
@satishg
Applying ML in AdTech and Lifecycle of an ML project
Submitted Nov 10, 2017
Section:
Full talk
Technical level:
Beginner
Description:
This talk will provides insights into how ML is being applied to solve real world problems in AdTech and at scale in PubMatic. It will also cover the entire lifecycle of a typical Machine Learning Project.
Key Takeaways:
Real World applications of ML at Scale
Understanding lifecycle of a typical Machine Learning and Data Science project
Understanding ways to approach a Data Science Problem
Intended Audience:
Beginners & Intermediate users having some knowledge of ML.
ML and Data Science Enthusiasts
Outline
- Applications of ML in AdTech
- Real World examples in PubMatic
- Lifecycle of a typical ML project
- Tuning and interpreting modelling results
- Conclusion and key takeaways
Speaker bio
Speakers: Dinesh Kandhari and Satish Gopalani
Machine Learning/AI and Distributed Systems engineers who enjoy solving complex problems and design application & systems to work at scale
Slides
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