Presented By O’Reilly and Cloudera
Make Data Work
21–22 May 2018: Training
22–24 May 2018: Tutorials & Conference
London, UK
Vartika Singh

Vartika Singh
Field Data Science Architect, Cloudera

Vartika Singh is a solutions consultant at Cloudera. Previously, Vartika was a data scientist applying machine-learning algorithms to real-world use cases, ranging from clickstream to image processing. She has 10 years of experience designing and developing solutions and frameworks utilizing machine-learning techniques.


9:0012:30 Tuesday, 22 May 2018
Data science and machine learning
Location: Capital Suite 12 Level: Intermediate
Vartika Singh (Cloudera), Jeffrey Shmain (Cloudera)
We go through approaches for preprocessing, training, inference and deployment across data sets (time-series, audio, video and text), leveraging Spark, extended ecosystem of libraries and Deep Learning Frameworks. We use respective (sample) data and code to understand implementation nuances, and subsequently highlight the bottlenecks and solutions for data/model at scale. Read more.