[2024]Digital Global Overview Report 2024 Meltwater.pdf
"Trends in Building Advanced Analytics Platform for Large Enterprises" - Atul Jain, PepsiCo
1. Dynamic Talk sponsored by Grid Dynamics :
Trends in Advanced Analytics
Presented by : Atul Jain, Director Advanced Analytics at PepsiCo
October 15th 2019
2. IT Trends in Advanced Analytics
Create automated
recommendations
PRESCRIPTIVE
ANALYTICS
Understanding and
generating unstructured data
NLP/NLG/NLQ
Analyze massive amounts of
data generated by “things”
EDGE
COMPUTING
Use massive scale of cloud
computing resources
(MULTI) CLOUD
COMPUTING
Emulate how people think
DEEP LEARNING
Use graphic processing chips
for massive computation needs
GPU COMPUTING
Develop systems that
represents human intelligence
ARTIFICIAL
INTELLIGENCE
Teach algorithms to
identify patterns, etc
MACHINE LEARNING
ADVANCED
ANALYTICS
AutoML
Augmented
Data Science
Real-time Insights
on Streaming Data
STREAMING
ANALYTICS
3. Business Trends
Deploy sandboxes and capabilities on-demand
FASTER TO DEPLOY
Large scale data analysis with larger and more varied data sets
APPLICATION OF ALGORITHMS AT SCALE
Assist end users with facts-based analysis, recommendations and
deductions
MACHINE-ASSISTED INTELLIGENCE
Advanced visualizations, natural language, voice interface, Wearables
NEW WAYS TO INTERACT WITH ANALYTICS
Machine analytics (IOT), image recognition, automated reasoning (AI)
UNLOCK NEW APPLICATIONS
Advanced
Analytics as a
Strategic
Capability
Organizations are looking to embed analytics in business processes, and enable real time
actionable insights to drive operational efficiencies across all levels of decision making
Business Trends in Advanced Analytics
3PEPSICO / CONFIDENTIAL