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Full Machine Learning Week 7-Track Agenda 2022
Predictive Analytics World
June 19-24, 2022 l Caesars Palace, Las Vegas
See the full 7-track agenda for the six co-located conferences at Machine Learning Week below. A Machine Learning Week Ticket is required for full access. To view the agenda for one individual conference, click here: PAW Business, PAW Financial, PAW Industry 4.0, PAW Climate, PAW Healthcare, or Deep Learning World.
Session Levels:
Blue circle sessions are for All Levels
Red triangle sessions are Expert/Practitioner Level
All times are Pacific Daylight Time (PDT/UTC-7)
Workshops - Sunday, June 19th, 2022
8:30 am
Room: Octavius 14/15
Pre-Conference Training Workshop
Full-day: 8:30am – 4:30pm.
Python leads as a top machine learning solution – thanks largely to its extensive battery of powerful open source machine learning libraries. It’s also one of the most important, powerful programming languages in general.
The Workshop Description will be available shortly.
Instructor
4:30 pm
End of Pre-Conference Training Workshops
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Workshops - Monday, June 20th, 2022
8:30 am
Room: Octavius 17
Pre-Conference Training Workshop
Full-Day 8:30 am - 4:30pm
This one-day session surveys standard and advanced methods for predictive modeling (aka machine learning).
The Workshop Description will be available shortly.
Instructor
Room: Octavius 15
Pre-Conference Training Workshop
Full-Day 8:30 am - 4:30pm
Machine learning improves operations only when its predictive models are deployed, integrated and acted upon – that is, only when you operationalize it.
The Workshop Description will be available shortly.
Instructor
Room: Octavius 14
Pre-Conference Training Workshop
Full-Day 8:30 am - 4:30pm
This one-day introductory workshop dives deep. You will explore deep neural classification, LSTM time series analysis, convolutional image classification, advanced data clustering, bandit algorithms, and reinforcement learning.
The Workshop Description will be available shortly.
Instructors
4:30 pm
End of Pre-Conference Training Workshops
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Machine Learning Week - Las Vegas - Day 1 - Tuesday, June 21st, 2022
8:00 am
Room: Octavius Foyer
Registration & Networking Breakfast
Room: Octavius 25
Registration & Networking Breakfast
Room: Octavius Foyer
Registration & Networking Breakfast
Room: Octavius Foyer
Registration & Networking Breakfast
Room: Octavius Foyer
Registration & Networking Breakfast
8:45 am
Room: Octavius 24
PAW Business
Room: Octavius 24
PAW Financial
Room: Octavius 24
PAW Healthcare
Room: Octavius 24
PAW Industry 4.0
8:50 am
Room: Octavius 24
PAW Business
Speaker
Room: Octavius 24
PAW Financial
Speaker
Room: Octavius 24
PAW Healthcare
Speaker
Room: Octavius 24
PAW Industry 4.0
Speaker
Room: Octavius 24
Deep Learning World
Speaker
9:15 am
Room: Octavius 24
PAW Business
Speaker
Room: Octavius 24
PAW Financial
Speaker
Room: Octavius 24
PAW Healthcare
Speaker
Room: Octavius 24
PAW Industry 4.0
Speaker
Room: Octavius 24
Deep Learning World
Speaker
9:40 am
Room: Octavius 24
PAW Business
Speaker
Room: Octavius 24
PAW Financial
Speaker
Room: Octavius 24
PAW Healthcare
Speaker
Room: Octavius 24
PAW Industry 4.0
Speaker
Room: Octavius 24
Deep Learning World
Speaker
10:00 am
Room: Octavius 25
Exhibits & Morning Coffee Break
Room: Octavius 25
Exhibits & Morning Coffee
Room: Octavius 25
Exhibits & Morning Coffee
Room: Octavius 25
Exhibits & Morning Break
Room: Octavius 25
Exhibits & Morning Break
10:30 am
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Thought leadership
Speaker
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
Speaker
Room: Octavius 14/15
PAW Business TRACK 3: Cross-industry business applications of machine learning
Supply chain optimization
Case Study: Caesars Pizza
Speakers
Room: Octavius 21/22
PAW Financial
Document processing for insurance
Case Study: Blue Cross Blue Shield of Tennessee
Speaker
Room: Milano 7
PAW Healthcare
Speakers
Room: Milano 8
PAW Industry 4.0
Speaker
Room: Octavius 16
Deep Learning World
Speakers
11:15 am
Short break
Short Break
Short Break
Short Break
Short Break
11:25 am
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Communicating on analytics
Speaker
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
Natural language processing
Case Study: Deloitte
Speakers
Room: Octavius 14/15
PAW Business TRACK 3: CASE STUDIES - Cross-industry business applications of machine learning
Improving search relevance
Case Study: Instacart
Speaker
Room: Octavius 21/22
PAW Financial
Call center deployment
Speaker
Room: Milano 7
PAW Healthcare
Speaker
Professor of Computer Science - Director of the AI and Predictive Analytics Lab
New York University
Room: Milano 8
PAW Industry 4.0
Speaker
Room: Octavius 16
Deep Learning World
Speaker
12:10 pm
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
1:30 pm
Room: Octavius 24
PAW Business
Case Study: AT&T, Walmart, Barclays, MTN, Chrysler
Speaker
Room: Octavius 21/22
PAW Financial
Speakers
Room: Milano 7
PAW Healthcare
Speaker
Room: Milano 8
PAW Industry 4.0
Speaker
Room: Octavius 16
Deep Learning World
Speaker
1:55 pm
Room: Milano 8
PAW Industry 4.0
Speaker
2:15 pm
Room: Octavius 24
PAW Business
Speaker
Room: Octavius 21/22
PAW Financial Case Study: Google Cloud
Misuse detection
Speaker
Room: Milano 8
PAW Industry 4.0
Speaker
Sales Engineer
Room: Octavius 24
Deep Learning World
Speaker
2:45 pm
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Pitfalls for first ML projects
Case Study: WeVideo
Speaker
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
MLOps
Speaker
Room: Octavius 14/15
PAW Business TRACK 3: CASE STUDIES - Cross-industry business applications of machine learning
Churn modeling
2:45pm - 3:05pm
2:45pm - 3:05pm
Case Study: Johnson Controls
Speaker
Room: Octavius 21/22
PAW Financial
Credit scoring; cryptocurrency
Speaker
Room: Milano 7
PAW Healthcare
Speaker
Frederick H. Rawson Professor of Medicine and Computer Science
The University of Chicago
Room: Octavius 14/15
PAW Industry 4.0
Speaker
Room: Octavius 16
Deep Learning World
AI is everywhere—and you can use it today across a variety of industries and scenarios. Join this session where Shell team talk about the Data Science platform & Edge Platform. We will provide a behind-the-scenes look at the technology & Shell.ai Platform helping in accelerating development of Ai Products, and where it's taking this diverse company.
Speakers
3:05 pm
Room: Milano 8
PAW Industry 4.0
Speaker
3:30 pm
Room: Octavius 25
Exhibits & Afternoon Break
Room: Octavius 25
Exhibits & Afternoon Break
Room: Octavius 25
Exhibits & Afternoon Break
Room: Octavius 25
Exhibits & Afternoon Break
Room: Octavius 25
Exhibits & Afternoon Break
4:00 pm
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Machine learning leadership skills
Speaker
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
Causal inference
Case Study: Twitter
Speaker
Room: Octavius 14/15
PAW Business TRACK 3: CASE STUDIES - Cross-industry business applications of machine learning
Customer lifecycle analytics
Case Study: Zendesk
Speaker
Room: Octavius 21/22
PAW Financial
Modeling methods
Case Study: HSBC
Speaker
Room: Milano 7
PAW Healthcare
Speakers
Room: Milano 8
PAW Industry 4.0
Panelists
Room: Octavius 16
Deep Learning World
Speaker
4:45 pm
Short Break
Short Break
Short Break
Short Break
Short Break
4:55 pm
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Machine learning thought leadership
Speaker
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
MLOps
Speaker
Room: Octavius 14/15
PAW Business TRACK 3: CASE STUDIES - Cross-industry business applications of machine learning
Churn and upsell via in-app ratings
4:55pm - 5:15pm
4:55pm - 5:15pm
Case Study: Verizon
Speaker
Non-profit applications
5:20pm - 5:40pm
5:20pm - 5:40pm
Case Study: Cape Fear Collective (non-profit)
Speaker
Room: Octavius 21/22
PAW Financial
Model interpretability
Case Study: Milliman
Speaker
Room: Milano 7
PAW Healthcare
Speaker
Room: Milano 8
PAW Industry 4.0
Speaker
Room: Milano 8
Deep Learning World
Speaker
5:40 pm
Room: Octavius 25
Networking Reception
Room: Octavius 25
Networking Reception
Room: Octavius 25
Networking Reception
Room: Octavius 25
Networking Reception
Room: Octavius 25
Networking Reception
7:00 pm
End of Conference Day 1
End of Conference Day 1
End of Conference Day 1
End of Conference Day 1
End of Conference Day 1
Machine Learning Week - Las Vegas - Day 2 - Wednesday, June 22nd, 2022
8:00 am
Room: Octavius 25
Registration & Networking Breakfast
Room: Octavius Foyer
Registration & Networking Breakfast
Room: Octavius Foyer
Registration and Networking Breakfast
Room: Octavius 25
Registration & Networking Breakfast
Room: Octavius 25
Registration & Networking Breakfast
8:45 am
Room: Octavius 24
PAW Business
Room: Milano 7
PAW Healthcare
8:55 am
Room: Octavius 24
PAW Business
Speakers
Room: Octavius 21/22
PAW Financial
Speaker
Room: Milano 7
PAW Healthcare
Speaker
Room: Octavius 24
PAW Industry 4.0
Speakers
Room: Octavius 16
Deep Learning World
Speaker
9:40 am
Room: Octavius 24
PAW Business
Most Models Don't Deploy, But They Could
Speaker
Room: Octavius 21/22
PAW Financial
Speaker
Room: Milano 7
PAW Healthcare
Panelists
Room: Octavius 24
PAW Industry 4.0
Speaker
Room: Octavius 18
Deep Learning World
Speaker
10:00 am
Short Break
Short Break
Short Break
Short Break
Short Break
10:10 am
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Machine learning ethics
Speakers
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
The practitioner's holistic process
Speaker
Room: Octavius 14/15
PAW Business TRACK 3: CASE STUDIES - Cross-industry business applications of machine learning
Change management and early adoption
Case Study: Capital One
Speaker
Room: Octavius 21/22
PAW Financial
Market prediction; autoML
Case Study: CHS Inc.
Speaker
Room: Milano 7
PAW Healthcare
Speaker
Room: Octavius 17/18/19
PAW Industry 4.0
Speaker
Room: Octavius 16
Deep Learning World
Speaker
10:55 am
Room: Octavius 25
Exhibits & Morning Coffee Break
Room: Octavius 25
Exhibits & Morning Coffee Break
Room: Octavius 25
Exhibits & Morning Coffee Break
Room: Octavius 25
Exhibits & Morning Coffee Break
Room: Octavius 25
Exhibits & Morning Coffee Break
11:25 am
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Speakers
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
Cloud-based machine learning
Case Study: Paychex
Speakers
Room: Octavius 14/15
PAW Business TRACK 3: CASE STUDIES - Cross-industry business applications of machine learning
Ad Targeting
Case Study: Conde Nast
Speaker
Room: Octavius 21/22
PAW Financial
Insurance auditing
Case Study: Safety National Casualty Corporation
Speakers
Room: Milano 7
PAW Healthcare
Speakers
Room: Milano 8
PAW Industry 4.0
Speaker
Room: Octavius 16
Deep Learning World
Speaker
12:10 pm
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
Room: Octavius 25
Lunch
1:15 pm
Room: Octavius 24
PAW Business
Speaker
Room: Octavius 24
PAW Financial
Speaker
Room: Milano 7
PAW Healthcare
Speaker
Room: Milano 8
PAW Industry 4.0
Moderator
Speakers
Room: Octavius 16
Deep Learning World
Speaker
2:00 pm
Room: Octavius 21/22
PAW Financial
Speaker
Room: Milano 7
PAW Healthcare
Speaker
Short Break
Short Break
2:15 pm
Room: Octavius 24
PAW Business
Moderator
Panelists
Room: Octavius 24
PAW Financial
Moderator
Panelists
Room: Milano 7
PAW Healthcare
Speakers
Room: Milano 8
PAW Industry 4.0
Speakers
Room: Octavius 16
Deep Learning World
Speaker
3:00 pm
Room: Octavius 25
Exhibits & Afternoon Break
Room: Octavius 25
Exhibits & Morning Coffee Break
Room: Octavius 25
Exhibits & Afternoon Break
Room: Octavius 25
Exhibits & Afternoon Break
Room: Octavius 25
Exhibits & Afternoon Break
3:30 pm
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Machine learning thought leadership
Case Study: Waste Management, Inc.
Speaker
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
Fraud detection
Speaker
Room: Octavius 14/15
PAW Business TRACK 3: CASE STUDIES - Cross-industry business applications of machine learning
Customer retention
Case Study: Uber
Speaker
Principal Machine Learning Engineer
Room: Octavius 21/22
PAW Financial
Transaction data
Case Study: Envestnet Yodlee
Speaker
Room: Milano 7
PAW Healthcare
Speakers
Professor of Public Policy, GIS and Social Data Analytics and Research
University of Texas at Dallas
Room: Milano 8
PAW Industry 4.0
Speaker
Room: Octavius 16
Deep Learning World
Speaker
Principal Machine Learning Engineer
4:15 pm
Short Break
Short Break
Short Break
Short Break
Short Break
4:25 pm
Room: Octavius 24
PAW Business TRACK 1: BUSINESS - Analytics operationalization & leadership
Staffing for machine learning
Speaker
Director of Career Services, Master of Science in Business Analytics
UCLA Anderson School of Management
Room: Octavius 17/18/19
PAW Business TRACK 2: TECH - Advanced ML methods & MLops
Comparing and selecting ML vendors
Case Study: Cisco
Speaker
Room: Octavius 14/15
PAW Business TRACK 3: Cross-industry business applications of machine learning
Human in the loop
Speaker
Room: Octavius 21/22
PAW Financial
Responsible machine learning
Case study: Pinnacle Actuarial Resources
Speaker
Room: Milano 7
PAW Healthcare
Speaker
CEO & Co-Founder at MIM Solutions Assistant Professor at University of Warsaw
MIM Solutions
Room: Milano 8
PAW Industry 4.0
Speakers
Room: Octavius 16
Deep Learning World
Moderator
Panelists
5:10 pm
End of Conference Day 2
End of Conference Day 2
End of Conference Day 2
End of Conference Day 2
End of Conference Day 2
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Workshops - Thursday, June 23rd, 2022
8:30 am
Room: Palermo
Post-Conference Training Workshop
Full-Day 8:30 am - 4:30pm
This one-day session reveals the subtle mistakes analytics practitioners often make when facing a new challenge (the “deadly dozen”), and clearly explains the advanced methods seasoned experts use to avoid those pitfalls and build accurate and reliable models.
The Workshop Description will be available shortly.
Instructor
Room: Milano 7
Post-Conference Training Workshop
Full-Day 8:30 am - 4:30pm
This one day workshop reviews major big data success stories that have transformed businesses and created new markets.
The Workshop Description will be available shortly.
Instructors
Room: Milano 8
Post-Conference Training Workshop
Full-Day 8:30 am - 4:30pm
This workshop dives into the key ensemble approaches, including Bagging, Random Forests, and Stochastic Gradient Boosting.
The Workshop Description will be available shortly.
Instructor
5:30 pm
Room: Palermo
Post-Conference Training Workshop
3 hour workshop: 5:30-8:30pm
This 3 hour workshop launches your tenure as a user of R, the well-known open-source platform for data analysis.
The Workshop Description will be available shortly.
Instructor
8:30 pm
End of Post-Conference Training Workshops
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Workshops - Friday, June 24th, 2022
8:30 am
Room: Palermo
Post-Conference Training Workshop
Full-Day 8:30 am - 4:30pm
Gain experience driving R for predictive modeling across real examples and data sets. Survey the pertinent modeling packages.
The Workshop Description will be available shortly.
Instructor
4:30 pm
End of Post-Conference Training Workshops
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All times are Pacific Daylight Time (PDT/UTC-7)