Your guide to data analytics and machine learning

Today’s smart computers can beat board game champions, master video games, and learn to recognize cats. No wonder artificial intelligence has captured the imaginations of business and IT leaders. And indeed, AI is starting to transform processes in established industries, from retail to financial services to manufacturing.

But an organization’s success in this area depends on its ability to capture, prepare, and analyze data strategically and effectively. Our guide deconstructs the hype around AI to help you do just that. It also explains how cloud services can greatly simplify this journey — wherever your company is on the path to data maturity.

Featuring new research and Google’s own contributions to the field, each section highlights a key step in the data management cycle and uses examples to illustrate what’s possible. Our guide will empower you to unlock the transformational power of information you’re already collecting, getting useful insights from a vast and complex landscape of data.

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Agenda

8:30 AM–9:30 AM

Registrations
9:30 AM–9:40 AM

Introduction | Simon Donovan, Gaming Executive Lead, Google
9:40 AM–10:00 AM

Pushing the limits of BigQuery with Kabam | Costas Piliotis, Lead Data Analyst Kabam
10:20 AM–10:40 AM

Fast analytics at scale with Google BigQuery | Jen Tong, Staff Developer Advocate, Google
10:40 AM–11:00 AM

Coffee Break
11:00 AM–11:20 AM

Geospatial Games with Niantic | Phil Keslin, CTO Niantic
11:20 AM–11:40 AM

Realtime Gaming with Containers and gRPC | Mark Mandel, Developer Advocate, Google
11:40 AM–12:40 PM

Lunch
12:40 PM–1:00 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine | Chris Sierra, Sales Engineer, Google
1:00 PM–1:20 PM

Pocket Gems: Scaling mobile games to a global audience using App Engine and Cloud Datastore | Gustavo Ambrozio, Software Engineer at Pocket Gems
1:20 PM–1:40 PM

Blue-sky Gaming concepts powered by Google Cloud Platform | Joseph Holley, Cloud Solutions Architect, Google
1:40 PM–2:40 PM

Panel Q&
2:40 PM–3:40 PM

Happy Hour

Saturday, November 10

8:30 AM–9:30 AM

Registrations
9:30 AM–9:40 AM

Introduction | Simon Donovan, Gaming Executive Lead, Google
9:40 AM–10:00 AM

Pushing the limits of BigQuery with Kabam | Costas Piliotis, Lead Data Analyst Kabam
10:20 AM–10:40 AM

Fast analytics at scale with Google BigQuery | Jen Tong, Staff Developer Advocate, Google
10:40 AM–11:00 AM

Coffee Break
11:00 AM–11:20 AM

Geospatial Games with Niantic | Phil Keslin, CTO Niantic
11:20 AM–11:40 AM

Realtime Gaming with Containers and gRPC | Mark Mandel, Developer Advocate, Google
11:40 AM–12:40 PM

Lunch
12:40 PM–1:00 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine | Chris Sierra, Sales Engineer, Google
1:00 PM–1:20 PM

Pocket Gems: Scaling mobile games to a global audience using App Engine and Cloud Datastore | Gustavo Ambrozio, Software Engineer at Pocket Gems
1:20 PM–1:40 PM

Blue-sky Gaming concepts powered by Google Cloud Platform | Joseph Holley, Cloud Solutions Architect, Google
1:40 PM–2:40 PM

Panel Q&
2:40 PM–3:40 PM

Happy Hour

Sunday, November 11

8:30 AM–9:30 AM

Registrations
9:30 AM–9:40 AM

Introduction | Simon Donovan, Gaming Executive Lead, Google
9:40 AM–10:00 AM

Pushing the limits of BigQuery with Kabam | Costas Piliotis, Lead Data Analyst Kabam
10:20 AM–10:40 AM

Fast analytics at scale with Google BigQuery | Jen Tong, Staff Developer Advocate, Google
10:40 AM–11:00 AM

Coffee Break
11:00 AM–11:20 AM

Geospatial Games with Niantic | Phil Keslin, CTO Niantic
11:20 AM–11:40 AM

Realtime Gaming with Containers and gRPC | Mark Mandel, Developer Advocate, Google
11:40 AM–12:40 PM

Lunch
12:40 PM–1:00 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine | Chris Sierra, Sales Engineer, Google
1:00 PM–1:20 PM

Pocket Gems: Scaling mobile games to a global audience using App Engine and Cloud Datastore | Gustavo Ambrozio, Software Engineer at Pocket Gems
1:20 PM–1:40 PM

Blue-sky Gaming concepts powered by Google Cloud Platform | Joseph Holley, Cloud Solutions Architect, Google
1:40 PM–2:40 PM

Panel Q&
2:40 PM–3:40 PM

Happy Hour

Monday, November 12

8:30 AM–9:30 AM

Registrations
9:30 AM–9:40 AM

Introduction | Simon Donovan, Gaming Executive Lead, Google
9:40 AM–10:00 AM

Pushing the limits of BigQuery with Kabam | Costas Piliotis, Lead Data Analyst Kabam
10:20 AM–10:40 AM

Fast analytics at scale with Google BigQuery | Jen Tong, Staff Developer Advocate, Google
10:40 AM–11:00 AM

Coffee Break
11:00 AM–11:20 AM

Geospatial Games with Niantic | Phil Keslin, CTO Niantic
11:20 AM–11:40 AM

Realtime Gaming with Containers and gRPC | Mark Mandel, Developer Advocate, Google
11:40 AM–12:40 PM

Lunch
12:40 PM–1:00 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine | Chris Sierra, Sales Engineer, Google
1:00 PM–1:20 PM

Pocket Gems: Scaling mobile games to a global audience using App Engine and Cloud Datastore | Gustavo Ambrozio, Software Engineer at Pocket Gems
1:20 PM–1:40 PM

Blue-sky Gaming concepts powered by Google Cloud Platform | Joseph Holley, Cloud Solutions Architect, Google
1:40 PM–2:40 PM

Panel Q&
02:40 PM–03:40 PM

Happy Hour

Tuesday, November 13

8:30 AM–9:30 AM

Registrations
9:30 AM–9:40 AM

Introduction | Simon Donovan, Gaming Executive Lead, Google
9:40 AM–10:00 AM

Pushing the limits of BigQuery with Kabam | Costas Piliotis, Lead Data Analyst Kabam
10:20 AM–10:40 AM

Fast analytics at scale with Google BigQuery | Jen Tong, Staff Developer Advocate, Google
10:40 AM–11:00 AM

Coffee Break
11:00 AM–11:20 AM

Geospatial Games with Niantic | Phil Keslin, CTO Niantic
11:20 AM–11:40 AM

Realtime Gaming with Containers and gRPC | Mark Mandel, Developer Advocate, Google
11:40 AM–12:40 PM

Lunch
12:40 PM–1:00 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine | Chris Sierra, Sales Engineer, Google
1:00 PM–1:20 PM

Pocket Gems: Scaling mobile games to a global audience using App Engine and Cloud Datastore | Gustavo Ambrozio, Software Engineer at Pocket Gems
1:20 PM–1:40 PM

Blue-sky Gaming concepts powered by Google Cloud Platform | Joseph Holley, Cloud Solutions Architect, Google
1:40 PM–2:40 PM

Panel Q&
2:40 PM–3:40 PM

Happy Hour

Wednesday, November 14

8:30 AM–9:30 AM

Registrations
9:30 AM–9:40 AM

Introduction | Simon Donovan, Gaming Executive Lead, Google
9:40 AM–10:00 AM

Pushing the limits of BigQuery with Kabam | Costas Piliotis, Lead Data Analyst Kabam
10:20 AM–10:40 AM

Fast analytics at scale with Google BigQuery | Jen Tong, Staff Developer Advocate, Google
10:40 AM–11:00 AM

Coffee Break
11:00 AM–11:20 AM

Geospatial Games with Niantic | Phil Keslin, CTO Niantic
11:20 AM–11:40 AM

Realtime Gaming with Containers and gRPC | Mark Mandel, Developer Advocate, Google
11:40 AM–12:40 PM

Lunch
12:40 PM–1:00 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine | Chris Sierra, Sales Engineer, Google
1:00 PM–1:20 PM

Pocket Gems: Scaling mobile games to a global audience using App Engine and Cloud Datastore | Gustavo Ambrozio, Software Engineer at Pocket Gems
1:20 PM–1:40 PM

Blue-sky Gaming concepts powered by Google Cloud Platform | Joseph Holley, Cloud Solutions Architect, Google
1:40 PM–2:40 PM

Panel Q&
2:40 PM–3:40 PM

Happy Hour

Saturday, November 10

Track one

Track Two

8:30 AM–9:30 AM

Introduction

Simon Donovan, Gaming Executive Lead, Google

Introduction

Sarah Dawson, Linguistics Specialist, Google

8:30 AM–9:30 AM

Pushing the limits of BigQuery with Kabam

Costas Piliotis, Lead Data Analyst Kabam

Realtime Gaming with Containers and GRPC

Mark Mandel, Developer Advocate, Google

11:00 AM–11:45 AM

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

12:30 PM–1:45 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine

The Green Room, North Hall

Blue-sky Gaming concepts powered by Google Cloud Platform

Joseph Holley, Cloud Solutions Architect, Google

2:00 PM–5:00 PM

Blue-sky Gaming concepts powered by Google Cloud Platform Joseph Holley, Cloud Solutions Architect, Google

The Green Room, North Hall

Geospatial Games with Niantic

Phil Keslin, CTO Niantic

Monday, November 12

Track one

Track Two

8:30 AM–9:30 AM

Introduction

Simon Donovan, Gaming Executive Lead, Google

Introduction

Sarah Dawson, Linguistics Specialist, Google

8:30 AM–9:30 AM

Pushing the limits of BigQuery with Kabam

Costas Piliotis, Lead Data Analyst Kabam

Realtime Gaming with Containers and GRPC

Mark Mandel, Developer Advocate, Google

11:00 AM–11:45 AM

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

12:30 PM–1:45 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine

The Green Room, North Hall

Blue-sky Gaming concepts powered by Google Cloud Platform

Joseph Holley, Cloud Solutions Architect, Google

2:00 PM–5:00 PM

Blue-sky Gaming concepts powered by Google Cloud Platform Joseph Holley, Cloud Solutions Architect, Google

The Green Room, North Hall

Geospatial Games with Niantic

Phil Keslin, CTO Niantic

Tuesday, November 13

Track one

Track Two

8:30 AM–9:30 AM

Introduction

Simon Donovan, Gaming Executive Lead, Google

Introduction

Sarah Dawson, Linguistics Specialist, Google

8:30 AM–9:30 AM

Pushing the limits of BigQuery with Kabam

Costas Piliotis, Lead Data Analyst Kabam

Realtime Gaming with Containers and GRPC

Mark Mandel, Developer Advocate, Google

11:00 AM–11:45 AM

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

12:30 PM–1:45 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine

The Green Room, North Hall

Blue-sky Gaming concepts powered by Google Cloud Platform

Joseph Holley, Cloud Solutions Architect, Google

2:00 PM–5:00 PM

Blue-sky Gaming concepts powered by Google Cloud Platform Joseph Holley, Cloud Solutions Architect, Google

The Green Room, North Hall

Geospatial Games with Niantic

Phil Keslin, CTO Niantic

Wednesday, November 14

Track one

Track Two

8:30 AM–9:30 AM

Introduction

Simon Donovan, Gaming Executive Lead, Google

Introduction

Sarah Dawson, Linguistics Specialist, Google

8:30 AM–9:30 AM

Pushing the limits of BigQuery with Kabam

Costas Piliotis, Lead Data Analyst Kabam

Realtime Gaming with Containers and GRPC

Mark Mandel, Developer Advocate, Google

11:00 AM–11:45 AM

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

12:30 PM–1:45 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine

The Green Room, North Hall

Blue-sky Gaming concepts powered by Google Cloud Platform

Joseph Holley, Cloud Solutions Architect, Google

2:00 PM–5:00 PM

Blue-sky Gaming concepts powered by Google Cloud Platform Joseph Holley, Cloud Solutions Architect, Google

The Green Room, North Hall

Geospatial Games with Niantic

Phil Keslin, CTO Niantic

Sunday, November 11

Track one

Track Two

8:30 AM–9:30 AM

Introduction

Simon Donovan, Gaming Executive Lead, Google

Introduction

Sarah Dawson, Linguistics Specialist, Google

8:30 AM–9:30 AM

Pushing the limits of BigQuery with Kabam

Costas Piliotis, Lead Data Analyst Kabam

Realtime Gaming with Containers and GRPC

Mark Mandel, Developer Advocate, Google

11:00 AM–11:45 AM

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

Fast analytics at scale with Google BigQuery

Jen Tong, Staff Developer Advocate, Google

12:30 PM–1:45 PM

Start your engines: Real time shared experiences powered by App Engine & Compute Engine

The Green Room, North Hall

Blue-sky Gaming concepts powered by Google Cloud Platform

Joseph Holley, Cloud Solutions Architect, Google

2:00 PM–5:00 PM

Blue-sky Gaming concepts powered by Google Cloud Platform Joseph Holley, Cloud Solutions Architect, Google

The Green Room, North Hall

Geospatial Games with Niantic

Phil Keslin, CTO Niantic

Speakers

Lisa Martinez-Rangel

Developer Advocate of Machine Learning,

Google Cloud

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

Luiz Gustavo Martinez

Customer Engineer,

Santo Enterprises

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