This document discusses data science platforms and provides an overview of one platform in particular. It defines a data science platform as software that offers essential functionality for creating data science solutions to incorporate into business processes and supporting technology infrastructure. It lists criteria for evaluating platforms, such as data access, preparation, exploration, machine learning capabilities, and performance. The document then provides details on the offerings, strategy and market presence of one platform, noting its leadership positions in various analyses and awards it has won.

1. PLATAFORMAS PARA
CIÊNCIA DE DADOS
John Lemos Forman
Diretor

2. Definição
Uma Plataforma para Ciência de
Dados é um software que oferece
um conjunto de funcionalidades
essenciais para a criação de todos os
tipos de soluções usando ciência de
dados, de modo a incorporar estas
soluções em processos de negócio e
na infraetrutura tecnológica que os
suporta.
"Doing Data Science", CathyO'Neil and Rachel Schutt, 2013

3. Big Data

4. AI

5. Interpretações
Data Mining &
Analytics Software Poll
Predictive Analytics
& Machine Learning
PALM
Advanced & Predictive
Analytics, Big Data Analytics
& End-User Data Prep
Magic Quadrant
for Data Science Platforms
Predictive Analytics
& Machine Learning
PALM
Magic Quadrant
for Data Science Platforms

6. Critérios
• Data access
• Data preparation
• Data exploration and visualization
• Automation
• User interface
• Machine learning
• Other advanced analytics
• Flexibility, extensibility and openness
• Performance and scalability
• Delivery
• Platform and project management
• Model management
• Precanned solutions
• Collaboration
• Coherence
CurrentOffering
• Architecture
• Data set preparation
• Algorithms
• Model management
• Data science tooling
Strategy
• Acquisition and pricing
• Solution road map
• Ability to execute
• Implementation support
Market Presence
• Vendor sizing
• ISV and services partners

7. Gartner x Forrester

8. Análises
Números
#1 Open-Source
Platform
Last five years in a row
Data Mining &
Analytics Software Poll
Leader
2017
Predictive Analytics
& Machine Learning
#1
Data Science
Platform
200,000+
Engaged
Community
Members
250+
Global
Clients
Operators
(R, Python, etc.)
1,500+
Innovation Winner
2015
Wisdom of Crowds for Advanced &
Predictive Analytics, Big Data
Analytics & End-User Data Prep
Leader
2014, 2015, 2016 & 2017
Gartner Magic Quadrant
for Data Science Platforms
Prêmios
CB Insights
The AI 100, 2017
“100 Startups Using Artificial Intelligence
to Transform Industries”
VENTANA RESEARCH
2016 Technology Innovation
Awards Winner
Predictive Analytics

9. Obrigado!
John Lemos Forman
John@jforman.com.br
Diretor
Certified RapidMiner Analyst
RapidMiner Ambassador