A completely subjective look at the direction the role of the architect might take in years to come, as we endeavour to keep up with the ever accelerating pace of change.
What Every Learning Pro Should Know About #NoCodeMike Taylor
What if you could turn your ideas into real projects and build tools for automating work without needing to know how to code? Until recently, the only people who could build things on the internet were a few ambitious people who spent months learning to code before publishing even the most basic website. Today, anyone with a little creativity and access to the internet can use GUI-based (no code) tools quickly and easily to build not only websites but also to create fully-functional custom applications without writing any code. What seemed impossible a few years ago is now a reality: drag, drop and deploy. This session is perfect for those who want to learn how to take advantage of opportunities to adapt and leverage the right technologies at the right time to meet organizational goals.
#NoCode tools allow anyone to create automated workflows between your favorite apps and services to synchronize files, get notifications, collect data, and more. They can boost business productivity to get more done in less time and even create custom apps without needing to write any code. In this session, you’ll discover how, with the help of these #NoCode tools, you can develop, integrate, and automate your important L&D processes quickly and easier than ever before.
In this session, you will learn:
* What #NoCode is and why you should care
* How to use a variety of task automation platforms such as IFTTT, Zapier, and * Microsoft Power Automate, which enable anyone to spend less time doing operational tasks (aka busy work)
* How and where to find the right tool for your projects
* About some of the options available for designing and creating websites and applications without involving (much, if any) coding
* The best people and resources for learning how to extend what you learn beyond the end of this learning experience
EdgeX Foundry - Open Interop Platform for the IoT Edge. Barton George
This presentation gives a high level overview of EdgeX Foundry. EdgeX Foundry is a vendor-neutral open source project hosted by The Linux Foundation. At the heart of the project is an interoperability framework hosted within a full hardware- and OS-agnostic reference software platform. This platform enables an ecosystem of plug-and-play components that unifies the marketplace and accelerates the deployment of IoT solutions.
Presented by Barton George, Office of the CTO, Dell EMC. Cloud Foundry Summit Europe 2017, October 12. Basel, Switzerland
"In this discussion, we will cover the basics of experiential marketing campaigns, discuss metrics and ROI, and provide examples. We'll touch on social media campaigns, hackathons and developer events, and both digital and in-person experiences."
Forget Process, Focus on People - Peter LeesonITCamp
Quality is not created by processes, controls, measurements and audits. Quality is not created by testing and reviewing. Quality is created by the people who do the work. In this talk, a process improvement consultant will tell you why you should forget about process and focus on what really matters: the people doing the work. FP2 is a review of what needs to be in place in order to deliver high-quality products and services without the levels of bureaucracy and supervision so frequently expected by management and consultants selling their solutions. Let’s change the world together.
What if I were to say to you that applications do not exist? That what you are seeing today are merely the remnants of a concept created by an ancient IT civilization. An era ruled by large mainframes and antiquated software. It is now 2015 and advances in social software, cognitive computing, and graph databases have the potential to deliver new ways in which computer devices can be used to integrate their users with important business processes. We now live in an era in which we expect to quickly find relevant information regardless of the data silo in which it is stored. An era in which we demand to be connected to all the relevant information capable of empowering us to do our job. In this session we will explore a world in which Domino acts as a data server instead of an application server. A world in which NSF data silos form part of a business graph that is then augmented with social data. A world without applications.
User-Modifiable Software: Smalltalk and HyperCardJosh Justice
When software doesn’t fully meet the needs of its user, what are the user’s options? For commercial software, the user can lobby the manufacturer for the feature they need—but the manufacturer may not respond. For open-source software, the user can fork the repo and add the feature themselves—but this requires becoming a developer on the platform the app is written in.
But there have been better options in the past history of computing: software platforms that allow users to inspect the code of their software and modify it in the same environment the software runs in. With these software platforms, anyone using the application already has all the tooling they need to see how the application works and modify it. Platforms like this have played a significant role in the advancement of personal computing; can they do so again? This talk presents two such user-modifiable software systems: Smalltalk and HyperCard. Based on research into these systems’ origins, properties, and impact, it offers seven insights from them that can be applied to current and future user-modifiable systems.
A completely subjective look at the direction the role of the architect might take in years to come, as we endeavour to keep up with the ever accelerating pace of change.
What Every Learning Pro Should Know About #NoCodeMike Taylor
What if you could turn your ideas into real projects and build tools for automating work without needing to know how to code? Until recently, the only people who could build things on the internet were a few ambitious people who spent months learning to code before publishing even the most basic website. Today, anyone with a little creativity and access to the internet can use GUI-based (no code) tools quickly and easily to build not only websites but also to create fully-functional custom applications without writing any code. What seemed impossible a few years ago is now a reality: drag, drop and deploy. This session is perfect for those who want to learn how to take advantage of opportunities to adapt and leverage the right technologies at the right time to meet organizational goals.
#NoCode tools allow anyone to create automated workflows between your favorite apps and services to synchronize files, get notifications, collect data, and more. They can boost business productivity to get more done in less time and even create custom apps without needing to write any code. In this session, you’ll discover how, with the help of these #NoCode tools, you can develop, integrate, and automate your important L&D processes quickly and easier than ever before.
In this session, you will learn:
* What #NoCode is and why you should care
* How to use a variety of task automation platforms such as IFTTT, Zapier, and * Microsoft Power Automate, which enable anyone to spend less time doing operational tasks (aka busy work)
* How and where to find the right tool for your projects
* About some of the options available for designing and creating websites and applications without involving (much, if any) coding
* The best people and resources for learning how to extend what you learn beyond the end of this learning experience
EdgeX Foundry - Open Interop Platform for the IoT Edge. Barton George
This presentation gives a high level overview of EdgeX Foundry. EdgeX Foundry is a vendor-neutral open source project hosted by The Linux Foundation. At the heart of the project is an interoperability framework hosted within a full hardware- and OS-agnostic reference software platform. This platform enables an ecosystem of plug-and-play components that unifies the marketplace and accelerates the deployment of IoT solutions.
Presented by Barton George, Office of the CTO, Dell EMC. Cloud Foundry Summit Europe 2017, October 12. Basel, Switzerland
"In this discussion, we will cover the basics of experiential marketing campaigns, discuss metrics and ROI, and provide examples. We'll touch on social media campaigns, hackathons and developer events, and both digital and in-person experiences."
Forget Process, Focus on People - Peter LeesonITCamp
Quality is not created by processes, controls, measurements and audits. Quality is not created by testing and reviewing. Quality is created by the people who do the work. In this talk, a process improvement consultant will tell you why you should forget about process and focus on what really matters: the people doing the work. FP2 is a review of what needs to be in place in order to deliver high-quality products and services without the levels of bureaucracy and supervision so frequently expected by management and consultants selling their solutions. Let’s change the world together.
What if I were to say to you that applications do not exist? That what you are seeing today are merely the remnants of a concept created by an ancient IT civilization. An era ruled by large mainframes and antiquated software. It is now 2015 and advances in social software, cognitive computing, and graph databases have the potential to deliver new ways in which computer devices can be used to integrate their users with important business processes. We now live in an era in which we expect to quickly find relevant information regardless of the data silo in which it is stored. An era in which we demand to be connected to all the relevant information capable of empowering us to do our job. In this session we will explore a world in which Domino acts as a data server instead of an application server. A world in which NSF data silos form part of a business graph that is then augmented with social data. A world without applications.
User-Modifiable Software: Smalltalk and HyperCardJosh Justice
When software doesn’t fully meet the needs of its user, what are the user’s options? For commercial software, the user can lobby the manufacturer for the feature they need—but the manufacturer may not respond. For open-source software, the user can fork the repo and add the feature themselves—but this requires becoming a developer on the platform the app is written in.
But there have been better options in the past history of computing: software platforms that allow users to inspect the code of their software and modify it in the same environment the software runs in. With these software platforms, anyone using the application already has all the tooling they need to see how the application works and modify it. Platforms like this have played a significant role in the advancement of personal computing; can they do so again? This talk presents two such user-modifiable software systems: Smalltalk and HyperCard. Based on research into these systems’ origins, properties, and impact, it offers seven insights from them that can be applied to current and future user-modifiable systems.
IWNY 2014: Stop, Collaborate and Listen - The Art of Smart Product DesignDan Maccarone
The best products are not created in a bubble. Over the course of this talk, we will review the critical roles that, through teamwork, the best products are launched. In addition to understanding the definitions/responsibilities of these roles, we'll discuss how to give constructive feedback, common mistakes that teams make (large and small) and analyze experiences that have had successful launches.
This presentation gives a brief overview of the Singapore Government sponsored Design Engage program as delivered by Cloud View Pte Ltd with our partners, POTMstudios.
Our approach is very much one of making sure that things are right for you, our clients, so the content should be taken as indicative of what could be done.
We’d love to create a bespoke approach for you.
As of today (Jan 2012) 50% funding is available for successful applicants to do the program with us.
Exploring the world of Open Source Design, looking at what designers are doing with open source tools like gimp, inkscape, and blender3d. We also look at how designers get creative with interface design using various designer friendly open source languages like CSS, PHP, JS, and more.
APIs have become ubiquitous and they have profoundly changed the way we connect to the world. They have opened the doors to enterprise back-end infrastructure and made it possible for developers to build innovative mobile applications. But this IT revolution comes with its share of challenges. “If we build it they will come” is no longer an effective API launch strategy. AnyPresence and WIP Factory are joining forces to share valuable best practices on improving API adoption.
Become a cloud superhero with Code, Community & CultureAngel Diaz
Become a cloud superhero with Code, Community & Culture
We have the power to change the world
IP Expo Europe
7-8 October 2015, ExCel London
http://www.ipexpoeurope.com/Seminar-Planner/Speakers/Dr-Angel-Diaz
Introduction to Power Platform
Low Code Evolution
Who is building solutions with the Power Platform?
Why Power Platform?
Integrated low code platform
What is the Common Data Service?
Two Types of Data.
Power Apps
Power Automate
Power BI
Demo
Reference
How do you analyze a Petabyte of data?
The Spark Python API or PySpark exposes the Spark programming model to Python. Apache® Spark™ is open-source and is one of the most popular Big Data frameworks for scaling up your tasks in a cluster. It was developed to utilize distributed, in-memory data structures to improve data processing speeds for massive amounts of data.
We’ll also look into Spark SQL - Apache Spark’s module for working with structured data and MLlib - Apache Spark’s scalable machine learning library.
What will you learn?
Perform Big Data analysis with PySpark
Use SQL queries with DataFrames by using the Spark SQL module
Use Machine learning with MLlib library
Simply having an API available isn't enough. This presentation covers how to ensure you maximize your returns from developer interest in your APIs. Presented at Apps World London, November 2014.
A changing market landscape and open source innovations are having a dramatic impact on the consumability and ease of use of data science tools. Join this session to learn about the impact these trends and changes will have on the future of data science. If you are a data scientist, or if your organization relies on cutting edge analytics, you won't want to miss this!
As humans, we face an increasing amount of data and information every day. To derive meaning and make sense of this complex world, we constantly scan the world around us and select what we believe is important and what is not. In this session I will go trough the end to end framework about turning data into business actions.
IWNY 2014: Stop, Collaborate and Listen - The Art of Smart Product DesignDan Maccarone
The best products are not created in a bubble. Over the course of this talk, we will review the critical roles that, through teamwork, the best products are launched. In addition to understanding the definitions/responsibilities of these roles, we'll discuss how to give constructive feedback, common mistakes that teams make (large and small) and analyze experiences that have had successful launches.
This presentation gives a brief overview of the Singapore Government sponsored Design Engage program as delivered by Cloud View Pte Ltd with our partners, POTMstudios.
Our approach is very much one of making sure that things are right for you, our clients, so the content should be taken as indicative of what could be done.
We’d love to create a bespoke approach for you.
As of today (Jan 2012) 50% funding is available for successful applicants to do the program with us.
Exploring the world of Open Source Design, looking at what designers are doing with open source tools like gimp, inkscape, and blender3d. We also look at how designers get creative with interface design using various designer friendly open source languages like CSS, PHP, JS, and more.
APIs have become ubiquitous and they have profoundly changed the way we connect to the world. They have opened the doors to enterprise back-end infrastructure and made it possible for developers to build innovative mobile applications. But this IT revolution comes with its share of challenges. “If we build it they will come” is no longer an effective API launch strategy. AnyPresence and WIP Factory are joining forces to share valuable best practices on improving API adoption.
Become a cloud superhero with Code, Community & CultureAngel Diaz
Become a cloud superhero with Code, Community & Culture
We have the power to change the world
IP Expo Europe
7-8 October 2015, ExCel London
http://www.ipexpoeurope.com/Seminar-Planner/Speakers/Dr-Angel-Diaz
Introduction to Power Platform
Low Code Evolution
Who is building solutions with the Power Platform?
Why Power Platform?
Integrated low code platform
What is the Common Data Service?
Two Types of Data.
Power Apps
Power Automate
Power BI
Demo
Reference
How do you analyze a Petabyte of data?
The Spark Python API or PySpark exposes the Spark programming model to Python. Apache® Spark™ is open-source and is one of the most popular Big Data frameworks for scaling up your tasks in a cluster. It was developed to utilize distributed, in-memory data structures to improve data processing speeds for massive amounts of data.
We’ll also look into Spark SQL - Apache Spark’s module for working with structured data and MLlib - Apache Spark’s scalable machine learning library.
What will you learn?
Perform Big Data analysis with PySpark
Use SQL queries with DataFrames by using the Spark SQL module
Use Machine learning with MLlib library
Simply having an API available isn't enough. This presentation covers how to ensure you maximize your returns from developer interest in your APIs. Presented at Apps World London, November 2014.
A changing market landscape and open source innovations are having a dramatic impact on the consumability and ease of use of data science tools. Join this session to learn about the impact these trends and changes will have on the future of data science. If you are a data scientist, or if your organization relies on cutting edge analytics, you won't want to miss this!
As humans, we face an increasing amount of data and information every day. To derive meaning and make sense of this complex world, we constantly scan the world around us and select what we believe is important and what is not. In this session I will go trough the end to end framework about turning data into business actions.
1) Learn about Myplanet's Headless CMS solution using Gatsby Preview and Contentful’s UI Extensions (https://www.contentful.com/resources/serverless/)
2) their Serverless project with IBM - using Apache OpenWhisk (https://www.ibm.com/cloud/functions)
3) how Myplanet got involved with AWS DeepRacer - a fun way to get started with Reinforcement Learning (RL), and their racing experience at re:Invent DeepRacer League (https://reinvent.awsevents.com/learn/deepracer/)
4) their Machine Learning (ML) research related to finding DeepRacer’s ideal line (https://medium.com/myplanet-musings/the-best-path-a-deepracer-can-learn-2a468a3f6d64).
BONUS: Two TED Talks referenced in the intro
5) When ideas have sex | Matt Ridley | Jul 14, 2010 https://www.ted.com/talks/matt_ridley_when_ideas_have_sex
6) Why The Best Leaders Make Love The Top Priority | Matt Tenney | Dec 5, 2019 https://www.youtube.com/watch?v=qCVoohdyI6I
VIDEO: https://youtu.be/ZH1xxmBNx5k
Introduction to (web) APIs - definitions, examples, concepts and trendsOlaf Janssen
This story is about the added value of APIs (application programming interfaces) for modern businesses, developers and software consumers. It deals with API-fundamentals and shows how APIs are the cornerstones of modern business development (BizDev2.0). By looking at casestudies from Google Maps, Twitter, Amazon, eBay, Moo, Flickr, Netflix and other web2.0-companies, it becomes clear how APIs add value for all parties on the modern web.
This presentation was given by Olaf Janssen - Open Data coordinator for the National Library of the Netherlands (KB) - as a lecture for students of the master's course "Digital Access to Cultural Heritage" at Leiden University on 13-3-2014
Appsilon Data Science's CEO, Filip Stachura presented our experience with building the necessary infrastructure for scaling a shiny app. He discussed our insights and what we put an emphasis on to maximize usability.
youtube video: https://youtu.be/HcjqCn0hIGs
blogpost: https://appsilon.com/our-experience-at-earl-london-2017/
and another one on how we built a shiny app for 700 users:
https://appsilon.com/how-we-built-a-shiny-app-for-700-users/
Please contact us if you need r shiny consulting, shiny app development etc.
https:///appsilon.com/
Apache Spark™ Applications the Easy Way - Pierre Borckmanssparktc
At the sold-out Spark & Machine Learning Meetup in Brussels on October 27, 2016, Pierre Borckmans of Real Impact Analytics delivered a lightning talk called "Writing Spark applications, the easy way".
As Pierre explained, even though Apache Spark™ offers intuitive and high-level APIs, writing production-ready Spark data pipelines involves non-trivial challenges for data scientists without expert background in software development and devops matters. In this short talk, he showed how his team tackled these issues at Real Impact Analytics, by developing an intuitive framework for writing dataflows, offering convenient data exploration and testing facilities, while hiding devops-related complexity.
Hyperparameter Optimization - Sven Hafenegersparktc
At the sold-out Spark & Machine Learning Meetup in Brussels on October 27, 2016, Sven Hafeneger of IBM delivered a lightning talk called Hyperparameter Optimization - when scikit-learn meets PySpark.
As Sven explained, Apache Spark™ is not only useful when you have big data problems. If you have a relatively small data set you might still have a big computational problem. One problem is the search for optimal parameters for ML algorithms.
Normally, a data scientist has a laptop with 4 cores (8 threads), that means it will take some time to perform a grid search. However, using Spark opens the possibility that the grid search can be taken out on a cluster with a higher degree of parallelism.
At the sold-out Spark & Machine Learning Meetup in Brussels on October 27, 2016, Kris Peeters of Data Minded delivered a lightning talk called A data scientist, a BI expert and a big data engineer walk into a bar: how 3 different worlds come together with Spark.
As Kris explained, because of its general-purpose nature, Apache Spark™ is being used by a wide variety of data professionals, each with their own backgrounds. The data warehouse / data lake of a large organization is a spot where those 3 worlds collide. We've experience the good, the bad and the ugly of those encounters first hand. In this lightning talk, Kris shared what each group can learn from each other, how they can collaborate, and which are the recipes for disaster.
At the recent sold-out Spark & Machine Learning Meetup in Brussels, Holden Karau of the Spark Technology Center delivered a lightning talk called A very brief introduction to extending Spark ML for custom models: Talk + Demo.
Holden took a look at Apache SparkML™ pipelines. Inspired by sci-kit learn, they have the potential to make machine learning tasks much easier. This talk looked at how to extend Spark ML with custom model types when the built-in options don't meet your needs.
Creating an end-to-end Recommender System with Apache Spark and Elasticsearch...sparktc
At the sold-out Spark & Machine Learning Meetup in Brussels on October 27, 2016, Nick Pentreath of the Spark Technology Center teamed up with Jean-François Puget of IBM Analytics to deliver a talk called Creating an end-to-endRecommender System with Apache Spark and Elasticsearch.
Jean-François and Nick started with a look at the workflow for recommender systems and machine learning, then moved on to data modeling and using Spark ML for collaborative filtering. They closed with a discussion of deploying and scoring the recommender models, including a demo.
DeepLearning4J and Spark: Successes and Challenges - François Garillotsparktc
At the recent sold-out Spark & Machine Learning Meetup in Brussels, François Garillot of Skymind delivered a lightning talk called DeepLearning4J and Spark: Successes and Challenges.
Specifically, François offered a tour of the DeepLearning4J architecture intermingled with applications. He went over the main blocks of this deep learning solution for the JVM that includes GPU acceleration, a custom n-dimensional array library, a parallelized data-loading swiss army tool, deep learning and reinforcement learning libraries — all with an easy-access interface.
Along the way, he pointed out the strategic points of parallelization of computation across machines and gave insight on where Spark helps — and where it doesn't.
DeepLearning4J and Spark: Successes and Challenges - François Garillotsparktc
At the recent sold-out Spark & Machine Learning Meetup in Brussels, François Garillot of Skymind delivered a lightning talk called DeepLearning4J and Spark: Successes and Challenges.
Specifically, François offered a tour of the DeepLearning4J architecture intermingled with applications. He went over the main blocks of this deep learning solution for the JVM that includes GPU acceleration, a custom n-dimensional array library, a parallelized data-loading swiss army tool, deep learning and reinforcement learning libraries — all with an easy-access interface.
Along the way, he pointed out the strategic points of parallelization of computation across machines and gave insight on where Spark helps — and where it doesn't.
The Internet of Everywhere — How The Weather Company Scalessparktc
Weather is both massive and intensely local. Building a weather service involves capturing lots of data for many, many places over long timeframes, applying intensive analysis to those datasets to predict what will happen next, and then delivering those insights to the millions mobile users and other endpoints who request it, all within a fraction of a second.
Here we share the slides from Robbie Strickland's Spark Summit talk.
In the slides, Robbie offers the full end-to-end view of how The Weather Company uses Spark to manage this large scale challenge.
GPU Support in Spark and GPU/CPU Mixed Resource Scheduling at Production Scalesparktc
GPUs have been increasingly used in a broad area of applications, such as machine learning, image processing and risk analytics to achieve higher performance and lower costs (energy footprints). On the other hand, Spark has become a very popular distributed application framework for data processing and complex analytics.
How Spark Enables the Internet of Things: Efficient Integration of Multiple ...sparktc
IBM researchers in Haifa, together with partners from the COSMOS EU-funded project, are using Spark to analyze the new wave of IoT data and solve problems in a way that is generic, integrated, and practical.
Weren't at Spark Summit Europe? Have no fear, you can now view IBM's Keynote by Anjul Bhambhri, VP Product Development, IBM. This presentation covers IBM's advancements in bringing Spark mainstream. Take a look and enjoy.
Can AI do good? at 'offtheCanvas' India HCI preludeAlan Dix
Invited talk at 'offtheCanvas' IndiaHCI prelude, 29th June 2024.
https://www.alandix.com/academic/talks/offtheCanvas-IndiaHCI2024/
The world is being changed fundamentally by AI and we are constantly faced with newspaper headlines about its harmful effects. However, there is also the potential to both ameliorate theses harms and use the new abilities of AI to transform society for the good. Can you make the difference?
Expert Accessory Dwelling Unit (ADU) Drafting ServicesResDraft
Whether you’re looking to create a guest house, a rental unit, or a private retreat, our experienced team will design a space that complements your existing home and maximizes your investment. We provide personalized, comprehensive expert accessory dwelling unit (ADU)drafting solutions tailored to your needs, ensuring a seamless process from concept to completion.
Between Filth and Fortune- Urban Cattle Foraging Realities by Devi S Nair, An...Mansi Shah
This study examines cattle rearing in urban and rural settings, focusing on milk production and consumption. By exploring a case in Ahmedabad, it highlights the challenges and processes in dairy farming across different environments, emphasising the need for sustainable practices and the essential role of milk in daily consumption.
Hello everyone! I am thrilled to present my latest portfolio on LinkedIn, marking the culmination of my architectural journey thus far. Over the span of five years, I've been fortunate to acquire a wealth of knowledge under the guidance of esteemed professors and industry mentors. From rigorous academic pursuits to practical engagements, each experience has contributed to my growth and refinement as an architecture student. This portfolio not only showcases my projects but also underscores my attention to detail and to innovative architecture as a profession.
Transforming Brand Perception and Boosting Profitabilityaaryangarg12
In today's digital era, the dynamics of brand perception, consumer behavior, and profitability have been profoundly reshaped by the synergy of branding, social media, and website design. This research paper investigates the transformative power of these elements in influencing how individuals perceive brands and products and how this transformation can be harnessed to drive sales and profitability for businesses.
Through an exploration of brand psychology and consumer behavior, this study sheds light on the intricate ways in which effective branding strategies, strategic social media engagement, and user-centric website design contribute to altering consumers' perceptions. We delve into the principles that underlie successful brand transformations, examining how visual identity, messaging, and storytelling can captivate and resonate with target audiences.
Methodologically, this research employs a comprehensive approach, combining qualitative and quantitative analyses. Real-world case studies illustrate the impact of branding, social media campaigns, and website redesigns on consumer perception, sales figures, and profitability. We assess the various metrics, including brand awareness, customer engagement, conversion rates, and revenue growth, to measure the effectiveness of these strategies.
The results underscore the pivotal role of cohesive branding, social media influence, and website usability in shaping positive brand perceptions, influencing consumer decisions, and ultimately bolstering sales and profitability. This paper provides actionable insights and strategic recommendations for businesses seeking to leverage branding, social media, and website design as potent tools to enhance their market position and financial success.
3. What is Spark?
visit www.spark.tc for more informationIBM | Spark
•Spark is an application framework
for doing highly iterative analysis
that scales to large volumes of
data.
•Spark provides a platform to bring
application developers, data
scientists, and data engineers
together in a unified, easy to use,
environment.*
* read more from Rob Thomas on the STC blog: http://www.spark.tc/spark/
Apache Spark™ lowers the barrier to entry to build analytics applications, by reducing the time
and complexity to develop analytic workflows.
4. What is the STC?
visit www.spark.tc for more informationIBM | Spark
Bridge: STC is an interface between IBM
and the Spark community.
Contribute: We contribute to the Apache
Spark project.
Build: We build applications & experiences
on the Spark technology platform.
5. STC Design Mission
visit www.spark.tc for more informationIBM | Spark
Make data available to everyone.
• We are a multi-disciplinary team of designers who
collaborate with the Spark community
• to create data experiences that benefit real people,
everywhere.
• We want to take Big Data out of the laboratory, and put it in
the hands of people who can use it to do amazing things.
Everything we do is open-source, available to the world.
6. How do we work?
visit www.spark.tc for more informationIBM | Spark
STC Design has three primary areas of focus:
Create:
Build new data science tools for
the community
Consume:
Build experiences that demonstrate
the capabilities of Spark
Engage:
Build experiences in collaboration
with clients & the community
7. Focus #1: Create
visit www.spark.tc for more informationIBM | Spark
Current tools for data scientists are crude, difficult to use, and have a steep learning curve. It won’t always be this
way: STC Design aspires to create beautiful, powerful, easy to use tools for the community.
First project: redesign the Apache Zeppelin notebook to make it the best available for data scientists.
8. Focus #2: Consume
visit www.spark.tc for more informationIBM | Spark
Data science means nothing unless “real” people can benefit from the technology. “Consume” apps are built to
place the power of data in the hands of anyone: business people, doctors, students, regular people anywhere. The
first of these apps is RedRock, a simple yet powerful Twitter analysis tool for the iPad.
9. Focus #3: Engage
visit www.spark.tc for more informationIBM | Spark
STC Design is an IBM Studio, a place to collaborate with clients, partners and the open source community to
create data experiences that benefit the world.
10. Engage: Mission
visit www.spark.tc for more informationIBM | Spark
Engage with the open source
community and promote
technologies around big data
leveraging Spark.
We aspire to help people with great ideas, or work
together to solve problems in ways that can be
extended to people and businesses everywhere.
11. Is the partner willing
to experiment?
Engage: Decision Tree
visit www.spark.tc for more informationIBM | Spark
Is it open
source?
Is it public?
Does the product have
reasonable chances to
be launched?
Does the product need
design consulting?
Does the project allow
flexible deadlines?
Are we going to have
people support from
the partner?
CASE BY CASE
Does it use
Spark?
Can it go
public?
Is the partner an
existing IBM
client?
Is it a core
product for
them?
Is the product going to
have a strong impact in
the community?
YES
YES
NO
NO
NO
NO YES
NO
YES
NO
NO
YES
NO
NO
YES
YES
YES
YES
NEW ENGAGE
OPPORTUNITY
YES
YES
We would love to collaborate with projects that are aligned with our mission and that would benefit from design thinking.
NO
NO
NO
YES
POSSIBLE
PARTNERSHIP
CASE BY CASE
12. Engage: Keywords
visit www.spark.tc for more informationIBM | Spark
Explore
Innovate
Create
Open Source
Storytellers
Benefit people
Wow factor
Public stories
Awesome partners
Flexibility
Experiment
Committed partners
STC Portfolio
Solve real problems
Sexy products
Real products
Community
STC Blog
13. STC Design: milestone projects
visit www.spark.tc for more informationIBM | Spark
RedRock is an app that analyzes Twitter data to help
people understand the response to any keyword:
-what are the unique conversations on the topic?
-how do people feel about the topic?
-when and from where have tweets originated?
-what are the professions of the people involved?
-what other topics are part of the conversation?
RedRock was kicked off the week after STC Design
launched, and the app was launched within a month.
RedRock
14. STC Design: milestone projects
visit www.spark.tc for more informationIBM | Spark
RedRock v2 built upon the RedRock foundations, but
with better visualizations, massively more data (2B
tweets), continuous data updating, and near
instantaneous performance.
RedRock was kicked off in September, and launched
mid October.
RedRock
15. STC Design: milestone projects
visit www.spark.tc for more informationIBM | Spark
Apache Zeppelin is the open source notebook that
forms the core user experience of IOP. Alongside the
IOP work of integrating Zeppelin into the platform, the
team is working on improvements to the open-source
version of the design. As of November, we have
already committed several bug fixes, and have core
improvements to UI functionality and design language
ready to submit.
RedRock
IBM Analytics Platform
1 2A Data Scientist or Data Engineer will
be able to produce data visualizations
directly from a notebook, and share
these visualizations with stakeholders,
in standard formats (i.e. .pdf, .exl, .html).
Data Scientists and Data Engineers will
be able to actively collaborate,using
their language of choice, in the same
notebook, in real-time.
A member of the open source
community will see IBM Design directly
contributing assets to the Apache
Zeppelin project and think of IBM
Design as a leader in open source
design.
HILLS
3
PERSONAS
Susan
D ATA S C I E N T I S T
Analytics Knowledge
Business Knowledge
Programming Skills
Ben
D ATA E N G I N E E R
Analytics Knowledge
Business Knowledge
Programming Skills
Analytics Knowledge
Business Knowledge
Programming Skills
C E O
Diana
MISSION Introduce the first truly accessible exploratory data science tool to the
open source community and establish IBM Design as a leader in the open
source community.
COMPETITORS
Apache Zeppelin Notebook
16. Visit www.spark.tc for more information
and sign up for the newsletter
Thanks,
Valeria Montrucchio | valeriamon@us.ibm.com