Both digital and traditional businesses are constantly evolving, and the need to move fast is a pervasive reality. Delivering what customers want and need goes beyond the creation of delivery channels. In fact, it relies on the company’s ability to produce, consume, organise, understand, curate, and distribute data.
In this presentation, Dan Aragao and Simon Hope provide a glimpse of the journey ThoughtWorks and REA are currently undergoing to create a truly data-centric, cutting-edge digital business.
Here at Table19, we believe that great work is only possible when clients and their agencies work together as a team. This is a presentation written by our Executive Creative Director Graham Wall, who on his first day in this industry heard the senior team he was shadowing say something he couldn’t understand: that the client had bought the wrong idea.
This set in motion a desire to understand how and why this had happened, and make sure it never happened again. This presentation details Graham’s learnings and philosophies, and shows how agencies and clients can create better work together.
24 Awesome Infographic Ideas to Inspire Your Next Beautiful CreationPiktochart
Infographics are awesome, simply because they can capture and hold our attention so well - if done right. The best part is, there are so many great examples out there that we can draw inspiration from. Here are 24 infographic ideas that you can use to create your next beautiful creation.
An immersive workshop at General Assembly, SF. I typically teach this workshop at General Assembly, San Francisco. To see a list of my upcoming classes, visit https://generalassemb.ly/instructors/seth-familian/4813
I also teach this workshop as a private lunch-and-learn or half-day immersive session for corporate clients. To learn more about pricing and availability, please contact me at http://familian1.com
Here’s The Deck Andy Raskin Called “The Greatest Sales Pitch I’ve Seen All Year”Drift
Andy Raskin has led strategic story training at Uber, Intel, Yelp, General Assembly and Stanford and called this the greatest sales pitch he's seen all year. Have a look.
9 Tips for Running a Successful Meeting with Remote WorkersShoreTel
Some things never change, like the fact that as long as there are companies there will always be meetings. And yet, some things do change, like the way we meet. As the workplace continues to become more global and mobile, meetings have evolved from face-face discourse in a central location, to conference calls that use the latest technology to include remote attendees. So how do you successfully host a remote meeting?
Download the entire eBook with all nine steps here: http://bit.ly/1ZHY8b2
Here at Table19, we believe that great work is only possible when clients and their agencies work together as a team. This is a presentation written by our Executive Creative Director Graham Wall, who on his first day in this industry heard the senior team he was shadowing say something he couldn’t understand: that the client had bought the wrong idea.
This set in motion a desire to understand how and why this had happened, and make sure it never happened again. This presentation details Graham’s learnings and philosophies, and shows how agencies and clients can create better work together.
24 Awesome Infographic Ideas to Inspire Your Next Beautiful CreationPiktochart
Infographics are awesome, simply because they can capture and hold our attention so well - if done right. The best part is, there are so many great examples out there that we can draw inspiration from. Here are 24 infographic ideas that you can use to create your next beautiful creation.
An immersive workshop at General Assembly, SF. I typically teach this workshop at General Assembly, San Francisco. To see a list of my upcoming classes, visit https://generalassemb.ly/instructors/seth-familian/4813
I also teach this workshop as a private lunch-and-learn or half-day immersive session for corporate clients. To learn more about pricing and availability, please contact me at http://familian1.com
Here’s The Deck Andy Raskin Called “The Greatest Sales Pitch I’ve Seen All Year”Drift
Andy Raskin has led strategic story training at Uber, Intel, Yelp, General Assembly and Stanford and called this the greatest sales pitch he's seen all year. Have a look.
9 Tips for Running a Successful Meeting with Remote WorkersShoreTel
Some things never change, like the fact that as long as there are companies there will always be meetings. And yet, some things do change, like the way we meet. As the workplace continues to become more global and mobile, meetings have evolved from face-face discourse in a central location, to conference calls that use the latest technology to include remote attendees. So how do you successfully host a remote meeting?
Download the entire eBook with all nine steps here: http://bit.ly/1ZHY8b2
The Hero's Journey (For movie fans, Lego fans, and presenters!)Dan Roam
Joseph Campbell reviewed hundreds of myths from around the world. He found that they all shared a common underlying story. Let's see if this story holds true in today's blockbuster films. (Hint: it does.) Told with a little help from some little people...
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
This article is all about what AI trends will emerge in the field of creative operations in 2024. All the marketers and brand builders should be aware of these trends for their further use and save themselves some time!
Launching a startup isn't easy. At each stage of scaling - from founding to product-market fit, from product-market fit to hyper growth, and from hyper growth to maturity - entrepreneurs face unique challenges. Greylock Partners hosted an event, called Greyscale, focused on these challenges at each stage. In the opening keynote, Jerry Chen of Greylock Partners discusses the state of enterprise software after the first quarter of 2016. He summarizes the private and public markets, M&A activity, and explains how this climate affects the startup environment.
Here is a very simple three step guide on how to create a professional Twitter cover photo in PowerPoint. Use this strategy for your business, personal brand or whatever you want in order to bring traffic to your other sites.
The Science of a Great Career in Data ScienceKate Matsudaira
A data scientist's job is all about details, but a data scientist's career path is much more ambiguous. When you're working in a hot, brand new field, the traditional career ladder just doesn't apply.
So how do you succeed when there is no clear path for success? How can you be amazing at your job when "amazing" is still being defined? It starts with knowing exactly why your job is so different from others (there are no right answers), and learning how to explain your complicated work in an uncomplicated way.
In this talk, you'll learn how to achieve success by leveraging your unique role to create the career you really want.
10 Things your Audience Hates About your PresentationStinson
See it with animations! https://vimeo.com/179236019
It’s impossible to win over an audience with a bad presentation. You might have the next big thing, but if your presentation falls flat, then so will your idea. While every audience is different, there are some universal cringe-worthy presentation mistakes that are all too common. Whether you’re an amateur or a seasoned presenter, you should always avoid this list of top 10 things your audience hates. Are you committing any of these 10 fatal presentation sins?
For more presentation help, visit stinsondesign.com/blog
WTF - Why the Future Is Up to Us - pptx versionTim O'Reilly
This is the talk I gave January 12, 2017 at the G20/OECD Conference on the Digital Future in Berlin. I talk about fitness landscapes as applied to technology and business, the role of unchecked financialization in the state of our politics and economy, and why technology really wants to create jobs, not destroy them. (There is a separate PDF version, but some readers said the notes were too fuzzy to read.)
10 Insightful Quotes On Designing A Better Customer ExperienceYuan Wang
In an ever-changing landscape of one digital disruption after another, companies and organisations are looking for new ways to understand their target markets and engage them better. Increasingly they invest in user experience (UX) and customer experience design (CX) capabilities by working with a specialist UX agency or developing their own UX lab. Some UX practitioners are touting leaner and faster ways of developing customer-centric products and services, via methodologies such as guerilla research, rapid prototyping and Agile UX. Others seek innovation and fulfilment by spending more time in research, being more inclusive, and designing for social goods.
Experience is more than just an interface. It is a relationship, as well as a series of touch points between your brand and your customer. Here are our top 10 highlights and takeaways from the recent UX Australia conference to help you transform your customer experience design.
For full article, continue reading at https://yump.com.au/10-ways-supercharge-customer-experience-design/
How NOT to Run Your Company – Lessons LearnedWeekdone.com
The Internet is full of articles on „How to succeed“ and „How to build a great company“ But while following those guidelines we often forget that there's a lot you just can't do.
Learning from your own mistakes is good, but it's even better when you can learn from the mistakes of others.
Everyone's favorite billionaire and Republican presidential hopeful Donald Trump has said “Watch, listen, and learn. You can’t know it all yourself. Anyone who thinks they do is destined for mediocrity.”
Enjoy the slides and a sense of humor is advised.
Dispatches From The New Economy: The Five Faces Of The On-Demand EconomyIntuit Inc.
From people determined to be their own boss, to those embracing the flexibility to do something they love, to workers finding a replacement for a traditional job – people working in the on-demand economy are just about as diverse as the labor market itself. A new report from Intuit Inc. and Emergent Research shows that there are a broad range of motivations – and differing levels of satisfaction – among five distinct groups of on-demand workers:
The Business Builders – primarily driven by the desire to be their own boss. They represent 22 percent of on-demand workers.
The Career Freelancers – happily building a career through independent work. They represent 20 percent of on-demand workers.
The Side Giggers – looking to find financial stability by supplementing existing income. They represent 26 percent of on-demand workers.
The Passionistas – looking for the flexibility to do something they love. They represent 18 percent of on-demand workers.
The Substituters – replacing a traditional job that is no longer available. They represent 14 percent of on-demand workers.
Methodology
A total of 4,622 workers who find work opportunities via the platforms provided by the participating partner companies completed an online survey between September 11 and October 1, 2015. The results were weighted to reflect the proportion of workers in each of the following segments: Drivers/Delivery, Online Talent Marketplaces and Field Service/Onsite Talent. The weights were developed using earlier survey work that sized the on-demand economy. The largest weighted share of on-demand worker respondents from any single company is 16%, with most partner companies providing less than 10% of the respondents.
The technologies and people we are designing experiences for are constantly changing, in most cases they are changing at a rate that is difficult keep up with. When we think about how our teams are structured and the design processes we use in light of this challenge, a new design problem (or problem space) emerges, one that requires us to focus inward. How do we structure our teams and processes to be resilient? What would happen if we looked at our teams and design process as IA’s, Designers, Researchers? What strategies would we put in place to help them be successful? This talk will look at challenges we face leading, supporting, or simply being a part of design teams creating experiences for user groups with changing technological needs.
This is the first SlideShare adaption of Timothy E. Johansson's 100 Growth Hacks in 100 Days. The growth hacks that's included in the slide are 1 to 10. Timothy is the front-end developer at UserApp (www.userapp.io).
If you are like many people, even the thought of delivering a speech in front of an audience will get your palms sweating. The fear of public speaking ranks high among the most common phobias, and for good reason: most of us approach the situation with the wrong mindset, which in turn makes us live out our worst fears in a public forum.
As Michael Parker notes in IT’S NOT WHAT YOU SAY: How to Sell Your Message When It Matters Most (A TarcherPerigee paperback; on sale January 2016), our fixation on the content of our words – and not the presentation of ourselves – is what brings us down. Once the Vice-Chairman of London’s Saatchi & Saatchi, and one of the world’s most experienced advertising pitch men, having made more than 1,000 pitches in his successful career, Parker has learned first-hand that an effective presentation, a job interview, or even a speech at a wedding hinges on our ability to portray ourselves as passionate, relatable, and collected. But, if we are focused on what we say, and not how we act, we will fail to persuade our audience.
Applied in the boardroom, at the pulpit, or even in conversation, these tenets will help you present better in any situation.
The Great State of Design with CSS Grid Layout and FriendsStacy Kvernmo
For far too long we've been forced to reuse layout patterns that have worked in the past, creating a web full of sites that all look the same. Narrow timelines, browser support restrictions and lack of a true grid system have led us to create work that is "good enough".
I've spent years exploring how we can make the web a more unique space. With some of the newer CSS techniques available, we can start to make more creative designs. CSS Grid Layout is on the horizon and will play a major role in the design of our sites. Finally having a true, 2 dimensional grid will give our layouts much more flexibility and it is on us to explore the possibilities.
This talk was presented at CSS Day 2016.
Learn more about "The Science of Memorable Presentations" by checking out the Ethos3 blog post on this topic: http://ethr.ee/1ULMrxy
Ethos3 is a presentation design agency with premier PowerPoint and presentation designers. We can create the perfect presentation for you: www.ethos3.com
If you need help creating professional presentations, email us at: info@ethos3.com
A look at the evolution of analytics and its revolutionary potential to transform ordinary businesses, power new business models, enable innovation, and deliver greater value. http://www2.deloitte.com/us/en/pages/deloitte-analytics/articles/analytics-trends.html
The Hero's Journey (For movie fans, Lego fans, and presenters!)Dan Roam
Joseph Campbell reviewed hundreds of myths from around the world. He found that they all shared a common underlying story. Let's see if this story holds true in today's blockbuster films. (Hint: it does.) Told with a little help from some little people...
AI Trends in Creative Operations 2024 by Artwork Flow.pdfmarketingartwork
This article is all about what AI trends will emerge in the field of creative operations in 2024. All the marketers and brand builders should be aware of these trends for their further use and save themselves some time!
Launching a startup isn't easy. At each stage of scaling - from founding to product-market fit, from product-market fit to hyper growth, and from hyper growth to maturity - entrepreneurs face unique challenges. Greylock Partners hosted an event, called Greyscale, focused on these challenges at each stage. In the opening keynote, Jerry Chen of Greylock Partners discusses the state of enterprise software after the first quarter of 2016. He summarizes the private and public markets, M&A activity, and explains how this climate affects the startup environment.
Here is a very simple three step guide on how to create a professional Twitter cover photo in PowerPoint. Use this strategy for your business, personal brand or whatever you want in order to bring traffic to your other sites.
The Science of a Great Career in Data ScienceKate Matsudaira
A data scientist's job is all about details, but a data scientist's career path is much more ambiguous. When you're working in a hot, brand new field, the traditional career ladder just doesn't apply.
So how do you succeed when there is no clear path for success? How can you be amazing at your job when "amazing" is still being defined? It starts with knowing exactly why your job is so different from others (there are no right answers), and learning how to explain your complicated work in an uncomplicated way.
In this talk, you'll learn how to achieve success by leveraging your unique role to create the career you really want.
10 Things your Audience Hates About your PresentationStinson
See it with animations! https://vimeo.com/179236019
It’s impossible to win over an audience with a bad presentation. You might have the next big thing, but if your presentation falls flat, then so will your idea. While every audience is different, there are some universal cringe-worthy presentation mistakes that are all too common. Whether you’re an amateur or a seasoned presenter, you should always avoid this list of top 10 things your audience hates. Are you committing any of these 10 fatal presentation sins?
For more presentation help, visit stinsondesign.com/blog
WTF - Why the Future Is Up to Us - pptx versionTim O'Reilly
This is the talk I gave January 12, 2017 at the G20/OECD Conference on the Digital Future in Berlin. I talk about fitness landscapes as applied to technology and business, the role of unchecked financialization in the state of our politics and economy, and why technology really wants to create jobs, not destroy them. (There is a separate PDF version, but some readers said the notes were too fuzzy to read.)
10 Insightful Quotes On Designing A Better Customer ExperienceYuan Wang
In an ever-changing landscape of one digital disruption after another, companies and organisations are looking for new ways to understand their target markets and engage them better. Increasingly they invest in user experience (UX) and customer experience design (CX) capabilities by working with a specialist UX agency or developing their own UX lab. Some UX practitioners are touting leaner and faster ways of developing customer-centric products and services, via methodologies such as guerilla research, rapid prototyping and Agile UX. Others seek innovation and fulfilment by spending more time in research, being more inclusive, and designing for social goods.
Experience is more than just an interface. It is a relationship, as well as a series of touch points between your brand and your customer. Here are our top 10 highlights and takeaways from the recent UX Australia conference to help you transform your customer experience design.
For full article, continue reading at https://yump.com.au/10-ways-supercharge-customer-experience-design/
How NOT to Run Your Company – Lessons LearnedWeekdone.com
The Internet is full of articles on „How to succeed“ and „How to build a great company“ But while following those guidelines we often forget that there's a lot you just can't do.
Learning from your own mistakes is good, but it's even better when you can learn from the mistakes of others.
Everyone's favorite billionaire and Republican presidential hopeful Donald Trump has said “Watch, listen, and learn. You can’t know it all yourself. Anyone who thinks they do is destined for mediocrity.”
Enjoy the slides and a sense of humor is advised.
Dispatches From The New Economy: The Five Faces Of The On-Demand EconomyIntuit Inc.
From people determined to be their own boss, to those embracing the flexibility to do something they love, to workers finding a replacement for a traditional job – people working in the on-demand economy are just about as diverse as the labor market itself. A new report from Intuit Inc. and Emergent Research shows that there are a broad range of motivations – and differing levels of satisfaction – among five distinct groups of on-demand workers:
The Business Builders – primarily driven by the desire to be their own boss. They represent 22 percent of on-demand workers.
The Career Freelancers – happily building a career through independent work. They represent 20 percent of on-demand workers.
The Side Giggers – looking to find financial stability by supplementing existing income. They represent 26 percent of on-demand workers.
The Passionistas – looking for the flexibility to do something they love. They represent 18 percent of on-demand workers.
The Substituters – replacing a traditional job that is no longer available. They represent 14 percent of on-demand workers.
Methodology
A total of 4,622 workers who find work opportunities via the platforms provided by the participating partner companies completed an online survey between September 11 and October 1, 2015. The results were weighted to reflect the proportion of workers in each of the following segments: Drivers/Delivery, Online Talent Marketplaces and Field Service/Onsite Talent. The weights were developed using earlier survey work that sized the on-demand economy. The largest weighted share of on-demand worker respondents from any single company is 16%, with most partner companies providing less than 10% of the respondents.
The technologies and people we are designing experiences for are constantly changing, in most cases they are changing at a rate that is difficult keep up with. When we think about how our teams are structured and the design processes we use in light of this challenge, a new design problem (or problem space) emerges, one that requires us to focus inward. How do we structure our teams and processes to be resilient? What would happen if we looked at our teams and design process as IA’s, Designers, Researchers? What strategies would we put in place to help them be successful? This talk will look at challenges we face leading, supporting, or simply being a part of design teams creating experiences for user groups with changing technological needs.
This is the first SlideShare adaption of Timothy E. Johansson's 100 Growth Hacks in 100 Days. The growth hacks that's included in the slide are 1 to 10. Timothy is the front-end developer at UserApp (www.userapp.io).
If you are like many people, even the thought of delivering a speech in front of an audience will get your palms sweating. The fear of public speaking ranks high among the most common phobias, and for good reason: most of us approach the situation with the wrong mindset, which in turn makes us live out our worst fears in a public forum.
As Michael Parker notes in IT’S NOT WHAT YOU SAY: How to Sell Your Message When It Matters Most (A TarcherPerigee paperback; on sale January 2016), our fixation on the content of our words – and not the presentation of ourselves – is what brings us down. Once the Vice-Chairman of London’s Saatchi & Saatchi, and one of the world’s most experienced advertising pitch men, having made more than 1,000 pitches in his successful career, Parker has learned first-hand that an effective presentation, a job interview, or even a speech at a wedding hinges on our ability to portray ourselves as passionate, relatable, and collected. But, if we are focused on what we say, and not how we act, we will fail to persuade our audience.
Applied in the boardroom, at the pulpit, or even in conversation, these tenets will help you present better in any situation.
The Great State of Design with CSS Grid Layout and FriendsStacy Kvernmo
For far too long we've been forced to reuse layout patterns that have worked in the past, creating a web full of sites that all look the same. Narrow timelines, browser support restrictions and lack of a true grid system have led us to create work that is "good enough".
I've spent years exploring how we can make the web a more unique space. With some of the newer CSS techniques available, we can start to make more creative designs. CSS Grid Layout is on the horizon and will play a major role in the design of our sites. Finally having a true, 2 dimensional grid will give our layouts much more flexibility and it is on us to explore the possibilities.
This talk was presented at CSS Day 2016.
Learn more about "The Science of Memorable Presentations" by checking out the Ethos3 blog post on this topic: http://ethr.ee/1ULMrxy
Ethos3 is a presentation design agency with premier PowerPoint and presentation designers. We can create the perfect presentation for you: www.ethos3.com
If you need help creating professional presentations, email us at: info@ethos3.com
A look at the evolution of analytics and its revolutionary potential to transform ordinary businesses, power new business models, enable innovation, and deliver greater value. http://www2.deloitte.com/us/en/pages/deloitte-analytics/articles/analytics-trends.html
Booz Allen Hamilton created the Field Guide to Data Science to help organizations and missions understand how to make use of data as a resource. The Second Edition of the Field Guide, updated with new features and content, delivers our latest insights in a fast-changing field. http://bit.ly/1O78U42
3 Things Every Sales Team Needs to Be Thinking About in 2017Drift
Thinking about your sales team's goals for 2017? Drift's VP of Sales shares 3 things you can do to improve conversion rates and drive more revenue.
Read the full story on the Drift blog here: http://blog.drift.com/sales-team-tips
Research project on investing in consumer brands and companies Saar Gur
For a long time, I have been fascinated by how successful companies build consumer brands across tech, consumer products and yogurt :-)
This summer, I worked with Matt Heiman on a research project to do a deeper dive into consumer investments across a wider range of industries than tech.
Ultimately as a VC, we are in the business of funding outliers. And we can point to huge outliers across a number of categories including low margin businesses (walmart/costc0), consumer hardware (fitbit), etc. — but looking at different data sets is interesting. After putting a bunch of stuff together, I thought I would share what we dug up.
Excited to hear your reactions/thoughts online or offline.
The link: https://drive.google.com/file/d/0B0RgmdZ4l-HzWUFHWEd6STdNeDQ/view?usp=sharing
Some non-obvious results:
A number of non-tech companies have scaled to $1bn in sales as fast as many tech companies
Many people believe categories like shoes are not “winner-take-most” but that has not been the case (e.g., Nike>60%)
Many branded companies have software-like margins
etc…
Enjoy. — Saar
p.s. — there are a thousand ways to criticize the data…and I get that. Many of the big mkt cap consumer companies have been around for a long time for example. But hopefully you still find some nuggets in here.
As a data science consulting firm, we work across a broad range of industries to help its clients solve their most pressing business challenges. Recently, Datascope has used its process of solving problems with data to help solve some of its own challenges. We struggled with predicting tax payments, knowing when it was “good to hire” and generally understanding the mechanics of our business. During this talk, I will describe Datascope’s journey and how it has instrumented its own business—from Monte Carlo simulations of our finances to tracking time against specific projects—so that it can operate more efficiently and keep its team members ever happier with their roles and responsibilities.
Baking analytics into the culture of an organization is not always the easiest thing because it doesn't come intuitively to humans. This presentation was given at Kumpul co-working space in Sanur, Bali and it involves a sharing of my team's experience in building a data-driven culture at TradeGecko.
Slide deck presenting objectives of Big Data Working group of Institute of Actuaries in Belgium.
The goal of the group is to discuss:
- Impact of Big Data on insurance sector and the
actuarial profession;
- Present challenges and good practices when working
with Big Data;
- Educate actuarial profession about Big Data.
Contact me at mat@motosmarty.com
How big data tranform your business? Data Science Thailand Meet up #6Data Science Thailand
How Big Data Transform Your Business?
โกเมษ จันทวิมล
Komes Chandavimol
komes@datascienceth.com
Data Science Thailand Meet up #6 - Chiang Mai University
Effectiveness Vs Efficiency: Practical ways for dealing with Information Over...Adria Richards
Presented July 9th, 2011 at Blogging While Brown in Los Angeles, CA.
Does it seem like some days you're get anything done?
Would you like to make more money and get important goals out of the way?
Are you sick and tired of being sick and tired?
First we'll show you how to identify important goals in your life by being effective and then we'll discuss how to work smarter, not harder by focusing on efficiency. Lastly, we'll show you the tools you can start using immediately to organized your incoming information from emails, Twitter and phonecalls.
Honey's Data Dinner#13 跨領域專案開發經驗談(User Story Mapping)beehivedata
【跨領域專案開發經驗談-User Story Mapping】
講者:彭聲揚
主辦單位:蜂巢數據 (Beehive Data Group)
採團隊模式執行專案開發時,常是不同領域的專家們與前後端不同屬性的工程師一同作業,如何溝通、攜手合作來創造最大產值?本次研討會將以實際經驗與心得來作分享,與大家共同探討,使用者故事對照(User Story Mapping)應如何導入軟體專案開發流程中?期能用最好的方式打開跨領域之間的對話。
The Great Lakes: How to Approach a Big Data ImplementationInside Analysis
The Briefing Room with Dr. Robin Bloor and Think Big, a Teradata Company
Live Webcast April 7, 2015
Watch the archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=4114b87441ab7b2b4c52f6b24776e5a1
The more things change in Big Data, the more they stay the same. Indeed, there are many similarities between a Hadoop-based Data Lake and today’s modern Data Warehouse. Regardless of platform, information workers must still be able to turn their assets into action quickly, without taking a hit on governance or downstream performance.
Register for this episode of The Briefing Room to hear veteran Analyst Dr. Robin Bloor as he explains the challenges facing organizations who endeavor on Big Data projects. He’ll be briefed by Rick Stellwagen of Think Big, a Teradata Company, who will outline his company’s approach to handling Big Data implementations. Rick will discuss the role of the data lake, and how timely response of queries is critical for reporting and analysis.
Visit InsideAnalysis.com for more information.
Accelerating Data Lakes and Streams with Real-time AnalyticsArcadia Data
As organizations modernize their data and analytics platforms, the data lake concept has gained momentum as a shared enterprise resource for supporting insights across multiple lines of business. The perception is that data lakes are vast, slow-moving bodies of data, but innovations like Apache Kafka for streaming-first architectures put real-time data flows at the forefront. Combining real-time alerts and fast-moving data with rich historical analysis lets you respond quickly to changing business conditions with powerful data lake analytics to make smarter decisions.
Join this complimentary webinar with industry experts from 451 Research and Arcadia Data who will discuss:
- Business requirements for combining real-time streaming and ad hoc visual analytics.
- Innovations in real-time analytics using tools like Confluent’s KSQL.
- Machine-assisted visualization to guide business analysts to faster insights.
- Elevating user concurrency and analytic performance on data lakes.
- Applications in cybersecurity, regulatory compliance, and predictive maintenance on manufacturing equipment all benefit from streaming visualizations.
Hadoop and the Relational Database: The Best of Both WorldsInside Analysis
The Briefing Room with Dr. Robin Bloor and Splice Machine
Live Webcast on August 5, 2014
Watch the archive:
https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=71551d669454741c8bd56f2349bdf140
As the pressure of Big Data collides with the reality of daily operations, many organizations are trying to solve the challenge of meeting new requirements without disrupting the flow of business. One solution focuses on the data layer itself, by combining the well known functionality of relational database technology with the scale-out capabilities of Hadoop.
Register for this episode of The Briefing Room to hear from veteran Analyst Dr. Robin Bloor as he outlines the critical components of a business-ready data layer. He’ll be briefed by John Leach and Rich Reimer of Splice Machine who will explain how their solution delivers the best of both data worlds: the trusted capabilities of relational with the infinite scalability of Hadoop. They will also discuss how Hadoop has transformed from a batch-oriented workhorse into a scale-out layer capable of supporting real-time applications and operational analytics using traditional SQL.
Visit InsideAnlaysis.com for more information.
No Time-Outs: How to Empower Round-the-Clock AnalyticsInside Analysis
The Briefing Room with Rick Sherman and Actian
Slides from the Live Webcast on Aug. 28, 2012
The appetite for high-powered analytics is greater than ever these days, with increasing numbers of business users clamoring for insights. At the same time, source systems are proliferating, and the nature of questions being asked is getting more complex. Indeed, the entire landscape of analytics is changing in fundamental ways. How can your organization stay ahead of the curve?
Register for this episode of The Briefing Room to learn from veteran Analyst Rick Sherman how a variety of technologies can change the manner in which analytics are done. He'll be briefed by Fred Gallagher of Actian, who will explain how his company's Vectorwise technology leverages vector processing to expedite even the most complex queries when compared to traditional columnar or relational databases.
For more information visit: http://www.insideanalysis.com
Elasticsearch : petit déjeuner du 13 mars 2014ALTER WAY
Elasticsearch est un moteur de recherche Open Source très puissant basé sur
Apache Lucene. Il permet l'indexation de millions de données, leur recherche et leur
analyse en temps réel. Les outils Elascticsearch sont déjà utilisés par des acteurs de
référence tels que FourSquare, GitHub, OpenDataSoft ou encore Dailymotion.
Alter Way et Elasticsearch vous convient à venir découvrir la suite Elasticsearch
enfin disponible en version 1.0 et prête pour la production !
Data Lake, Virtual Database, or Data Hub - How to Choose?DATAVERSITY
Data integration is just plain hard and there is no magic bullet. That said, three new data integration techniques do ameliorate the misery, making silo-busting possible, if not trivial. The three approaches – data lakes, virtual databases (aka federated databases), and data hubs – are a boon to organizations big enough to have separate systems, separate lines of business, and redundant acquired or COTS data stores. Each approach has its place, but how do you make the right decision about which data silo integration approach to choose and when?
This webinar describes how you can use the key concepts of data Movement, Harmonization, and Indexing to determine what you are giving up or investing in, and make the best decision for your project.
Big Data Expo 2015 - Barnsten Why Data Modelling is EssentialBigDataExpo
Learn the tips and tricks how to handle Data Modeling in your Big Data environment. Mark will show how modeling will add value to the business and how to make your Big Data landscape transparent across the organization.
You will see the latest modeling techniques for Big Data and different types of modeling notations. Also you will learn how to integrate Data Modeling into your BI environment.
Join Cloudian, Hortonworks and 451 Research for a panel-style Q&A discussion about the latest trends and technology innovations in Big Data and Analytics. Matt Aslett, Data Platforms and Analytics Research Director at 451 Research, John Kreisa, Vice President of Strategic Marketing at Hortonworks, and Paul Turner, Chief Marketing Officer at Cloudian, will answer your toughest questions about data storage, data analytics, log data, sensor data and the Internet of Things. Bring your questions or just come and listen!
A Yarn About Twine -- ISWC 2009 Keynote -- Nova SpivackNova Spivack
The story of how Twine.com came to be, and where it's going. A candid look behind the scenes.
If it doesn't load here on slideshare -- try viewing it at http://novaspivack.com
Monoliths, Migrations, and MicroservicesRandy Shoup
This talk describes several common challenges of software systems at scale:
* How to break up a monolithic application or a monolithic database into microservices.
* How to approach shared data, joins, and transactions in a microservices ecosystem
How Semantics Solves Big Data ChallengesDATAVERSITY
Today, organizations want both IT simplicity and innovation, but reliance on traditional databases only leads to more complexity, longer development cycles, and more silos. In fact, organizations report that the #1 impediment to big data success is having too many silos. In this webinar, we will discuss how a new database technology, semantics, solves this problem by providing a new approach to modeling data that focuses on relationships and context, making it easier for data to be understood, searched, and shared. With semantics, world-leading organizations are integrating disparate data faster and easier and building smarter applications with richer analytic capabilities—benefits that we look forward to diving into during the webinar.
Big Data in Action – Real-World Solution ShowcaseInside Analysis
The Briefing Room with Radiant Advisors and IBM
Live Webcast on February 25, 2014
Watch the archive: https://bloorgroup.webex.com/bloorgroup/lsr.php?RCID=53c9b7fa2000f98f5b236747e3602511
The power of Big Data depends heavily upon the context in which it's used, and most organizations are just beginning to figure out where, how and when to leverage it. One key to success is integration with existing information systems, many of which still rely on relational database technologies. Finding ways to blend these two worlds can help companies generate measurable business value in fairly short order.
Register for this episode of The Briefing Room to hear Analysts Lindy Ryan and John O'Brien as they explain how the combination of traditional Business Intelligence with Big Data Analytics can provide game-changing results in today's information economy. They'll be briefed by Eric Poulin and Paul Flach of Stream Integration who will share best practices for designing and implementing Big Data solutions. They'll discuss the components of IBM BigInsights, and explain how BigSheets can empower non-technical users who need to explore self-structured data.
Visit InsideAnlaysis.com for more information.
Design System as a Product - Maria Elena Duenias, Esther Butcher
Design systems are a great example where web development and design meet. You can find innumerable resources on the internet, books and conferences on how to build them, and how they are exactly what your organization needs. But, building one requires a lot more than following a recipe. In this talk we are going to discuss how to build a design system as an internal product, and how it evolves to become what the users need.
Designers, Developers and Dogs: Finding the magic balance between product and tech - Charlotte Vorbeck, ShareNow and Sahil Bajaj
How can an agile delivery team become a successful product team? When does collaboration between product and tech succeed and when not? Why do people in some teams inspire each other while others in the same environment don't speak the same language? In this talk we want to share our learnings and experiences from rebuilding an internal tool for customer support at ShareNow. What could have been just another boring rewrite surprisingly became one of our best experiences in collaboration. We will look at how a joint discovery phase helped us to come up with a shared vision, how a better team setup enabled us to do the necessary work, how focusing on the customer kept us aligned during our journey, and also how we built upon existing collaborative techniques to achieve this new level of cooperation and trust.
During this presentation, Ward Coessens, ThoughtWorks' Consultant will share best practice insights from the Daimler partnership, helping the automotive group on their cloud innovation journey.
How to create more business impact with flexible teams - Jan Hegewald, Zalando & Rebekka Beels, Zalando
Usually, Software Engineering teams are organized around a fixed set of components which they develop further and maintain. Such component teams gain a high level of expert knowledge about their services. However, with agile product development, it often is difficult to implement the most important initiatives with such teams. This leads to a situation where the teams do not work on the most relevant business topics but on those for the respective team. At Zalando, we introduced a new model where we shape teams flexibly around business goals to create the highest impact. How we organize these teams and which challenges especially for the software quality need to be addressed, will be explored in this talk.
Amazon’s Culture of Innovation & The Working Backwards session
Working Backwards; leading organisations achieve growth by marrying customer-obsession with a modern technology strategy. Where do you begin? By focusing on the customer.
During this webinar, Amazon will discuss key innovation principles which have been instrumental in their continued success and their Working Backwards approach.
Dual-Track Agile for Discovery & Development - Adriana Katrandzhieva
The talk will focus on one of the ways teams can ensure continuous delivery and design in their projects. The so-called ‘Dual-track’ model shows the parallel tracks of discovery and development throughout the product design and delivery process. These continually feedback into each other informing new hypothesis that can be tested in order to be proven/disproven. This model is not always easy to implement out of the box and so I will share my own experiences in applying it in practice - what worked, what didn't and how the model can be adjusted to fit different teams and organisational environments.
Designing the Developer Experience - Tanja Bach, Jacob Bo Tiedemann
Working with software that some other people have built, is not only daily business for private and business users but also for developers. Just like any other product, a product for developers needs to solve their problems and focus on the right jobs-to-be-done in order to be successfully adopted by the developer community. In this talk, we will explain why the developer experience matters not only to developers but also to the business. We will share our learnings and real-world examples of how we created a developer experience for a cloud infrastructure product and an IoT platform that the developers love.
When we design together - Sabrina Mach, Ammara Gafoor and James Emmott
From three distinct perspectives, this talk will contend that design is an activity undertaken by everyone in a software development team. It occurs throughout the process of delivery — not only at the beginning or the end — and it is a powerful instrument for learning about and adapting to the problems our work seeks to solve, which is a shared responsibility. Making the best use of our multidisciplinary expertise in the activity of design requires forms of collaboration that are too often disrupted by the role-based silos that keep us separated and weaken the valuable contribution our diverse approaches could make to our collective efforts. If you care about accelerating time to market, improving customer experience, or building happy and productive teams, you will want to know why and how it matters that we believe ‘design is in everything that we do’.
Hardware is hard(er): designing for distributed user experiences in IoT - Claire Rowland, www.clairerowland.com
Designing connected devices and hardware-enabled services is significantly more complex than pure software. There are more devices on which code can run, connectivity and data sharing patterns to consider, and often multiple and varied touchpoints for users to interact with. Pulling this all together into a coherent experience involves strong collaboration between design and engineering, and a systems thinking approach to UX. In this talk, we’ll introduce what designers need to know about the tech, what engineers need to know about UX for IoT, and how to facilitate the whole-collaboration needed to create great products.
www.clairerowland.com
Customer-centric innovation enabled by cloudThoughtworks
Working Backwards - Leading organisations achieve growth by marrying customer-obsession with a modern technology strategy. In this upcoming webinar, we’ve partnered with AWS to bring you exclusive insights from one of the world’s most innovative companies, Amazon.
Working Backwards - Leading organisations achieve growth by marrying customer-obsession with a modern technology strategy. In this upcoming webinar, we’ve partnered with AWS to bring you exclusive insights from one of the world’s most innovative companies, Amazon.
Find out how to validate hypotheses quickly using feedback that comes from a (large enough) number of actual users interacting with your product. In this talk, we will show you the technical foundations, research techniques and organisational setup that we have used successfully on large-scale products. These will save you development time, enable you to go live with confidence, make decisions based on real behaviour instead of best guesses, and solve the actual problems your users are facing.
As a tech leader at ThoughtWorks, a large part of my job involves recommending practices to our clients so they can build and deliver good quality software faster. In doing so repeatedly for many clients I have created a toolkit that contains practical advice from being on the ground. This is what we do, we know it works. When Julius Caesar entered Rome with his army by crossing the river Rubicon, he did something that couldn’t be undone ever again. In your journey as a leader, avoid mistakes that are difficult to correct later. Here are a set of practices that you want to adopt as soon as possible.
Handling error conditions is a core part of the software we write. However, we often treat it as a second class citizen, obscuring our intent through abuse of null values and exceptions that make our code hard to understand and maintain. In the functional programming community, it is common to use datatypes such as Option, Either or Validated to make our intentions explicit when dealing with errors. We can leverage the compiler to verify that we are handling them instead of hoping for the best at runtime. This results in code that is clearer, without hidden path flows. We’ll show how we have been doing this in Kotlin, with the help of the Arrow library.
Mutation testing in software development surfaced in academia during the 70's and has recently seen a resurgence in popularity as a legitimate tool in your testing arsenal. In this session we review the conventional testing pyramid, modern approaches to testing software and look at how mutation testing can help fill in those blind spots.
The continued adoption of containers for deployments has introduced a new path for security issues. In this talk, we will cover the most common areas of vulnerabilities, the challenges in securing your containers, some good practices to help overcome these issues and how to run container security scanning as part of your deployment pipeline.
Mainframes handle 30 billion business transactions each day and 87% of all credit card transactions*, they are not traditionally associated with flexible, fail-fast development approaches. Can we bring the practices of agile, CI/CD and fully automated deployments to applications running on a mainframe? During our talk, we'll tell you a story about test automation; redefining the smallest testable unit of a program. And we'll discuss our learnings from introducing continuous integration and agile practices to the world of insurance and mainframes.
*9 Mainframe statistics that may surprise you
ThoughtWorks' Lucy Kurian, James Lewis & Kief Morris discuss tech trends in our latest Technology Radar, covering techniques, platforms, tools, languages and frameworks.
Adjusting primitives for graph : SHORT REPORT / NOTESSubhajit Sahu
Graph algorithms, like PageRank Compressed Sparse Row (CSR) is an adjacency-list based graph representation that is
Multiply with different modes (map)
1. Performance of sequential execution based vs OpenMP based vector multiply.
2. Comparing various launch configs for CUDA based vector multiply.
Sum with different storage types (reduce)
1. Performance of vector element sum using float vs bfloat16 as the storage type.
Sum with different modes (reduce)
1. Performance of sequential execution based vs OpenMP based vector element sum.
2. Performance of memcpy vs in-place based CUDA based vector element sum.
3. Comparing various launch configs for CUDA based vector element sum (memcpy).
4. Comparing various launch configs for CUDA based vector element sum (in-place).
Sum with in-place strategies of CUDA mode (reduce)
1. Comparing various launch configs for CUDA based vector element sum (in-place).
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Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
Levelwise PageRank with Loop-Based Dead End Handling Strategy : SHORT REPORT ...Subhajit Sahu
Abstract — Levelwise PageRank is an alternative method of PageRank computation which decomposes the input graph into a directed acyclic block-graph of strongly connected components, and processes them in topological order, one level at a time. This enables calculation for ranks in a distributed fashion without per-iteration communication, unlike the standard method where all vertices are processed in each iteration. It however comes with a precondition of the absence of dead ends in the input graph. Here, the native non-distributed performance of Levelwise PageRank was compared against Monolithic PageRank on a CPU as well as a GPU. To ensure a fair comparison, Monolithic PageRank was also performed on a graph where vertices were split by components. Results indicate that Levelwise PageRank is about as fast as Monolithic PageRank on the CPU, but quite a bit slower on the GPU. Slowdown on the GPU is likely caused by a large submission of small workloads, and expected to be non-issue when the computation is performed on massive graphs.
5. • In the beginning…
• Organising our Data
• Implementation approaches
• Hipster Batches
• Reactify
• Bring Your Own Data
• Finding the Data
• What we have learned so far
THIS IS WHAT THE STORY IS ABOUT
6. SORRY… IT’S OK TO LEAVE NOW
• Nope, we didn’t create a new Hadoop
• No hardcore Data Science
• There are some implementation details
• REA embraced the Cloud. AWS everywhere
• Under construction
30. ORGANISING OUR DATA
Increasingly, content is being
distributed through search
and social platforms...
There’s less visiting
of publishers as destinations.
Jeff Weiner, CEO, Linkedin
40. Good things come in small
packages services
THE HIPSTER BATCH
???
Hipster Batch
41. Hipster Batch
THE HIPSTER BATCH
• Small and short lived
• Decoupled via flat
files via S3
• Single purpose
• Idempotent
• Polyglot
• Minimal runtime
dependencies
• Discoverable
68. • Exposes current state only
• Stream of change notifications
• Hypertext Application Language - HAL
• Clear entity types
• Linking over embedding
• Cacheable and discoverable
REST API
REACTIFY REST API
107. WHAT WE HAVE LEARNED SO FAR
• Consumers create the last-mile data as needed
• We must work with external, independent
delivery channels
• Push quality back to source/producer systems
• Data belongs to the entire organisation,
not to a single team
108. I’ll give you my
Data Warehouse
when you can pry it
from my cold dead hands.