How we set up the culture around this, how we are able to scale this fast and how will of this help you in improving your testing program and it’s culture.
Turbocharging your Google Analytics dataNeil Barnes
Measurefest presentation 25th November by Neil Barnes at Friday Media Group. Turbo Charging Google Analytics data by using Google Analytics Add-On for Google Sheets
An event dedicated to web analytics, conversion rate optimisation and business intelligence. Presented on how to scale your testing program to have a maximum impact on the things that you're doing.
The code that we use for A/B testing in Google Tag Manager can be found here: http://github.com/martijnsch/cro
Our testing culture & our testing program: How we created a culture of testing? How were / are we able to scale so fast? How it influences our (company / teams) culture? Summary: How can YOU scale your testing program?
Bad Experiments: The #18 Ways You’re A/B Tests are Going Wrong.Martijn Scheijbeler
Learn from the 18+ mistakes that I’ve made while running experimentation programs & how to overcome them. I presented this deck at Growth Marketing Conference and LAUNCH Scale, both in San Francisco.
Shared service centers - the future of enterprise service management - SEE 2016TOPdesk
De wereld om u heen verandert continu. Wat kunnen organisaties doen om trends voor te blijven en te voldoen aan de alsmaar groeiende wensen van de klant?
Shared service centres zijn het antwoord op deze vraag. Dit onderdeel van shared servicemanagement wordt besproken als sleutel voor het toekomstige succes van een efficiënte en effectieve organisatie.
Turbocharging your Google Analytics dataNeil Barnes
Measurefest presentation 25th November by Neil Barnes at Friday Media Group. Turbo Charging Google Analytics data by using Google Analytics Add-On for Google Sheets
An event dedicated to web analytics, conversion rate optimisation and business intelligence. Presented on how to scale your testing program to have a maximum impact on the things that you're doing.
The code that we use for A/B testing in Google Tag Manager can be found here: http://github.com/martijnsch/cro
Our testing culture & our testing program: How we created a culture of testing? How were / are we able to scale so fast? How it influences our (company / teams) culture? Summary: How can YOU scale your testing program?
Bad Experiments: The #18 Ways You’re A/B Tests are Going Wrong.Martijn Scheijbeler
Learn from the 18+ mistakes that I’ve made while running experimentation programs & how to overcome them. I presented this deck at Growth Marketing Conference and LAUNCH Scale, both in San Francisco.
Shared service centers - the future of enterprise service management - SEE 2016TOPdesk
De wereld om u heen verandert continu. Wat kunnen organisaties doen om trends voor te blijven en te voldoen aan de alsmaar groeiende wensen van de klant?
Shared service centres zijn het antwoord op deze vraag. Dit onderdeel van shared servicemanagement wordt besproken als sleutel voor het toekomstige succes van een efficiënte en effectieve organisatie.
3 question that will help you strategies your release planning Anat (Alon) Salhov
This talk was presented as part of Agile Testing Days 2018.
In this session I am focusing on the 3 questions that will help you prioritize the user stories, and by that enable you to control the release.
Please contact me for questions
SEJ Summit 2015: The Content Evolution by Marcus Tober #SEJSummitSearch Engine Journal
Event: SEJ Summit Chicago 2015
Presenter: Marcus Tober of Searchmetrics
Description: The content landscape is shifting dramatically, especially with the upcoming Google update which includes mobile-friendliness as a ranking factor. Marcus shows us examples and data from a comprehensive content factor analysis that shows how important the searcher's context and intention have become.
SEJ Summit 2015: From Associates to the C-Suite: How Social Should Integrate ...Search Engine Journal
Event: SEJ Summit Chicago 2015
Presenter: Andrew Caravella of Sprout Social
Description: Traditionally centered in marketing and communications, social actually affords entire companies an opportunity to create an authentic dialogue with customers and communities.Andrew will talk about the importance of fostering a true social business and share functional strategies for a more integrated approach to social communication.
What if you’re not the CTO and you want to improve your quality, performance and stability?
How do you work with low buy-in, legacy, siloed organizations to break down barriers, blur borders and eliminate constraints?
We cover:
– tribes and guilds vs silos and departments
– easy wins
– low investment tools
– talking the talk and walking the walk
– trust and building confidence
Taking it to the Streets: How to Build Grassroots Support for DigitalApigee | Google Cloud
Kay Lummitsch, Swisscom
Pierre Far, Deliberate Digital
John Rethans, Apigee
Whether it's in your title or not, are you an evangelist for digital or APIs in your organisation? Connect with the community of "doers" like you who cajole, persuade, entertain, and sweat the details of creating momentum and catalysing change--with or without formal authority.
If you think PR is all about press releases and relationships—think again. We’ve modified traditional PR to look beyond the press coverage to include important elements such as social media, link building, reputation management and more.
In this crash course, Amy Rosenberg of the digitally-focused PR firm Veracity will run through some easy, actionable PR tips as they relate to digital marketing.
AMY ROSENBERG
Founder & President, Veracity
from Swivel Conference, Bend, Oregon #SwivelNow
[CXL Live 16] Beyond Test-by-Test Results: CRO Metrics for Performance & Insi...CXL
Individual tests drive insights & ROI, but the most sophisticated optimizers look beyond what an individual test is telling them and use data to optimize their overall testing performance.
In this talk, Claire will dive into the specifics of how to track, improve, and drive insight from performance metrics for your conversion program, so you can not only run better tests, but get more out of your investment in CRO.
This is the full slidedeck our 'from Aha! to Eureka' Smartees Webinar, hosted on 21 November 2013. The presentation elaborates on what a consumer insight is (and what it is not), how you can mine them and how you can make them impactful for your company, through a variety of business stories, clear examples and tasks. Presentation by Kristof De Wulf (CEO, InSites Consulting) and Annelies Verhaeghe (Head of Research Innovation, InSites Consulting).
Marie-Pia Ignace created the Lean IT Summit in 2011. She wrappud up the 6th edition reminding the audience why IT dramatically needs Lean management.
Watch the video of this presentation here:https://youtu.be/n0iBDvhMi4A
Continuing our Frequently Tweeted Question (FTQ) series with an answer to the question "Working with a content marketing agency -- how does that even work?"
LearningNow: performance support – Imogen CasebourneEpic
Epic's Director of Learning Imogen Casebourne presented on the topic 'Using technology to aid performance support' at our LearningNow: performance support event in London on 28th November 2013. The event, which took place in conjunction with Towards Maturity, covered the important topic of performance support and how it can aid e-learning and training. Imogen's session focused on how we can incorporate performance support into the technology we use to assist employees in the workplace.
3 question that will help you strategies your release planning Anat (Alon) Salhov
This talk was presented as part of Agile Testing Days 2018.
In this session I am focusing on the 3 questions that will help you prioritize the user stories, and by that enable you to control the release.
Please contact me for questions
SEJ Summit 2015: The Content Evolution by Marcus Tober #SEJSummitSearch Engine Journal
Event: SEJ Summit Chicago 2015
Presenter: Marcus Tober of Searchmetrics
Description: The content landscape is shifting dramatically, especially with the upcoming Google update which includes mobile-friendliness as a ranking factor. Marcus shows us examples and data from a comprehensive content factor analysis that shows how important the searcher's context and intention have become.
SEJ Summit 2015: From Associates to the C-Suite: How Social Should Integrate ...Search Engine Journal
Event: SEJ Summit Chicago 2015
Presenter: Andrew Caravella of Sprout Social
Description: Traditionally centered in marketing and communications, social actually affords entire companies an opportunity to create an authentic dialogue with customers and communities.Andrew will talk about the importance of fostering a true social business and share functional strategies for a more integrated approach to social communication.
What if you’re not the CTO and you want to improve your quality, performance and stability?
How do you work with low buy-in, legacy, siloed organizations to break down barriers, blur borders and eliminate constraints?
We cover:
– tribes and guilds vs silos and departments
– easy wins
– low investment tools
– talking the talk and walking the walk
– trust and building confidence
Taking it to the Streets: How to Build Grassroots Support for DigitalApigee | Google Cloud
Kay Lummitsch, Swisscom
Pierre Far, Deliberate Digital
John Rethans, Apigee
Whether it's in your title or not, are you an evangelist for digital or APIs in your organisation? Connect with the community of "doers" like you who cajole, persuade, entertain, and sweat the details of creating momentum and catalysing change--with or without formal authority.
If you think PR is all about press releases and relationships—think again. We’ve modified traditional PR to look beyond the press coverage to include important elements such as social media, link building, reputation management and more.
In this crash course, Amy Rosenberg of the digitally-focused PR firm Veracity will run through some easy, actionable PR tips as they relate to digital marketing.
AMY ROSENBERG
Founder & President, Veracity
from Swivel Conference, Bend, Oregon #SwivelNow
[CXL Live 16] Beyond Test-by-Test Results: CRO Metrics for Performance & Insi...CXL
Individual tests drive insights & ROI, but the most sophisticated optimizers look beyond what an individual test is telling them and use data to optimize their overall testing performance.
In this talk, Claire will dive into the specifics of how to track, improve, and drive insight from performance metrics for your conversion program, so you can not only run better tests, but get more out of your investment in CRO.
This is the full slidedeck our 'from Aha! to Eureka' Smartees Webinar, hosted on 21 November 2013. The presentation elaborates on what a consumer insight is (and what it is not), how you can mine them and how you can make them impactful for your company, through a variety of business stories, clear examples and tasks. Presentation by Kristof De Wulf (CEO, InSites Consulting) and Annelies Verhaeghe (Head of Research Innovation, InSites Consulting).
Marie-Pia Ignace created the Lean IT Summit in 2011. She wrappud up the 6th edition reminding the audience why IT dramatically needs Lean management.
Watch the video of this presentation here:https://youtu.be/n0iBDvhMi4A
Continuing our Frequently Tweeted Question (FTQ) series with an answer to the question "Working with a content marketing agency -- how does that even work?"
LearningNow: performance support – Imogen CasebourneEpic
Epic's Director of Learning Imogen Casebourne presented on the topic 'Using technology to aid performance support' at our LearningNow: performance support event in London on 28th November 2013. The event, which took place in conjunction with Towards Maturity, covered the important topic of performance support and how it can aid e-learning and training. Imogen's session focused on how we can incorporate performance support into the technology we use to assist employees in the workplace.
Сравнительный анализ результативности двух ведомств.
За борьбу с нелегальным оборотом наркотиков в России отвечают Министерство внутренних дел (МВД) и Федеральная служба по контролю за оборотом наркотиков (ФСКН). В условиях экономического спада и угрозы сокращений эти ведомства вынуждены публично доказывать результативность своей работы. В межведомственной полемике используется ведомственная статистика и показатели, происхождение которых не прозрачно и которые подвержены искажениям под влиянием ведомственных интересов.
Hosted by Rick Edwards (ITV, BBC, C4, E4) ThinkNation brings together young people, thought leaders and artists to tackle five big questions on how tech is impacting everyday life and shaping the future.
VACANCY: Driver G2 (On Replacement Capacity) Dadaab UNHCR KENYA
The Driver position in the Office normally falls under direct supervision of the Assistant Administrative Officer.
The incumbent is responsible for up keep and maintenance of the assigned UNHCR vehicle(s) as per technical guidance and specifications established by the organisation. He/She is required to follow strict instructions and security guidance provided by the supervisor. While basic function of a Driver is to drive the official vehicles of UNHCR, he/she may be called upon to perform minor maintenance and repair of UNHCR vehicles.
The incumbent has regular contacts with staff within UNHCR office and with service providers outside UNHCR involving a limited exchange of information.
ThinkNation: "Women quotas in tech" Olivia Thorne RobogalsLizzie Hodgson
From the perspective of a young person in the community, this talk discusses the 'against-quotas' viewpoint and aims to consider other routes to increase diversity in technology. The presentation goes through the social and personal implications associated with quotas, and proposes other solutions which involve both industry and individuals; drawing on personal experiences within Robogals to Olivia explores what truly engages girls in tech.
This presentation provides a basic overview of LinkedIn and some of its key features. Topics covered in this presentation include: how to build a complete profile, how to navigate LinkedIn, how to connect with people on LinkedIn, how to nurture your LinkedIn network, how to manage your privacy settings and resources for learning more about LinkedIn
Content Marketing Workshop: How to Plan, Analyze and Optimize - Word Camp ATL...JennyMunn.com
You may love your blog posts and WordPress website content, but does anyone else? How do you know what’s working and what’s not? If your content marketing plan (or lack thereof) could benefit from a strategy planning overview, then this session will help you understand what kind of content your market is searching for, how to make it findable and how to track what’s working and what’s not.
How An Enterprise Digital PR Firm Earns 100’s Of Links In 30 DaysSearch Engine Journal
Struggling to earn links from journalists and the press?
Digital PR for SEO has quickly become an alternative to traditional link building. However, earning links from the press can be a challenge creatively.
That’s where we come in.
Watch this as we explore how to scale the very time-consuming and complicated process of earning links from digital PR, with proven case studies showing how you can earn hundreds of links in 30 days.
You’ll learn:
- The process and tools to earn press links in just 30 days.
- A scalable process to gather data to enhance journalist storylines.
- How to combine data and expert commentary for the press.
Kevin Rowe, Founder and Head of Strategy at PureLinq, will give away the process his firm has used to secure hundreds of meaningful links and mentions on top-tier domains using data-driven digital PR, with proven examples.
Kevin’s firm has systematized a scalable process for data-driven digital PR for SEO, and now he wants to share it with you.
Discover how to earn quality links through a strong digital PR presence.
Opticon 2015-Scaling Your Testing Program for Maximum ImpactOptimizely
Featuring speakers from The Next Web, Moz
Martijn Scheijbeler, Lead Growth, SEO & Analytics, The Next Web
Andy Nelson, Director of Growth Marketing, Moz
Khattaab Khan, Strategic Consultant, Optimizely
If you’re running A/B tests consistently, you’re already on the right track. But how can you take the next step and turn your testing efforts into a well-oiled growth engine that scales? Moz, charity: water, and The Next Web have all achieved tremendous success within their optimization programs and have figured out how to effectively run hundreds of experiments a year. Learn how these companies increased the impact of their testing programs by leveraging tools and processes that scale.
Content Measurement and Analytics: Making Positive Change on the Web by Rick ...Blend Interactive
We all want to create useful, usable content—and we want to deliver that content to the right users. But how do we know what works? And how do we use these insights to inform and adapt our content strategy? What does success look like?
Join us as we relate content goals to relevant and meaningful success metrics in order to quantitatively assess the quality of our web content and the efficacy of our content strategy. Say hello to positive change on the web!
Join us and learn to:
Translate strategic business objectives into measurable content goals
Find the right metrics for the right goals (and how to avoid misleading metrics
Measure and adapt your content strategy
Effectively present analytics data to engage content stakeholders and inform their work on the web
Configure Google Analytics to support your measurement plan
Rick Allen has worked on the web his entire career to help shape communications and content strategy. Rick is co-founder of Meet Content, an online resource aiming to empower higher education to create and sustain web content that works. As principal of ePublish Media, Inc., a content strategy consultancy in Boston, Mass., Rick partners with organizations big and small to drive and sustain bold goals.
In many ways, customer engagement has become the most important metric for any modern software business.
Not too long ago the software marketers job was to optimize the funnel for impression, traffic and pipeline generation and it usually ended when a sale closed. Corks were popped and parties were thrown. But to a modern software marketer, this old funnel looks like something out of Mad Men.
Today the modern marketer or growth hacker needs to optimize the funnel for lifetime value. And it requires a dramatically different process and approach to growing your business.
In this webinar, Sean Ellis and Brian Kelly will be showing you how to:
Find you North Star Metric, which will help you increase true value to your customers
Identify your greatest opportunities for sustainable growth
Set up a growth process based on experimentation
Analyze your customer behavior and increase customer engagement
[Elite Camp 2016] Martijn Scheijbeler - Optimization for Content SitesCXL
What makes optimizing different for a publisher then for example an ecommerce site. In this session Martijn from The Next Web will show you how they focus on CRO and SEO to have users engage more with their content and services. We'll go into learning how to create the best process on how to work on both of them at the same time to have maximum impact.
How to Impress, Not Overwhelm your CMO with AnalyticsBonnie Mailey
In this presentation, Jeffalytics’ own Jeff Sauer and Hanapin’s Kristin Vick will provide you with some quick and effective ways to weed out important numbers and present them impactfully to your CMO.
How to Impress, Not Overwhelm your CMO with AnalyticsHanapin Marketing
In this presentation, Jeffalytics’ own Jeff Sauer and Hanapin’s Kristin Vick will provide you with some quick and effective ways to weed out important numbers and present them impactfully to your CMO.
#ContentMarketingWorld 2013 - Building Your Content Marketing Measurement Pro...Jon Wuebben
Presented at Content Marketing World 2013, "Building Your Content Marketing Measurement Program From The Ground Up" - by Jon Wuebben, CEO of Content Launch and Author, Content is Currency: Developing Powerful Content for Web & Mobile
So what happens when you're brought in to a team and asked to "introduce a metrics culture" or "measure all the things?" This talk will cover just that: how to assess the state of affairs in your team or organization regarding measurement, how to decide what things to measure for maximum impact, and how to best communicate and iterate those measurements throughout the journey. The talk will cover these topics using my own journey at Chef as well as journeys I see at other companies that I meet and consult with.
Methods to Measure Marketing & The Metrics We MoveTeacup Analytics
How do you measure the impact of your marketing strategy? Are you a victim of misleading data spikes up and down? Do you even know which metrics matter when?
Content Marketing Guide: The Yin & Yang of Traffic and EngagementQzzr
There is no shortage of content on the web.
Your job is to create the kind of content that will engage the right people and turn them into raving fans. But how do you know what your best prospects are willing to engage with?
In this slide deck, Qzzr’s Owen Fuller and InboundWriter's Skip Besthoff explained:
*What types of content produce the most engagement and ROI
*How traffic dreams often contrast with traffic reality, and how to adapt
*How successful brands have seen insane results by cracking this code
*Actionable steps to produce traffic/engagement harmony
Pitfalls of product marketing and How Business Requirements Can Make Your Pro...Eliza Dumitrache
The presentation comprises elements of tracking sales and user behavior that are essential for a speedy and successful sales kick off, profitability and business development and the importance of involving the Marketing Department in product development.
Topic: How can your digital content cater for all your customers?
* What assumptions are you making about your who your site visitors are? What data/evidence do you have to show to support it?
* Find out what your visitor/followers are after (stop guessing!)
* Recognise the cumulative benefit of the long-tail of interactions with different customers
* Take steps to get on top of your Digital Comms to-do list
* You'll never get everything, to everyone in every channel. It is OK to admit it. Break your activities down into blocks in your main channels- run them for a period, reassess, improve, branch out where necessary.
I did a training on basic metrics in digital marketing for a Boot Camp organized by Volunteers for Ideas and Projects. It's pretty basic, but covers the most important digital KPIs, especially for student NGOs in the beginning of a digital approach.
Similar to ConversionSummit 2015 - Testing culture: making testing look easy!? (20)
Presentatie over Not Provided voor Search Marketing Thursday 2013.
Slide 1: Presentatie over Not Provided (keywords) voor Search Marketing Thursday - 7 November 2013.
Slide 2: Oktober 2011 kondigde Google aan zijn zoekmachine meer ‘secure’ te maken. Head of Webspam bij Google: Matt Cutts gaf destijds aan dat hij er vanuit ging dat ook bij een uitrol naar alle gebruikers van de zoekmachine het percentage van ‘not provided’ zoekwoorden een ‘single digit’ zou zijn. Wat blijkt achteraf dat hij er naast zou zitten.
Slide 3: Ruim twee jaar later heeft Google besloten de gebruikers ‘meer privacy’ te geven en voor elke gebruiker dezelfde encryptie te gaan gebruiken wanneer ze zijn ingelogd. Ondertussen was het percentage van ‘not provided’ zoekwoorden al gestegen tot ruim boven de 70% voor de meeste sites.
Slide 4: Het argument van Google om de zoekwoorden niet openbaar te maken zou te maken hebben met de privacy en veiligheid van gebruikers op het web. Bullsh*t of niet?!
Slide 5: De eerste maand was het percentage zoekwoorden wat ‘not provided’ was slechts 0,7% procent van het zoekverkeer van thenextweb.com, ruim 2 jaar later is het opgelopen tot ±80% met waarschijnlijk een stijging naar 100% binnen 2 maanden.
Slide 6: Binnen enkele maanden zal de verwachting zijn is het percentage ‘not provided’ 100%. Er zou 1 manier zijn om tegen te houden dat dit gebeurt. Wanneer gebruikers ?nord=1 toevoegen als parameter aan hun query zou het mogelijk zijn om de data nog steeds te krijgen. Zou het, het waard zijn om alle gebruikers hiervan te overtuigen? Waarschijnlijk niet.
Slide 7: Wat zijn de oplossingen nu keyword data niet meer beschikbaar is?
Slide 8: In Google Webmaster Tools kun je zowel de rankings als de CTR vinden van enkele duizenden zoekwoorden. Heb je de data hiervan opgeslagen door middel van de export buttons? Op die manier kun je nog veel oude data terug krijgen van de afgelopen maanden.
Slide 9: Wie heeft deze data opgeslagen en de beschikking over data van meer dan een jaar geleden?
Wie weet überhaupt niet dat je de data kunt exporteren voor later gebruik?
Slide 10: In Google Analytics kun/kon je door middel van ‘user defined variables’ inzicht krijgen op welke plek in de zoekresultaten je rankte voor die specifieke gebruiker die op die manier je Web site bezocht. Op die manier kun je bij houden in hoeverre de zoekresultaten gepersonaliseerd zijn voor je gebruikers.
Slide 11: Wie maakt er gebruik van deze data? Wie weet dat het kan? Wie gebruikt het ook echt?
Slide 12: Wie trackt zijn rankings voor de belangrijkste zoekwoorden voor zijn klanten/sites? Wat als je deze data combineert met zowel de data die je hebt over je rankings in Google Webmaster Tools als Google Analytics? Dit kan een goed beeld geven in welke niches van je eigen markt je een beter overzicht hebt.
Slide 13: Wie trackt er meer dan 2500 zoekwoorden voor z’n klanten/sites? Wie meer dan 5000?
Meer notes via: @MartijnSch
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.
Analysis insight about a Flyball dog competition team's performanceroli9797
Insight of my analysis about a Flyball dog competition team's last year performance. Find more: https://github.com/rolandnagy-ds/flyball_race_analysis/tree/main
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
Techniques to optimize the pagerank algorithm usually fall in two categories. One is to try reducing the work per iteration, and the other is to try reducing the number of iterations. These goals are often at odds with one another. Skipping computation on vertices which have already converged has the potential to save iteration time. Skipping in-identical vertices, with the same in-links, helps reduce duplicate computations and thus could help reduce iteration time. Road networks often have chains which can be short-circuited before pagerank computation to improve performance. Final ranks of chain nodes can be easily calculated. This could reduce both the iteration time, and the number of iterations. If a graph has no dangling nodes, pagerank of each strongly connected component can be computed in topological order. This could help reduce the iteration time, no. of iterations, and also enable multi-iteration concurrency in pagerank computation. The combination of all of the above methods is the STICD algorithm. [sticd] For dynamic graphs, unchanged components whose ranks are unaffected can be skipped altogether.
Enhanced Enterprise Intelligence with your personal AI Data Copilot.pdfGetInData
Recently we have observed the rise of open-source Large Language Models (LLMs) that are community-driven or developed by the AI market leaders, such as Meta (Llama3), Databricks (DBRX) and Snowflake (Arctic). On the other hand, there is a growth in interest in specialized, carefully fine-tuned yet relatively small models that can efficiently assist programmers in day-to-day tasks. Finally, Retrieval-Augmented Generation (RAG) architectures have gained a lot of traction as the preferred approach for LLMs context and prompt augmentation for building conversational SQL data copilots, code copilots and chatbots.
In this presentation, we will show how we built upon these three concepts a robust Data Copilot that can help to democratize access to company data assets and boost performance of everyone working with data platforms.
Why do we need yet another (open-source ) Copilot?
How can we build one?
Architecture and evaluation
Global Situational Awareness of A.I. and where its headedvikram sood
You can see the future first in San Francisco.
Over the past year, the talk of the town has shifted from $10 billion compute clusters to $100 billion clusters to trillion-dollar clusters. Every six months another zero is added to the boardroom plans. Behind the scenes, there’s a fierce scramble to secure every power contract still available for the rest of the decade, every voltage transformer that can possibly be procured. American big business is gearing up to pour trillions of dollars into a long-unseen mobilization of American industrial might. By the end of the decade, American electricity production will have grown tens of percent; from the shale fields of Pennsylvania to the solar farms of Nevada, hundreds of millions of GPUs will hum.
The AGI race has begun. We are building machines that can think and reason. By 2025/26, these machines will outpace college graduates. By the end of the decade, they will be smarter than you or I; we will have superintelligence, in the true sense of the word. Along the way, national security forces not seen in half a century will be un-leashed, and before long, The Project will be on. If we’re lucky, we’ll be in an all-out race with the CCP; if we’re unlucky, an all-out war.
Everyone is now talking about AI, but few have the faintest glimmer of what is about to hit them. Nvidia analysts still think 2024 might be close to the peak. Mainstream pundits are stuck on the wilful blindness of “it’s just predicting the next word”. They see only hype and business-as-usual; at most they entertain another internet-scale technological change.
Before long, the world will wake up. But right now, there are perhaps a few hundred people, most of them in San Francisco and the AI labs, that have situational awareness. Through whatever peculiar forces of fate, I have found myself amongst them. A few years ago, these people were derided as crazy—but they trusted the trendlines, which allowed them to correctly predict the AI advances of the past few years. Whether these people are also right about the next few years remains to be seen. But these are very smart people—the smartest people I have ever met—and they are the ones building this technology. Perhaps they will be an odd footnote in history, or perhaps they will go down in history like Szilard and Oppenheimer and Teller. If they are seeing the future even close to correctly, we are in for a wild ride.
Let me tell you what we see.
3. • Leads Marketing: Growth, SEO & Analytics
• Marketing team The Next Web: 12 (60+)
• Into testing for the last 3 years
• Weekly running 10 new tests, we can do 15-20 :(
• Scaling, coding and automating
ConversionSUMMIT 2015 - @MartijnSch
Who is this guy?
4. What is The Next Web?
ConversionSUMMIT 2015 - @MartijnSch
9. ConversionSUMMIT 2015 - @MartijnSch
• From no testing to …? in 6 months
• Setting up a testing culture from scratch
• Scaled from: 1 test a month > 10 a week
• 10 NEW tests as week, the ability to do: 15
What qualifies me to speak here?
10. ConversionSUMMIT 2015 - @MartijnSch
• How to create a culture of testing?
• How were / are we able to scale so fast?
• How it influences our (company / team) culture?
• Summary: How do YOU scale your testing program?
What do I like to talk about…
11. ConversionSUMMIT 2015 - @MartijnSch
• Team structure & dynamics
• Creating experiment ideas + planning
• Creating & coding experiments
• Analysing experiments
• What’s next?
… and it goes something like this
12. ConversionSUMMIT 2015 - @MartijnSch
• Design, Development, QA, Project Management, Legal
> CEO approval: you’re doing it wrong!
• Can you design, code & analyse? You don’t need a team.
• Cross-functional or not?
Team structure
15. ConversionSUMMIT 2015 - @MartijnSch
• “Our developers won’t let us change the code”
• “I need to run our tests against the legal and *BS* team”
• “We’re still waiting for the design reviews”
• “We don’t think A/B testing can improve our results”
• “I asked my girlfriend to test the site, she didn’t have issues”
Team dynamics
18. ConversionSUMMIT 2015 - @MartijnSch
• “This is how you access our live servers, need GTM as well?”
• “Legal, who?”
• “We still have 5 design reviews laying around, DAMMIT!?”
• “10 new tests this week! YOLO!”
TNW Style: Team dynamics
19. ConversionSUMMIT 2015 - @MartijnSch
• A lot of ideas, but no REAL ideas: button colours?
• =AVG(TIME*0,272+EFFORT*0.123+HAIRCOLOUR*0,605)
• A planning heavily discussed with the …
Experiment ideas + planning
21. Boris (CEO) “I had a very good idea this weekend! Can we make experiments more aggressive.”
22. ConversionSUMMIT 2015 - @MartijnSch
• Ok, we do have a planning
• “It doesn’t need to be rocket science”
• We don’t have a huge backlog
TNW Style: Planning, Planwhat?
23. ConversionSUMMIT 2015 - @MartijnSch
• Design by committee, according to style guides
• Won’t get you a lot further
• Outsourced testing? In-house teams (with no time)?
Creating & coding experiments
24. ConversionSUMMIT 2015 - @MartijnSch
• Designer: “I created a new design, we should test it!”
• Developer: “I looked at your A/B testing script: refactored it”
• Analytics: “We have a backlog but we could use new ideas”
• Me: “Can we do 20 tests a week?”
TNW Style: Creating experiments
26. ConversionSUMMIT 2015 - @MartijnSch
• Designed by our CRO team
• Working with our design team to test very big things
• Responsible: no way of hiding behind bad code
TNW Style: Creating experiments
27. ConversionSUMMIT 2015 - @MartijnSch
• Google Tag Manager
• A/B Testing & Multivariate Testing: http://tnw.to/testingJS
• Custom JavaScript / jQuery for changes
• Supported by the dataLayer for targeting / segmenting
• You could do better: back-end testing!
TNW Style: Coding experiments
28. ConversionSUMMIT 2015 - @MartijnSch
• Google Analytics? Adobe Analytics?
• You do make sure to check for power + significance, right?
• You’re also tracking secondary KPIs?
• You decide to ‘re-test’?
Analysing experiments
30. ConversionSUMMIT 2015 - @MartijnSch
• Google Analytics API
• Custom Dimensions / Event Tracking
• Automated reporting
• Ultimate pleasure and fun + no annoyed team members
TNW Style: Analysing experiments
32. ConversionSUMMIT 2015 - @MartijnSch
• Take it easy… do you know what to do?
• First: make friends!
• Second: make sure you know what you’re doing!
• Third: map out your strategy, do you have the resources?
• Worst case? Read back the slides!
What’s next for you?
33. ConversionSUMMIT 2015 - @MartijnSch
• Grow our team: 15 people?
• Cross functional, a mistake?
• Automate & Innovate even more
• Drink more …
TNW Style: What’s next?
34. ConversionSUMMIT 2015 - @MartijnSch
• Create / Embrace a culture of testing: don’t create silos
• Make the whole team + organisation come up with ideas
• Design ideas yourself or ask your designer(s)
• Learn to code so you can create experiments yourself
• Want to scale? Make sure you have the resources to automate
Take aways
35. ConversionSUMMIT 2015 - @MartijnSch
Martijn Scheybeler
Lead Growth, SEO & Analytics - TNW
Email: martijn@thenextweb.com
Twitter: @MartijnSch
Have fun! Thank you!
Slides: http://tnw.to/csummit
Code: http://tnw.to/testingJS