The document discusses key metrics for startups across different stages: acquisition, activation, retention, referral, and revenue (AARRR model). It provides examples of metrics to track for each stage like visits, time on site, email opens for activation and retention. It also discusses tools to measure different channels and optimize for conversions at each stage of the customer lifecycle.
The document discusses changes in venture capital and technology platforms that enable easier distribution and monetization for startups. Specifically, it notes that (1) platforms like Google, Facebook, and smartphones provide powerful distribution channels, (2) customer acquisition is much easier and faster through these channels, and (3) monetization opportunities are better due to these platforms and changes in payment systems. It advocates for an approach of incubating many small startup experiments, iterating based on metrics, and making incremental investments in successful startups.
Slightly updated presentation from my talk at http://EntrepreneurTrek.org at Stanford University (March 2009). note: basically same as FOWA talk, minor update added slide 17.
The document discusses metrics for startups, focusing on the AARRR framework of Acquisition, Activation, Retention, Referral, and Revenue. It provides examples and recommendations for measuring key metrics at each stage, including number of visitors, time on site, page views, and conversions. The document emphasizes testing marketing channels and optimizing for user experience and conversion rates through iteration and A/B testing.
The document discusses changes in building technology startups and venture capital investing. Specifically, it notes that startups now require less capital to build products and reach customers due to reduced costs and access to online platforms. It also discusses how venture capital investing has shifted towards making many small bets through micro-VC funds, incubators, and accelerators. Additionally, it outlines how startup ecosystems are developing globally through growing entrepreneurship worldwide.
The document summarizes Dave McClure's talk on startup investing and metrics. It discusses how venture capital models are shifting to focus on more and smaller investments through incubators. It emphasizes measuring key metrics to iterate products and marketing. Successful platforms and distribution channels are highlighted, along with the importance of focusing on activation, retention and revenue.
1) Incubators provide efficient startup funding through small initial investments ($25k-100k) and focus on fast iteration and feedback to filter out failures and expand successful startups.
2) Effective startup metrics focus on key conversion points to quickly iterate and improve the product.
3) Immigration is important to technology innovation and entrepreneurship in Silicon Valley as it provides skills, perspectives, and population growth that fuel new ideas and business startups.
The document discusses marketing strategies for startups. It recommends focusing on key metrics like acquisition, activation, retention, referral, and revenue (AARRR model). It emphasizes testing marketing channels and optimizing for volume, low cost, and high conversion. It also discusses product strategies like building minimum viable products, discovering customer problems, and achieving product/market fit through iteration.
The document discusses startup metrics and provides a model called AARRR for measuring the success of a startup. The AARRR model focuses on Acquisition, Activation, Retention, Referral, and Revenue. It describes each step of the model and provides examples of metrics and goals for activation and retention, which involve getting users to engage with the product and come back to the site. The document also discusses approaches for testing features and marketing channels to improve conversions at each step of the AARRR model.
US Startup Investment Market (Startonomics Tokyo, June 2009)
Presentation on US Startup & Seed / Angel Investment Market for Startonomics Tokyo (June, 2009). Speakers Dave McClure, Joyce Kim, Dave Troy, Ryan Pipkin.
Changes in Venture Capital & Tech Startups (Nov 2013, Mumbai)
The document discusses changes in technology startups and venture capital. It notes that startups now require less capital due to reduced costs and larger online platforms. Venture capital has also evolved, with more "micro-VC" funds and accelerators making many small bets across early-stage startups. This new model of lots of little bets aims to identify the top 20% of performers and double down on those companies, assuming high failure rates but the potential for large exits.
Metrics-oriented approach on how to design [internet] marketing strategy, how to select customer acquisition channels. Plus a little bit on product strategy too.
The document discusses the evolution of startup funding and metrics. It notes that venture capital funds are getting smaller while acquisitions are more numerous but smaller. Incubators are running many small experiments, with most failing but some succeeding, and providing education and resources. The document emphasizes measuring startup metrics like activation, retention, and revenue to test ideas quickly through iteration and improve the product.
Build Your Own Valley: Engineering Startup & Investor Ecosystems in Emerging ...
500 Startups is a global seed fund and startup accelerator with over 1,500 companies and 3,000 founders in its portfolio. It has 125 people across 30 partners in 20 countries. Some of its notable exits include Credit Karma ($3.5B), Twilio ($1B+), Grab ($1B+), and Wildfire (acq. by Google for $350M).
The presentation discusses how building startups and venture capital investing has changed, with startups now requiring less capital and having more distribution channels online. It outlines 500 Startups' "lean" portfolio approach of making many small bets across different stages. The final section discusses how 500 Startups aims to engineer startup ecosystems in emerging markets by providing capital
The document discusses several trends in technology platforms, venture capital, and startup incubation over the past decade. These include the rise of distribution platforms like Google, Facebook, and mobile enabling easier customer acquisition and monetization. It also notes a shift toward more and smaller venture capital funds and startup exits, as well as an emphasis on incubators and metrics to run many small experiments with most failing but a few succeeding. Globalization and specialization into industry verticals are also highlighted trends.
Dave McClure discusses startup marketing metrics and focuses on the AARRR framework: Acquisition, Activation, Retention, Referral, and Revenue. He emphasizes measuring key metrics like conversion rates at different stages to optimize the customer journey from first visit to monetization. McClure also provides examples of marketing channels and tools to track metrics like volume, cost and conversions.
Startup Metrics For Scottish Pirates (AARRR!) v1.3
The document discusses business metrics and models for startups, focusing on the AARRR framework of Acquisition, Activation, Retention, Referral, and Revenue. It provides examples of metrics for each stage of the customer lifecycle and conversion funnel. Key recommendations include focusing on the critical few actionable metrics that drive decisions, optimizing for conversion improvement, and testing assumptions through A/B testing.
slides from my talk at Twiistup (LA, Jan 2010). note these slides are almost exactly the same as my previous talk earlier this week in San Francisco... so yes, i'm stealing my own shit.
whatEVer.
The document provides an overview of startup metrics for measuring user acquisition, activation, retention, referral, and revenue (AARRR). It discusses focusing metrics on key conversion events and prioritizing the top 3-5 metrics. Various marketing channels are outlined for driving acquisition cost-effectively. Retention strategies include automated emails, system events, and engaging content. An ideal startup moves users through the stages of the AARRR model to maximize long-term value.
Startup Metrics for Pirates (Startonomics Hawaii Nov 2009)Dave McClure
The document discusses startup metrics and provides a 5-step model called AARRR for measuring key metrics. The model focuses on Acquisition, Activation, Retention, Referral, and Revenue. It emphasizes measuring user behavior, testing features and marketing channels, optimizing for conversions, and iterating quickly based on data. The overall message is that startups should focus on measuring the right metrics and using data to continuously improve the product, user experience and business model.
The document discusses changes in venture capital and technology platforms that enable easier distribution and monetization for startups. Specifically, it notes that (1) platforms like Google, Facebook, and smartphones provide powerful distribution channels, (2) customer acquisition is much easier and faster through these channels, and (3) monetization opportunities are better due to these platforms and changes in payment systems. It advocates for an approach of incubating many small startup experiments, iterating based on metrics, and making incremental investments in successful startups.
Startup Metrics for Pirates (March 2009)Dave McClure
Slightly updated presentation from my talk at http://EntrepreneurTrek.org at Stanford University (March 2009). note: basically same as FOWA talk, minor update added slide 17.
Startup Metrics for Pirates (SF, Jan 2010)Dave McClure
The document discusses metrics for startups, focusing on the AARRR framework of Acquisition, Activation, Retention, Referral, and Revenue. It provides examples and recommendations for measuring key metrics at each stage, including number of visitors, time on site, page views, and conversions. The document emphasizes testing marketing channels and optimizing for user experience and conversion rates through iteration and A/B testing.
Silicon Valley 2.0: Make Lots of Little Bets.Dave McClure
The document discusses changes in building technology startups and venture capital investing. Specifically, it notes that startups now require less capital to build products and reach customers due to reduced costs and access to online platforms. It also discusses how venture capital investing has shifted towards making many small bets through micro-VC funds, incubators, and accelerators. Additionally, it outlines how startup ecosystems are developing globally through growing entrepreneurship worldwide.
The document summarizes Dave McClure's talk on startup investing and metrics. It discusses how venture capital models are shifting to focus on more and smaller investments through incubators. It emphasizes measuring key metrics to iterate products and marketing. Successful platforms and distribution channels are highlighted, along with the importance of focusing on activation, retention and revenue.
Incubator 2.0: A Silicon Valley Success StoryDave McClure
1) Incubators provide efficient startup funding through small initial investments ($25k-100k) and focus on fast iteration and feedback to filter out failures and expand successful startups.
2) Effective startup metrics focus on key conversion points to quickly iterate and improve the product.
3) Immigration is important to technology innovation and entrepreneurship in Silicon Valley as it provides skills, perspectives, and population growth that fuel new ideas and business startups.
The document discusses marketing strategies for startups. It recommends focusing on key metrics like acquisition, activation, retention, referral, and revenue (AARRR model). It emphasizes testing marketing channels and optimizing for volume, low cost, and high conversion. It also discusses product strategies like building minimum viable products, discovering customer problems, and achieving product/market fit through iteration.
The document discusses startup metrics and provides a model called AARRR for measuring the success of a startup. The AARRR model focuses on Acquisition, Activation, Retention, Referral, and Revenue. It describes each step of the model and provides examples of metrics and goals for activation and retention, which involve getting users to engage with the product and come back to the site. The document also discusses approaches for testing features and marketing channels to improve conversions at each step of the AARRR model.
US Startup Investment Market (Startonomics Tokyo, June 2009)Dave McClure
Presentation on US Startup & Seed / Angel Investment Market for Startonomics Tokyo (June, 2009). Speakers Dave McClure, Joyce Kim, Dave Troy, Ryan Pipkin.
Changes in Venture Capital & Tech Startups (Nov 2013, Mumbai)Dave McClure
The document discusses changes in technology startups and venture capital. It notes that startups now require less capital due to reduced costs and larger online platforms. Venture capital has also evolved, with more "micro-VC" funds and accelerators making many small bets across early-stage startups. This new model of lots of little bets aims to identify the top 20% of performers and double down on those companies, assuming high failure rates but the potential for large exits.
Metrics-oriented approach on how to design [internet] marketing strategy, how to select customer acquisition channels. Plus a little bit on product strategy too.
Startup 2.0: From Silicon Valley to Hong KongDave McClure
The document discusses the evolution of startup funding and metrics. It notes that venture capital funds are getting smaller while acquisitions are more numerous but smaller. Incubators are running many small experiments, with most failing but some succeeding, and providing education and resources. The document emphasizes measuring startup metrics like activation, retention, and revenue to test ideas quickly through iteration and improve the product.
Build Your Own Valley: Engineering Startup & Investor Ecosystems in Emerging ...Dave McClure
500 Startups is a global seed fund and startup accelerator with over 1,500 companies and 3,000 founders in its portfolio. It has 125 people across 30 partners in 20 countries. Some of its notable exits include Credit Karma ($3.5B), Twilio ($1B+), Grab ($1B+), and Wildfire (acq. by Google for $350M).
The presentation discusses how building startups and venture capital investing has changed, with startups now requiring less capital and having more distribution channels online. It outlines 500 Startups' "lean" portfolio approach of making many small bets across different stages. The final section discusses how 500 Startups aims to engineer startup ecosystems in emerging markets by providing capital
The document discusses several trends in technology platforms, venture capital, and startup incubation over the past decade. These include the rise of distribution platforms like Google, Facebook, and mobile enabling easier customer acquisition and monetization. It also notes a shift toward more and smaller venture capital funds and startup exits, as well as an emphasis on incubators and metrics to run many small experiments with most failing but a few succeeding. Globalization and specialization into industry verticals are also highlighted trends.
Dave McClure discusses startup marketing metrics and focuses on the AARRR framework: Acquisition, Activation, Retention, Referral, and Revenue. He emphasizes measuring key metrics like conversion rates at different stages to optimize the customer journey from first visit to monetization. McClure also provides examples of marketing channels and tools to track metrics like volume, cost and conversions.
Startup Metrics For Scottish Pirates (AARRR!) v1.3Dave McClure
The document discusses business metrics and models for startups, focusing on the AARRR framework of Acquisition, Activation, Retention, Referral, and Revenue. It provides examples of metrics for each stage of the customer lifecycle and conversion funnel. Key recommendations include focusing on the critical few actionable metrics that drive decisions, optimizing for conversion improvement, and testing assumptions through A/B testing.
Startup Metrics for Pirates (Twiistup, Jan 2010)Dave McClure
slides from my talk at Twiistup (LA, Jan 2010). note these slides are almost exactly the same as my previous talk earlier this week in San Francisco... so yes, i'm stealing my own shit.
whatEVer.
Startup Metrics 4 Pirates (Montreal, May 2010)Dave McClure
The document provides an overview of startup metrics for measuring user acquisition, activation, retention, referral, and revenue (AARRR). It discusses focusing metrics on key conversion events and prioritizing the top 3-5 metrics. Various marketing channels are outlined for driving acquisition cost-effectively. Retention strategies include automated emails, system events, and engaging content. An ideal startup moves users through the stages of the AARRR model to maximize long-term value.
How to be a Web 2.0 Metrics Jedi (Web 2.0 Expo, April 2009)Dan Olsen
How to use metrics to optimize your product, marketing, and business by Dave McClure, Dan Olsen, and Ted Rheingold at O'Reilly San Francisco Web 2.0 Expo, April 2009.
Startup Metrics 4 Pirates (London, March 2011)Dave McClure
The document provides an overview of startup metrics presented by Dave McClure. It discusses the AARRR pirate model for evaluating acquisition, activation, retention, referral, and revenue metrics. It emphasizes measuring key conversion events like clicks, emails, usage to optimize the product, marketing and determine what customers value most.
Startup Metrics 4 Pirates (DogPatch Labs, Boston, March 2010)Dave McClure
The document provides an overview of startup metrics and models presented by Dave McClure at Dogpatch Labs Boston in March 2010. It discusses the AARRR pirate metrics model for measuring acquisition, activation, retention, referral, and revenue. It emphasizes the importance of defining key metrics and conversion funnels, testing marketing channels, and optimizing products and marketing using fast iteration and A/B testing to improve conversions.
The document discusses startup metrics and provides an overview of the AARRR framework for tracking key metrics at different stages of a startup. It defines the stages as Acquisition, Activation, Retention, Referral, and Revenue. For each stage, it lists example metrics to track, tools to use, and tips for optimization.
Learn how to apply the lean marketing techniques that are rapidly building the best emerging companies in the world. Learn how to apply Pirate Metrics, Growth Hacking and lead generation tactics to your startup or small business.
Really rough version of updated Startup Metrics 4 Pirates talk @ Lean Startup SXSW. (sorry, this is gonna be a shitshow... too much partying, not enough prep. lots of random bullets & incoherent fonts... sorry, mofos).
The document provides guidance on optimizing websites and digital strategies for sales and marketing. It discusses testing different design elements, calls to action, and content to improve key metrics like conversions, retention, referrals, and revenue. Sample testing techniques include A/B testing and multi-variate testing to evaluate things like copy, images, and page layouts. Tracking user behavior and goals at each stage of the customer journey is also emphasized.
This document discusses metrics-driven marketing strategies and focuses on three key factors for marketing channels: volume, cost, and conversion. It emphasizes measuring conversion as deep down the conversion funnel as possible and estimating customer lifecycle, conversion, and revenue potential when designing marketing plans. Three scenarios are presented as examples to brainstorm marketing channel strategies based on factors like target customers, customer lifetime value, company funding, and marketing budgets.
Startup Metrics for Pirates (Brazil, Nov 2011)Dave McClure
The document discusses key metrics for startups, including:
1) The AARRR framework which focuses on acquisition, activation, retention, referral, and revenue.
2) Constructing an MVP by focusing on critical metrics and conversion events to test with customers.
3) Achieving product/market fit by building features customers like better than alternatives and optimizing for conversion.
4) Testing design and marketing channels to optimize for high volume, low cost, and high conversion.
Startup Metrics 4 Pirates (Brazil, April 2011)Dave McClure
The document discusses startup metrics and provides a model called AARRR for measuring key metrics. It describes the AARRR model as having 5 steps - Acquisition, Activation, Retention, Referral, and Revenue. It emphasizes the importance of measuring metrics to optimize conversions at each step and determining which marketing channels and features deliver the highest conversions at the lowest cost.
This is a 5-step model for creating a metrics framework for your business & customers, and how to apply it to your product & marketing efforts. The "pirate" part comes from the 5 steps: Acquisition, Activation, Retention, Referral, & Revenue (AARRR!)
8 Essential Usability and Conversion Optimisation Tips - How Do Future Commer...Become Customer-Centric
The document provides 8 tips for improving website usability and conversion rates:
1) Don't neglect what actually happens on your website.
2) Calculate the potential return on investment of improving your conversion rate.
3) Provide transparency and answer visitor questions.
4) Remove barriers to entry like forced registrations.
5) Focus the user on the primary action you want them to take.
6) Listen to customer and prospect feedback through user testing.
7) Follow general usability and e-commerce best practices when possible.
8) Continually test and optimize pages through split and multivariate testing.
Startup metrics for pirates long version463PR Consultancy
The document discusses startup metrics using a "AARRR" framework that focuses on acquisition, activation, retention, referral, and revenue. It outlines a customer lifecycle model with 5 steps - acquisition, activation, retention, referral, and revenue. Metrics are suggested for each step including conversion rates and estimated customer lifetime value. The document emphasizes testing marketing channels and product features using A/B testing to optimize conversions at each step of the lifecycle.
Similar to Startup Metrics for Pirates (Foo Camp 2008) (20)
How to VC: Creating a VC fund portfolio modelDave McClure
This article aims to help VCs figure out how to size a venture capital fund, how many companies to include in your portfolio, and when and how to do follow-on investments. Most VCs aim to make a 3X (net) return on initial fund capital, at a ~20% net IRR. Note however, likely less than 10% of most VC funds achieve that goal.
Basic concepts of marketing and branding for venture capital. Emphasis on competitive differentiation (aka "How are you different/better than other VCs in your category?"). Specific focus on defining areas of "value add" that aren't BS.
How to define and position your VC brand to attract funding and dealflow.
* note: more recent updated version below:
https://www.slideshare.net/dmc500hats/branding-strategies-for-better-dealflow-and-fundraising-aka-the-helpful-vc
Tech and Venture Capital in the Time of Corona Dave McClure
Isomer Capital is a private investment firm based in London that focuses exclusively on venture capital investments in European companies. It makes primary investments in VC funds as well as direct co-investments in companies. It has notable portfolio unicorns, investments in over 30 funds across 6 countries, and underlying portfolio companies. Venture capital has delivered strong returns over the past 25 years, outperforming other major asset classes like stocks and bonds. The European VC market has also outperformed the US market over the past 20 years based on Cambridge Associates indices.
This document provides advice on how venture capital firms can position themselves competitively through branding, marketing, and clearly communicating their value proposition. It emphasizes defining an investment thesis focused on specific industries, stages of funding, and deal sizes. It also stresses developing a unique value-add service that portfolio companies need and marketing activities to generate dealflow. Finally, it discusses fundraising by targeting the right limited partner profiles and addressing their needs and motivations for alternative investments.
Bringing Silicon Valley to LatAm: Startup Ecosystems & InvestmentDave McClure
Dave McClure is a founding partner at 500 Startups, a $350 million venture capital fund and startup platform. He discussed 500 Startups' strategy of making many small investments in early-stage startups, with the goal of a few large exits. He explained how 500 Startups supports startups through different investment stages as they progress from validating their product to achieving revenue and growth. McClure also talked about opportunities for building startup ecosystems in Latin America and Miami, noting the need for more venture capital funds and critical factors like mentorship, capital, and a path to exits.
Dave McClure is the founding partner and chief troublemaker of 500 Startups, a global seed fund and startup platform. The document provides biographical details about McClure's background and career, which spans from being an entrepreneur and developer in the 1980s and 1990s to becoming an investor and venture capitalist through funds like Founders Fund and 500 Startups. It also summarizes 500 Startups' strategy of making many small, early-stage investments in startups across different countries and industries in hopes that some will achieve significant growth and success.
Take a Walk on the Dark Side: Branding for Startups & Sith LordsDave McClure
This document provides advice on branding for startups and emphasizes embracing negative emotions and controversial positioning to stand out. It recommends focusing a brand on a single element, being different than competitors by taking risks early, and not worrying about offending some people. Further, it suggests tapping into human emotions like fear, sex, power and anger; being a hero or villain rather than boring; using pictures over words; and always staying authentic while bringing out your most passionate self.
Dave McClure, a founding partner at 500 Startups, gave a presentation on technology trends in 2017. He discussed how startups have become cheaper, faster, and better. He also talked about how VCs are making lots of small bets through many new, small funds. McClure highlighted several investment areas including fintech, AI, AR/VR, blockchain, and other new technologies. He emphasized 500 Startups' strategy of making many small investments to find the next big winners.
Farming Unicorns: Building Startup & Investor Ecosystems for Emerging MarketsDave McClure
The poem describes the Statue of Liberty and the values she represents. The statue stands welcoming at the "sea-washed, sunset gates" of America, holding a torch to guide immigrants. Her name is "Mother of Exiles" and she offers a "world-wide welcome" to "the tired, the poor, [and] the huddled masses yearning to breathe free." She invites "the homeless, tempest-tost" people of the world to come to her, lifting her lamp "beside the golden door" of opportunity in America.
Farming Unicorns in Emerging Markets (Dubai, Oct 2016) #GitexDave McClure
Dave McClure is a founding partner at 500 Startups, a global seed fund and startup accelerator. 500 Startups has invested in over 1700 companies across 60+ countries. McClure discussed building startup ecosystems in emerging markets like MENA. He said the critical factors include optimism, mentorship, universities/talent, capital/infrastructure, product skills, platforms/customers, payments, and exit opportunities like IPOs and acquisitions. The most important thing is developing a culture of innovation and entrepreneurship locally, even if not physically located in Silicon Valley.
Farming Unicorns: Building Startup & Investor EcosystemsDave McClure
This document discusses building startup ecosystems and the 500 Startups investment strategy. It begins with Dave McClure's background in venture capital and entrepreneurship. It then discusses 500 Startups, which is a $250 million global seed fund and accelerator that has invested in over 1,600 companies across more than 20 countries. McClure outlines 500 Startups' strategy of making many small "moneyball" style bets on early stage startups. He believes this approach maximizes the chances of finding unicorns, or billion dollar companies, despite the high failure rate of startups. The document concludes by discussing the critical factors for building strong startup ecosystems and emphasizes the importance of fostering an entrepreneurial spirit.
500 Startups #Batch17 #DemoDay: "Beauty and the GEEK"Dave McClure
This document provides information about Batch17 Demo Day, an event hosted by 500 Startups to showcase their accelerator and portfolio companies. Some key details include that the event will feature 20 countries and 25+ languages represented among 150 attendees. 500 Startups has managed $250 million across multiple funds and supported over 500 accelerator companies and 600 companies started outside the US, including over 400 with women co-founders. The portfolio includes 3 unicorns (companies valued over $1 billion, one of which had an IPO), over 300 "ponies" valued between $10-99 million, and 37 "centaurs" valued between $100-999 million. Information is also provided on 500 Startups' various funds, programs, and
Dinosaurs vs Unicorns aka "Bubble My Ass, All Dinosaurs Gonna Die" (London, J...Dave McClure
my talk on corporate innovation (or the lack thereof), the death of many dinosaurs, the survival of a smart few Raptors, and how to avoid getting trampled by Unicorns.
Farming Unicorns: Building Startup & Investor Ecosystems (Madrid, June 2016)Dave McClure
This document summarizes Dave McClure's presentation on building startup ecosystems and investing strategies. The key points are:
1) McClure discusses 500 Startups' strategy of making many small "spray and pray" investments in early stage startups to increase the chances of finding a unicorn.
2) He outlines the typical stages and structures of startup investments from incubation to growth, focusing on validating products, markets, revenue, and growth at each stage.
3) McClure emphasizes the importance of building strong startup ecosystems through factors like capital, mentors, universities, and successful exits to attract more entrepreneurs and investors.
Farming Unicorns: Building Startup & Investor Ecosystems (Dublin, June 2016)Dave McClure
This document summarizes Dave McClure's presentation on building startup and investor ecosystems. It discusses what 500 Startups is and their approach of making lots of small investments. It outlines changes in how startups are built more leanly and how venture capital has adapted a portfolio approach of many small bets. It covers building startup ecosystems by providing capital, community, education and exits. Finally, it discusses questions around defining entrepreneurs and challenges and solutions for investing in new tech markets.
500 Startups / Batch 16 Demo Day (Q1/2016 update)Dave McClure
The document announces Batch 16 Demo Day, a one-day event showcasing 20 early-stage companies from 500 Startups' accelerator and portfolio. Some key details about 500 Startups include that they have $250 million under management, have funded over 1,500 companies across 60+ countries, including over 500 from their accelerator programs and over 500 founded outside the US. The document provides statistics on portfolio company outcomes and funds raised by 500 Startups. It also announces related programs on investor education and global startup support.
Choose our Linux Web Hosting for a seamless and successful online presencerajancomputerfbd
Our Linux Web Hosting plans offer unbeatable performance, security, and scalability, ensuring your website runs smoothly and efficiently.
Visit- https://onliveserver.com/linux-web-hosting/
An invited talk given by Mark Billinghurst on Research Directions for Cross Reality Interfaces. This was given on July 2nd 2024 as part of the 2024 Summer School on Cross Reality in Hagenberg, Austria (July 1st - 7th)
Advanced Techniques for Cyber Security Analysis and Anomaly DetectionBert Blevins
Cybersecurity is a major concern in today's connected digital world. Threats to organizations are constantly evolving and have the potential to compromise sensitive information, disrupt operations, and lead to significant financial losses. Traditional cybersecurity techniques often fall short against modern attackers. Therefore, advanced techniques for cyber security analysis and anomaly detection are essential for protecting digital assets. This blog explores these cutting-edge methods, providing a comprehensive overview of their application and importance.
The Rise of Supernetwork Data Intensive ComputingLarry Smarr
Invited Remote Lecture to SC21
The International Conference for High Performance Computing, Networking, Storage, and Analysis
St. Louis, Missouri
November 18, 2021
Understanding Insider Security Threats: Types, Examples, Effects, and Mitigat...Bert Blevins
Today’s digitally connected world presents a wide range of security challenges for enterprises. Insider security threats are particularly noteworthy because they have the potential to cause significant harm. Unlike external threats, insider risks originate from within the company, making them more subtle and challenging to identify. This blog aims to provide a comprehensive understanding of insider security threats, including their types, examples, effects, and mitigation techniques.
Fluttercon 2024: Showing that you care about security - OpenSSF Scorecards fo...Chris Swan
Have you noticed the OpenSSF Scorecard badges on the official Dart and Flutter repos? It's Google's way of showing that they care about security. Practices such as pinning dependencies, branch protection, required reviews, continuous integration tests etc. are measured to provide a score and accompanying badge.
You can do the same for your projects, and this presentation will show you how, with an emphasis on the unique challenges that come up when working with Dart and Flutter.
The session will provide a walkthrough of the steps involved in securing a first repository, and then what it takes to repeat that process across an organization with multiple repos. It will also look at the ongoing maintenance involved once scorecards have been implemented, and how aspects of that maintenance can be better automated to minimize toil.
Details of description part II: Describing images in practice - Tech Forum 2024BookNet Canada
This presentation explores the practical application of image description techniques. Familiar guidelines will be demonstrated in practice, and descriptions will be developed “live”! If you have learned a lot about the theory of image description techniques but want to feel more confident putting them into practice, this is the presentation for you. There will be useful, actionable information for everyone, whether you are working with authors, colleagues, alone, or leveraging AI as a collaborator.
Link to presentation recording and transcript: https://bnctechforum.ca/sessions/details-of-description-part-ii-describing-images-in-practice/
Presented by BookNet Canada on June 25, 2024, with support from the Department of Canadian Heritage.
論文紹介:A Systematic Survey of Prompt Engineering on Vision-Language Foundation ...Toru Tamaki
Jindong Gu, Zhen Han, Shuo Chen, Ahmad Beirami, Bailan He, Gengyuan Zhang, Ruotong Liao, Yao Qin, Volker Tresp, Philip Torr "A Systematic Survey of Prompt Engineering on Vision-Language Foundation Models" arXiv2023
https://arxiv.org/abs/2307.12980
Best Programming Language for Civil EngineersAwais Yaseen
The integration of programming into civil engineering is transforming the industry. We can design complex infrastructure projects and analyse large datasets. Imagine revolutionizing the way we build our cities and infrastructure, all by the power of coding. Programming skills are no longer just a bonus—they’re a game changer in this era.
Technology is revolutionizing civil engineering by integrating advanced tools and techniques. Programming allows for the automation of repetitive tasks, enhancing the accuracy of designs, simulations, and analyses. With the advent of artificial intelligence and machine learning, engineers can now predict structural behaviors under various conditions, optimize material usage, and improve project planning.
Best Practices for Effectively Running dbt in Airflow.pdfTatiana Al-Chueyr
As a popular open-source library for analytics engineering, dbt is often used in combination with Airflow. Orchestrating and executing dbt models as DAGs ensures an additional layer of control over tasks, observability, and provides a reliable, scalable environment to run dbt models.
This webinar will cover a step-by-step guide to Cosmos, an open source package from Astronomer that helps you easily run your dbt Core projects as Airflow DAGs and Task Groups, all with just a few lines of code. We’ll walk through:
- Standard ways of running dbt (and when to utilize other methods)
- How Cosmos can be used to run and visualize your dbt projects in Airflow
- Common challenges and how to address them, including performance, dependency conflicts, and more
- How running dbt projects in Airflow helps with cost optimization
Webinar given on 9 July 2024
INDIAN AIR FORCE FIGHTER PLANES LIST.pdfjackson110191
These fighter aircraft have uses outside of traditional combat situations. They are essential in defending India's territorial integrity, averting dangers, and delivering aid to those in need during natural calamities. Additionally, the IAF improves its interoperability and fortifies international military alliances by working together and conducting joint exercises with other air forces.
Scaling Connections in PostgreSQL Postgres Bangalore(PGBLR) Meetup-2 - MydbopsMydbops
This presentation, delivered at the Postgres Bangalore (PGBLR) Meetup-2 on June 29th, 2024, dives deep into connection pooling for PostgreSQL databases. Aakash M, a PostgreSQL Tech Lead at Mydbops, explores the challenges of managing numerous connections and explains how connection pooling optimizes performance and resource utilization.
Key Takeaways:
* Understand why connection pooling is essential for high-traffic applications
* Explore various connection poolers available for PostgreSQL, including pgbouncer
* Learn the configuration options and functionalities of pgbouncer
* Discover best practices for monitoring and troubleshooting connection pooling setups
* Gain insights into real-world use cases and considerations for production environments
This presentation is ideal for:
* Database administrators (DBAs)
* Developers working with PostgreSQL
* DevOps engineers
* Anyone interested in optimizing PostgreSQL performance
Contact info@mydbops.com for PostgreSQL Managed, Consulting and Remote DBA Services
Mitigating the Impact of State Management in Cloud Stream Processing SystemsScyllaDB
Stream processing is a crucial component of modern data infrastructure, but constructing an efficient and scalable stream processing system can be challenging. Decoupling compute and storage architecture has emerged as an effective solution to these challenges, but it can introduce high latency issues, especially when dealing with complex continuous queries that necessitate managing extra-large internal states.
In this talk, we focus on addressing the high latency issues associated with S3 storage in stream processing systems that employ a decoupled compute and storage architecture. We delve into the root causes of latency in this context and explore various techniques to minimize the impact of S3 latency on stream processing performance. Our proposed approach is to implement a tiered storage mechanism that leverages a blend of high-performance and low-cost storage tiers to reduce data movement between the compute and storage layers while maintaining efficient processing.
Throughout the talk, we will present experimental results that demonstrate the effectiveness of our approach in mitigating the impact of S3 latency on stream processing. By the end of the talk, attendees will have gained insights into how to optimize their stream processing systems for reduced latency and improved cost-efficiency.
RPA In Healthcare Benefits, Use Case, Trend And Challenges 2024.pptxSynapseIndia
Your comprehensive guide to RPA in healthcare for 2024. Explore the benefits, use cases, and emerging trends of robotic process automation. Understand the challenges and prepare for the future of healthcare automation
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1. Startup Metrics for Pirates OATV Startup Camp / O’Reilly Foo Camp 07/11/08 Dave McClure, Master of 500 Hats http://500hats.typepad.com/ http://www.500hats.com/ http://slideshare.net/dmc500hats/
2. Users, Page Views, Dollars Q: Which Would You Prefer? 1,000,000 unregistered unique visitors 200,000 visitors who clicked on a link or button 50,000 registered users w/ email addresses 20,000 registered users who visit 3x+/mo 2,000 users who refer 5+ new visitors/mo 1,000 monthly subscribers @ $10/mo
3. Startup Metrics: Passion vs Precision “ Solve a Problem” = Passion “ Optimize the Solution” = Precision On the Other Hand… “ Precision” is Illusion Data is fuzzy Collecting data takes time & effort Keep Metrics Simple & Actionable
4. Startup Metrics for Pirates A cquisition: users come to site from various channels A ctivation: users enjoy 1 st visit: " happy ” experience R etention: users come back , visit site multiple times R eferral: users like product enough to refer others R evenue: users conduct some monetization behavior AARRR !
5. AARRR!: 5-Step Startup Metrics Model Website.com R evenue $$$ Biz Dev Ads, Lead Gen, Subscriptions, ECommerce A CQUISITION SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains R etention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
6. Why Be a Web 2.0 Entrepreneur? Low Cost Lots of Users Online Advertising / E-Commerce Real-Time Metrics Make MONEY.
7. Q: What’s My Business Model? Can be one of the following: Get Users (= Acquisition, Referral) Drive Usage (= Activation, Retention) Make Money (= Revenue*) * ideally profitable revenue Note: eventually need to turn Users/Usage -> Money
8. Role: Founder/CEO Q: Which Metrics? Why? A: Focus on Critical Few Actionable Metrics (if you don’t use the metric to make a decision, it’s not actionable) Hypothesize Customer Lifecycle Target ~3-5 Conversion Metrics (tip: Less = More) Test, Measure, Iterate to Improve Delegate Each Key Metric to someone to OWN
9. User Profiles & Priorities Q1: Who are the people in your neighborhood? Q2: What actions do they take that help you or them? Normal Users / Buyers Content Contributors / Sellers Cheerleaders / Affiliates
10. Role: Product / Engineering Q: What to Build? Why? A: Build Features that Increase Conversion Wireframes = Conversion Steps Measure, A/B Test, Iterate FAST (daily/weekly) Optimize for Conversion Improvement 80% on existing feature optimization 20% on new feature development
11. Example Conversion Metrics (note: *not* actuals… your mileage may vary) Category Conversion Status Conv % Est. Value Acquisition Visit Site (or landing page, or external widget) 100% $.01 Acquisition Doesn't Abandon (views 2+ pages, stays 10+ sec, 2+ clicks) 70% $.05 Activation Happy 1 st Visit (views X pages, stays Y sec, Z clicks) 30% $.25 Activation Email/Blog/RSS/Widget/Acct Signup (anything that could lead to repeat visit) 5% $2 Retention Length of Session / # of Clicks (length/intensity of engaged visit, >180s) 10% $1 Retention Email Open/ RSS view -> Click/Repeat Visit (3+ visits in first 30 days) 3% $5 Referral Refer 1+ users who visit site 2% $1 Referral Refer 10+ users who activate 0.2% $10 Revenue User generates minimum revenue 2% $5 Revenue User generates break-even revenue 1% $25
12. Role: Marketing / Sales Q: What channels? Which users? Why? A: High Volume (#), Low Cost ($), High Conv (%) Design & Test Multiple Marketing Channels + Campaigns Select & Focus on Best-Performing Channels & Themes Optimize for conversion to target CTAs, not just site/landing page Match/Drive channel cost to/below revenue potential Low-Hanging Fruit: Blogs SEO/SEM Landing Pages Automated Emails
13. Example Marketing Channels disclaimer: estimates of vol, cost/user, time & effort are subjective – actual costs are dependent on your specific business
14. Startup Priorities Diff’rent Strokes for Diff’rent Folks: Make a Good Product : Activation & Retention Market the Product : Acquisition & Referral Make Money : Revenue & Profitability
15. Website.com Activation Criteria: 10-30+ seconds 2-3+ page views 3-5+ clicks 1 key feature usage do LOTS of landing page & A/B tests – make lots of dumb guesses & iterate FAST Activation SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains
16. Activation What do users do on their first visit? Example Activation Goals Click on something! Account sign up / Emails Referrals / Tell a friend Widgets / Embeds Low Bounce Rate Activation Tips Less is more Focus on user experience / usability Provide incentives & call to actions Test and iterate continuously
17. Activation What do users do on their first visit? Key Metrics to Track Pages per visit Time on site Conversions
18. Activation Tools Crazy Egg (Visual Click Mapping) crazyegg.com Google Website Optimizer (A/B & Multivariate Testing) google.com/websiteoptimizer Marketo.com (B2B Lead Generation Management) marketo.com Resources Experimentation and Testing: A Primer kaushik.net/avinash/2005/05/experimentation-and-testing-a-primer.html Landing Page Tutorials and Case Studies copyblogger.com/landing-pages/ 101 Easy Easy to use Google Website Optimizer conversion-rate-experts.com/articles/101-google-website-optimizer-tips/
19. Website.com Automated emails: lifecycle emails @ +3, +7, +30d status / “best of” weekly/monthly “ something happened” emails BUT: make it easy to unsubscribe Tip on emails: > 80% or more on SUBJECT LINE < 20% or less on BODY TEXT Retention SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
20. Cohort Analysis: Distrib of Visits over Time Rate of Decay Effective Customer Lifecycle Retention Methods Automated Emails * Track open rate / CTR / Quantity RSS / News Feeds * Track % viewed / CTR / Quantity Widgets / Embeds * Track impressions / CTR / Quantity Retention How do users come back? How often?
21. Example Retention Goals 1 - 3+ visits per month 20% open rate / 2% CTR High deliverability / Low spam rating Long customer life cycle / Low decay Identify fanatics and cheerleaders Retention Tips Email is simple and it works BUT make unsubscribe easy 80% subject line / 20% body text ACTUALLY 99% subject line / 1% body text Fanatics = virality + affiliate channel (bloggers?) Retention How do users come back? How often?
22. Retention How do users come back? How often? Key Metrics to Track Source Quantity Conversions Visitor Loyalty Session Length
24. Website.com Marketing Channels: largest-volume (#) lowest-cost ($) best-performing (%) Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains
25. Acquisition Where are users coming from? Acquisition Methods SEO / SEM Blogs Email Social Media & Social Networks Domains
26. Acquisition Keyword Vocabulary Top 10 - 100 words Your Brand / Products Customer Needs / Benefits Competitor’s Brand / Products Semantic Equivalents Misspellings Things to analyze Sources Volume Cost Conversion
27. Acquisition Where are users coming from? Key Metrics to Track Quantity (#) Cost ($) Conversions (%) Example
28. Acquisition Tools Google Analytics (web analytics) google.com/analytics Google Keyword Tool (keyword research tool) adwords.google.com/select/KeywordToolExternal SEO Book Tools (SEO related tools) tools.seobook.com Resources SEO Book Blog seobook.com/blog The Social Media Manual: Read Before You Play searchengineland.com/071120-144401.php Strategies to ruthlessly acquire users andrewchen.typepad.com/andrew_chens_blog/2007/04/10_obvious_stra.html
29. Website.com Focus on driving referrals * after * users have a “ happy ” experience; avg score >= 8 out of 10 Referral Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Retention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
30. Referral How do users refer others? Referral Methods Send to Friend: Email / IM Social Media Widgets / Embeds Affiliates
31. Referral Viral Growth Factor Viral Growth Factor = X * Y * Z X = % of users who invite other people Y = average # of people that they invited Z = % of users who accepted an invitation A viral growth factor > 1 means an exponential organic user acquisition.
32. Referral Tools Gigya (social media distribution & tracking tool) gigya.com ShareThis / AddThis (sharing buttons) sharethis.com / addthis.com GetMyContacts (PHP contacts importing & invitation software) getmycontacts.com Resources Seven Ways to GO VIRAL lsvp.wordpress.com/2007/03/02/seven-ways-to-go-viral/ What’s your viral loop? Understanding the engine of adoption andrewchen.typepad.com/andrew_chens_blog/2007/07/whats-your-vira.html Metrics: Where Users Come From slideshare.net/guest2968b8/rockyou-snap-summit-32508
33. Website.com Revenue This is the part *you* still have to figure out… (we don’t know jack about your business) R evenue $$$ Biz Dev Ads, Lead Gen, Subscriptions, ECommerce Acquisition SEO SEM Apps & Widgets Affiliates Email PR Biz Dev Campaigns, Contests Direct, Tel, TV Social Networks Blogs Domains Retention Emails & Alerts System Events & Time-based Features Blogs, RSS, News Feeds
34. Revenue How do you make money? Revenue Tips Don’t rely on AdSense Start Free -> Go Freemium Subscription / Recurring transactions Qualify your customers -> Lead generation (arbitrage) Sell something! (physical or virtual)
35. Links & Resources Additional References: “ Influence: The Psychology of Persuasion ”, Robert Cialdini (book) “ Putting the Fun in Functional ”, Amy Jo Kim (etech 2006 preso) “ Futuristic Play ”, Andrew Chen (blog) “ Don’t Make Me Think ”, Steve Krug (book) “ A Theory of Fun ”, Raph Koster (book, website) “ Designing for the Social Web ”, Joshua Porter (book, website)