The evaluation of public policies aiming at boosting private savingsGRAPE
We present the evaluation of public policies aiming at boosting private savings. Such policies are becoming more and more popular as increasing longevity and declining fertility challenges pension systems around the world. The question remains: are those policies worth their cost?
Standard tools are unable to capture the effects of tax incentivized policies that are supposed to increase old-age savings because they assume full rationality. Model enriched with four types of "irrational" behavior produces a very different evaluation of policies. Not only it is different from the evaluation based on a standard framework, but also the standard framework appears to approximate the enriched framework very poorly.
Global EdTech Snapshot is an analytical report on the monthly activities, happening in education technology space across the world.
We track all the major edtech players and activities, prune the data, and analyze it to get key insights on global edtech market. The report is beneficial for existing and aspiring players, as well as investors in the edtech space.
You can subscribe to the free report by writing to us at info@insightsed.com.
Internship Defense - Marketing Strategy for Launching Dettol Aloe Vera Soap (...Saaruf Salahuddin
Saaruf Salahuddin
Internship Defense Marketing Strategy for Launching Dettol Aloe Vera Soap (Reckitt Benckiser)
Reckitt Benckiser Group plc is a leading multinational consumer goods company headquartered in the United Kingdom. It was formed in 1999 by the merger of the UK-based Reckitt & Colman plc and the Netherlands-based Benckiser NV. Reckitt Benckiser Bangladesh Limited is the Bangladesh subsidiary of Reckitt Benckiser Group plc. that started its journey in 2000.
Attendees of Photonics West 2014 shared their results regarding lead generation, as well as tactics for preparation and follow-up, in our survey. Use our results to benchmark your own performance. Get more tradeshow tips at www.launchsolutions.com.
The evaluation of public policies aiming at boosting private savingsGRAPE
We present the evaluation of public policies aiming at boosting private savings. Such policies are becoming more and more popular as increasing longevity and declining fertility challenges pension systems around the world. The question remains: are those policies worth their cost?
Standard tools are unable to capture the effects of tax incentivized policies that are supposed to increase old-age savings because they assume full rationality. Model enriched with four types of "irrational" behavior produces a very different evaluation of policies. Not only it is different from the evaluation based on a standard framework, but also the standard framework appears to approximate the enriched framework very poorly.
Global EdTech Snapshot is an analytical report on the monthly activities, happening in education technology space across the world.
We track all the major edtech players and activities, prune the data, and analyze it to get key insights on global edtech market. The report is beneficial for existing and aspiring players, as well as investors in the edtech space.
You can subscribe to the free report by writing to us at info@insightsed.com.
Internship Defense - Marketing Strategy for Launching Dettol Aloe Vera Soap (...Saaruf Salahuddin
Saaruf Salahuddin
Internship Defense Marketing Strategy for Launching Dettol Aloe Vera Soap (Reckitt Benckiser)
Reckitt Benckiser Group plc is a leading multinational consumer goods company headquartered in the United Kingdom. It was formed in 1999 by the merger of the UK-based Reckitt & Colman plc and the Netherlands-based Benckiser NV. Reckitt Benckiser Bangladesh Limited is the Bangladesh subsidiary of Reckitt Benckiser Group plc. that started its journey in 2000.
Attendees of Photonics West 2014 shared their results regarding lead generation, as well as tactics for preparation and follow-up, in our survey. Use our results to benchmark your own performance. Get more tradeshow tips at www.launchsolutions.com.
The Entrepreneur's Guide to Composing Your BoardAvalon Ventures
This post is for entrepreneurs as part of a series of observations and tips on building an effective board. Some of the first—and most important—decisions you will make when raising venture capital involve negotiating the size and composition of your board. In this deck, Brady Bohrmann of Avalon Ventures provides top advice.
Incubators, Accelerators and Startups - From a Founder Perspective @ Startup ...Arjun Pillai
The presentation was handled for Startup Mantra 2014, the annual event of Kerala Startups. The slides talk about incubators, accelerators, their advantages, disadvantages, how to evaluate and some tips.
Venture Capital 101 presentation on the basics of VC such as what venture capital is, and how it works. I delivered this presentation to a student group called InSITE that I belong to (mix of Columbia and NYU MBA and Law students). Enjoy!
-Brian Rothenberg
www.brianrothenberg.com
SolarWinds IT Trends Report 2015: Business at the Speed of IT (United Kingdom)SolarWinds
A look at the current state of significant new technology adoption, barriers to adoption and needs of IT pros tasked with delivering business impact in the United Kingdom.
2018 Ventureburn Tech Startup Survey presentationBurn Media
The 2018 edition of the Ventureburn Tech Startup Survey powered by Telkom Futuremakers, has uncovered a host of detailed insights into the South African startup landscape.
From sources of funding and racial breakdowns to the most successful sectors, the survey covered a variety of topics. We have plenty of articles on Ventureburn, but find our comprehensive report embedded below.
Career development in the canadian workplace location breakdownCERIC
In an effort to understand the state of career development in the Canadian workplace, CERIC commissioned Environics Research Group to survey 500 employers in the fall of 2013. The survey charts new territory with an in-depth look at the response of Canadian business to youth unemployment, the business view on just how real skills shortages are in this country, and insights on exactly how business is recruiting and training talent today.
Among the questions that will be answered: In a world of LinkedIn, are resumes obsolete? What is the gap between what Canadian businesses want of young workers compared to what they actually bring to the job? And what kind of support are companies providing for career development today?
SolarWinds IT Trends Report 2015: Business at the Speed of IT (North America)SolarWinds
A look at the current state of significant new technology adoption, barriers to adoption and needs of IT pros tasked with delivering business impact in North America.
STATE OF THE INDUSTRY 2018: MAXIMIZING EMPLOYEE ENGAGEMENTHuman Capital Media
Did you know that only 13% of individuals worldwide are engaged at work? *
Each year, Workforce and Virgin Pulse partner to survey HR leaders from around the world to learn which practices and programs are engaging employees and their biggest priorities for the future.
Our 4th annual State of the Industry survey reveals that, even more than budget, culture is the biggest roadblock to improving employee engagement.
Join Sarah Kimmel, Vice President of Research at Human Capital Media and Dr. Rajiv Kumar, Chief Medical Officer and President of Virgin Pulse Institute, as they share survey insights on the connections between employee wellbeing, culture and engagement. They will also reveal key takeaways business leaders can implement to make their organization a better place to work.
In this webinar, you’ll learn:
The biggest barriers to achieving high employee engagement, and what you can do to break them down
How engagement is connected to and impacted by company culture and employee wellbeing
Key strategies of organizations with ‘advanced’ employee engagement initiatives
What business leaders can do to improve measurement around employee engagement
*Gallup, 2017
The Entrepreneur's Guide to Composing Your BoardAvalon Ventures
This post is for entrepreneurs as part of a series of observations and tips on building an effective board. Some of the first—and most important—decisions you will make when raising venture capital involve negotiating the size and composition of your board. In this deck, Brady Bohrmann of Avalon Ventures provides top advice.
Incubators, Accelerators and Startups - From a Founder Perspective @ Startup ...Arjun Pillai
The presentation was handled for Startup Mantra 2014, the annual event of Kerala Startups. The slides talk about incubators, accelerators, their advantages, disadvantages, how to evaluate and some tips.
Venture Capital 101 presentation on the basics of VC such as what venture capital is, and how it works. I delivered this presentation to a student group called InSITE that I belong to (mix of Columbia and NYU MBA and Law students). Enjoy!
-Brian Rothenberg
www.brianrothenberg.com
SolarWinds IT Trends Report 2015: Business at the Speed of IT (United Kingdom)SolarWinds
A look at the current state of significant new technology adoption, barriers to adoption and needs of IT pros tasked with delivering business impact in the United Kingdom.
2018 Ventureburn Tech Startup Survey presentationBurn Media
The 2018 edition of the Ventureburn Tech Startup Survey powered by Telkom Futuremakers, has uncovered a host of detailed insights into the South African startup landscape.
From sources of funding and racial breakdowns to the most successful sectors, the survey covered a variety of topics. We have plenty of articles on Ventureburn, but find our comprehensive report embedded below.
Career development in the canadian workplace location breakdownCERIC
In an effort to understand the state of career development in the Canadian workplace, CERIC commissioned Environics Research Group to survey 500 employers in the fall of 2013. The survey charts new territory with an in-depth look at the response of Canadian business to youth unemployment, the business view on just how real skills shortages are in this country, and insights on exactly how business is recruiting and training talent today.
Among the questions that will be answered: In a world of LinkedIn, are resumes obsolete? What is the gap between what Canadian businesses want of young workers compared to what they actually bring to the job? And what kind of support are companies providing for career development today?
SolarWinds IT Trends Report 2015: Business at the Speed of IT (North America)SolarWinds
A look at the current state of significant new technology adoption, barriers to adoption and needs of IT pros tasked with delivering business impact in North America.
STATE OF THE INDUSTRY 2018: MAXIMIZING EMPLOYEE ENGAGEMENTHuman Capital Media
Did you know that only 13% of individuals worldwide are engaged at work? *
Each year, Workforce and Virgin Pulse partner to survey HR leaders from around the world to learn which practices and programs are engaging employees and their biggest priorities for the future.
Our 4th annual State of the Industry survey reveals that, even more than budget, culture is the biggest roadblock to improving employee engagement.
Join Sarah Kimmel, Vice President of Research at Human Capital Media and Dr. Rajiv Kumar, Chief Medical Officer and President of Virgin Pulse Institute, as they share survey insights on the connections between employee wellbeing, culture and engagement. They will also reveal key takeaways business leaders can implement to make their organization a better place to work.
In this webinar, you’ll learn:
The biggest barriers to achieving high employee engagement, and what you can do to break them down
How engagement is connected to and impacted by company culture and employee wellbeing
Key strategies of organizations with ‘advanced’ employee engagement initiatives
What business leaders can do to improve measurement around employee engagement
*Gallup, 2017
Adobe's Kapil Verma presented results from an extensive survey of STC members. The survey helps answer the following questions: (a) Who is a technical communicator and where does she work? (b) How does she do her work? (c) Is she leveraging the latest technology in her work?
SolarWinds IT Trends Report 2015: Business at the Speed of IT (Singapore)SolarWinds
A look at the current state of significant new technology adoption, barriers to adoption and needs of IT pros tasked with delivering business impact in Singapore.
Test process improvement – how hard can it be?TEST Huddle
This presentation looks at how to make any improvement project a success, and it does this by using some fun case study examples looking at how Geoff has seen things go wrong, and from the depth of despair we will look at how things can be made to be successful.
View webinar recording - https://testhuddle.com/resource/test-process-improvement-hard-can/
Sophia Muradyan of the World Bank Group on Acceleration in Sub Saharan Africa. Presented at the Global Entrepreneurship Congress in Johannesburg, South Africa.
Webinar - Multichannel Maturometer 2018 results: Key global trendsAcross Health
Questions answered include:
• Did the 20%+ budget increase in 2017 continue in 2018?
• Which channels have reached maturity…and which ones could break out in the next years?
• What are the industry's biggest bottlenecks for adopting digital?
• (How) are key digital capabilities developing versus last year?
• How satisfied is the industry with its digital efforts to date?
For the recorded webinar please visit our website: http://bit.ly/2vC86oc
Similar to Startup Ireland Survey October 2014 (20)
Mental Health and Emotional Wellbeing in Ireland 2019Amarach Research
A survey of the Irish population about the sources of mental health and wellbeing, drawing on the Human Givens framework in relation to psychological needs and resources.
We have been tracking the economic and emotional wellbeing of the Irish nation every month for the past 9 years. The good news is that our economic wellbeing is clearly getting better, the bad news is that our emotional wellbeing appears to be getting worse...
Our monthly index of Irish consumer spending, saving and borrowing intentions has reached an all time high nearly 9 years after we started measuring the mood of the nation.
GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using Deplo...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
Maruthi Prithivirajan, Head of ASEAN & IN Solution Architecture, Neo4j
Get an inside look at the latest Neo4j innovations that enable relationship-driven intelligence at scale. Learn more about the newest cloud integrations and product enhancements that make Neo4j an essential choice for developers building apps with interconnected data and generative AI.
Why You Should Replace Windows 11 with Nitrux Linux 3.5.0 for enhanced perfor...SOFTTECHHUB
The choice of an operating system plays a pivotal role in shaping our computing experience. For decades, Microsoft's Windows has dominated the market, offering a familiar and widely adopted platform for personal and professional use. However, as technological advancements continue to push the boundaries of innovation, alternative operating systems have emerged, challenging the status quo and offering users a fresh perspective on computing.
One such alternative that has garnered significant attention and acclaim is Nitrux Linux 3.5.0, a sleek, powerful, and user-friendly Linux distribution that promises to redefine the way we interact with our devices. With its focus on performance, security, and customization, Nitrux Linux presents a compelling case for those seeking to break free from the constraints of proprietary software and embrace the freedom and flexibility of open-source computing.
In the rapidly evolving landscape of technologies, XML continues to play a vital role in structuring, storing, and transporting data across diverse systems. The recent advancements in artificial intelligence (AI) present new methodologies for enhancing XML development workflows, introducing efficiency, automation, and intelligent capabilities. This presentation will outline the scope and perspective of utilizing AI in XML development. The potential benefits and the possible pitfalls will be highlighted, providing a balanced view of the subject.
We will explore the capabilities of AI in understanding XML markup languages and autonomously creating structured XML content. Additionally, we will examine the capacity of AI to enrich plain text with appropriate XML markup. Practical examples and methodological guidelines will be provided to elucidate how AI can be effectively prompted to interpret and generate accurate XML markup.
Further emphasis will be placed on the role of AI in developing XSLT, or schemas such as XSD and Schematron. We will address the techniques and strategies adopted to create prompts for generating code, explaining code, or refactoring the code, and the results achieved.
The discussion will extend to how AI can be used to transform XML content. In particular, the focus will be on the use of AI XPath extension functions in XSLT, Schematron, Schematron Quick Fixes, or for XML content refactoring.
The presentation aims to deliver a comprehensive overview of AI usage in XML development, providing attendees with the necessary knowledge to make informed decisions. Whether you’re at the early stages of adopting AI or considering integrating it in advanced XML development, this presentation will cover all levels of expertise.
By highlighting the potential advantages and challenges of integrating AI with XML development tools and languages, the presentation seeks to inspire thoughtful conversation around the future of XML development. We’ll not only delve into the technical aspects of AI-powered XML development but also discuss practical implications and possible future directions.
Building RAG with self-deployed Milvus vector database and Snowpark Container...Zilliz
This talk will give hands-on advice on building RAG applications with an open-source Milvus database deployed as a docker container. We will also introduce the integration of Milvus with Snowpark Container Services.
Encryption in Microsoft 365 - ExpertsLive Netherlands 2024Albert Hoitingh
In this session I delve into the encryption technology used in Microsoft 365 and Microsoft Purview. Including the concepts of Customer Key and Double Key Encryption.
Enchancing adoption of Open Source Libraries. A case study on Albumentations.AIVladimir Iglovikov, Ph.D.
Presented by Vladimir Iglovikov:
- https://www.linkedin.com/in/iglovikov/
- https://x.com/viglovikov
- https://www.instagram.com/ternaus/
This presentation delves into the journey of Albumentations.ai, a highly successful open-source library for data augmentation.
Created out of a necessity for superior performance in Kaggle competitions, Albumentations has grown to become a widely used tool among data scientists and machine learning practitioners.
This case study covers various aspects, including:
People: The contributors and community that have supported Albumentations.
Metrics: The success indicators such as downloads, daily active users, GitHub stars, and financial contributions.
Challenges: The hurdles in monetizing open-source projects and measuring user engagement.
Development Practices: Best practices for creating, maintaining, and scaling open-source libraries, including code hygiene, CI/CD, and fast iteration.
Community Building: Strategies for making adoption easy, iterating quickly, and fostering a vibrant, engaged community.
Marketing: Both online and offline marketing tactics, focusing on real, impactful interactions and collaborations.
Mental Health: Maintaining balance and not feeling pressured by user demands.
Key insights include the importance of automation, making the adoption process seamless, and leveraging offline interactions for marketing. The presentation also emphasizes the need for continuous small improvements and building a friendly, inclusive community that contributes to the project's growth.
Vladimir Iglovikov brings his extensive experience as a Kaggle Grandmaster, ex-Staff ML Engineer at Lyft, sharing valuable lessons and practical advice for anyone looking to enhance the adoption of their open-source projects.
Explore more about Albumentations and join the community at:
GitHub: https://github.com/albumentations-team/albumentations
Website: https://albumentations.ai/
LinkedIn: https://www.linkedin.com/company/100504475
Twitter: https://x.com/albumentations
LF Energy Webinar: Electrical Grid Modelling and Simulation Through PowSyBl -...DanBrown980551
Do you want to learn how to model and simulate an electrical network from scratch in under an hour?
Then welcome to this PowSyBl workshop, hosted by Rte, the French Transmission System Operator (TSO)!
During the webinar, you will discover the PowSyBl ecosystem as well as handle and study an electrical network through an interactive Python notebook.
PowSyBl is an open source project hosted by LF Energy, which offers a comprehensive set of features for electrical grid modelling and simulation. Among other advanced features, PowSyBl provides:
- A fully editable and extendable library for grid component modelling;
- Visualization tools to display your network;
- Grid simulation tools, such as power flows, security analyses (with or without remedial actions) and sensitivity analyses;
The framework is mostly written in Java, with a Python binding so that Python developers can access PowSyBl functionalities as well.
What you will learn during the webinar:
- For beginners: discover PowSyBl's functionalities through a quick general presentation and the notebook, without needing any expert coding skills;
- For advanced developers: master the skills to efficiently apply PowSyBl functionalities to your real-world scenarios.
Threats to mobile devices are more prevalent and increasing in scope and complexity. Users of mobile devices desire to take full advantage of the features
available on those devices, but many of the features provide convenience and capability but sacrifice security. This best practices guide outlines steps the users can take to better protect personal devices and information.
DevOps and Testing slides at DASA ConnectKari Kakkonen
My and Rik Marselis slides at 30.5.2024 DASA Connect conference. We discuss about what is testing, then what is agile testing and finally what is Testing in DevOps. Finally we had lovely workshop with the participants trying to find out different ways to think about quality and testing in different parts of the DevOps infinity loop.
UiPath Test Automation using UiPath Test Suite series, part 6DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 6. In this session, we will cover Test Automation with generative AI and Open AI.
UiPath Test Automation with generative AI and Open AI webinar offers an in-depth exploration of leveraging cutting-edge technologies for test automation within the UiPath platform. Attendees will delve into the integration of generative AI, a test automation solution, with Open AI advanced natural language processing capabilities.
Throughout the session, participants will discover how this synergy empowers testers to automate repetitive tasks, enhance testing accuracy, and expedite the software testing life cycle. Topics covered include the seamless integration process, practical use cases, and the benefits of harnessing AI-driven automation for UiPath testing initiatives. By attending this webinar, testers, and automation professionals can gain valuable insights into harnessing the power of AI to optimize their test automation workflows within the UiPath ecosystem, ultimately driving efficiency and quality in software development processes.
What will you get from this session?
1. Insights into integrating generative AI.
2. Understanding how this integration enhances test automation within the UiPath platform
3. Practical demonstrations
4. Exploration of real-world use cases illustrating the benefits of AI-driven test automation for UiPath
Topics covered:
What is generative AI
Test Automation with generative AI and Open AI.
UiPath integration with generative AI
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP
Removing Uninteresting Bytes in Software FuzzingAftab Hussain
Imagine a world where software fuzzing, the process of mutating bytes in test seeds to uncover hidden and erroneous program behaviors, becomes faster and more effective. A lot depends on the initial seeds, which can significantly dictate the trajectory of a fuzzing campaign, particularly in terms of how long it takes to uncover interesting behaviour in your code. We introduce DIAR, a technique designed to speedup fuzzing campaigns by pinpointing and eliminating those uninteresting bytes in the seeds. Picture this: instead of wasting valuable resources on meaningless mutations in large, bloated seeds, DIAR removes the unnecessary bytes, streamlining the entire process.
In this work, we equipped AFL, a popular fuzzer, with DIAR and examined two critical Linux libraries -- Libxml's xmllint, a tool for parsing xml documents, and Binutil's readelf, an essential debugging and security analysis command-line tool used to display detailed information about ELF (Executable and Linkable Format). Our preliminary results show that AFL+DIAR does not only discover new paths more quickly but also achieves higher coverage overall. This work thus showcases how starting with lean and optimized seeds can lead to faster, more comprehensive fuzzing campaigns -- and DIAR helps you find such seeds.
- These are slides of the talk given at IEEE International Conference on Software Testing Verification and Validation Workshop, ICSTW 2022.
Alt. GDG Cloud Southlake #33: Boule & Rebala: Effective AppSec in SDLC using ...James Anderson
Effective Application Security in Software Delivery lifecycle using Deployment Firewall and DBOM
The modern software delivery process (or the CI/CD process) includes many tools, distributed teams, open-source code, and cloud platforms. Constant focus on speed to release software to market, along with the traditional slow and manual security checks has caused gaps in continuous security as an important piece in the software supply chain. Today organizations feel more susceptible to external and internal cyber threats due to the vast attack surface in their applications supply chain and the lack of end-to-end governance and risk management.
The software team must secure its software delivery process to avoid vulnerability and security breaches. This needs to be achieved with existing tool chains and without extensive rework of the delivery processes. This talk will present strategies and techniques for providing visibility into the true risk of the existing vulnerabilities, preventing the introduction of security issues in the software, resolving vulnerabilities in production environments quickly, and capturing the deployment bill of materials (DBOM).
Speakers:
Bob Boule
Robert Boule is a technology enthusiast with PASSION for technology and making things work along with a knack for helping others understand how things work. He comes with around 20 years of solution engineering experience in application security, software continuous delivery, and SaaS platforms. He is known for his dynamic presentations in CI/CD and application security integrated in software delivery lifecycle.
Gopinath Rebala
Gopinath Rebala is the CTO of OpsMx, where he has overall responsibility for the machine learning and data processing architectures for Secure Software Delivery. Gopi also has a strong connection with our customers, leading design and architecture for strategic implementations. Gopi is a frequent speaker and well-known leader in continuous delivery and integrating security into software delivery.
5. 30%
34%
36%
Ideation/
pre-startup
Started less than
1 year ago
Started less than
3 years ago
Lifestage?
6. 40%
18%
18%
24%
At home
Co-working/
incubation
space
On incubator/
accelerator
programme
In rented
offices
Base: working full time on startup n=253
Location
7. Male: 80%
Female: 20%
Under 35: 43%
Over 35: 57%
Irish: 84%
Other: 16%
Startup-ers
8. My first startup
Involved in startup before
46%
54%
Serial Entrepreneurs?
9. 19%
4%
5%
5%
26%
45%
46%
Other
Life Sci/ Bio
Hardware
Cleantech/ Energy
Mobile/ App
Business/ Enterprise
Consumer/ Internet
Sectoral Focus
14. 36%
54%
78%
41%
20%
13%
16%
14%
4%
Irish startup sector
well served by
government policy
Startup sector well
represented like other
business sectors
Irish startup sector is
operating at full
potential
No
Sort of
Yes
Gaps
15. Incubator Survey
• 62% are incubators; 57% are accelerators
• all offer space; mentoring; training: third offer equity
• most accommodate 15-30 startups at any time
• typical acceptance rate = 5% to 15% (up to 90%)
• could support 10-20 more startups each programme if had the space