The document discusses privacy issues related to mobile apps. It notes that mobile apps collect large amounts of personal data from users through devices' sensors and capabilities. Many users uninstall apps due to privacy concerns over how their data is collected and shared. The document also outlines challenges in the mobile app ecosystem regarding privacy policies, permission models, and ensuring user data is handled according to legal and regulatory standards.
Ericsson ConsumerLab: Experience shapes mobile customer loyaltyEricsson
This document discusses a study on how connectivity experiences shape mobile customer loyalty. Some key findings:
- While networks have improved, smartphone users still frequently face issues like slow loading times. Those with many issues are twice as likely to consider switching operators.
- New emerging video apps and live streaming are placing different demands on networks and causing more issues for some users. Users in South Korea stream 10 hours of live video monthly versus 1.5 hours in the US.
- Smartphone users have developed their own "mental indices" to judge connectivity experiences, like webpage load times and video buffering. Younger users expect operators to focus more on app performance than network coverage.
- Net Promoter Scores alone
Ericsson ConsumerLab: Experience shapes mobile customer loyalty - InfographicEricsson
Video-centric smartphone app usage is on the rise, with over 1/3 of users in South Korea and 1/10 in the US watching live streamed videos regularly. This changing user behavior is contributing to connectivity issues that many smartphone users still experience weekly. Those who encounter 11 or more issues per week are twice as likely to consider switching mobile operators. Network performance, especially for video streaming apps, has the largest impact on customer loyalty and dissatisfaction, with over 70% of global users citing it as a common frustration. Understanding the different attitudes that influence customer loyalty beyond basic metrics like Net Promoter Scores can help operators improve connectivity experiences and reduce the 28% of users estimated to be at risk of switching.
The document discusses an insurance company developing a mobile app to better engage with members digitally. It describes how other insurance companies have found success through mobile apps that provide access to health information and services. The proposed app would give members daily health content, a medical library, drug library, ability to ask doctors questions, and track health metrics. It is meant to strengthen relationships with members and optimize sharing of information on services and promotions through a personalized and convenient mobile platform.
DIA Marketing Pharmaceuticals 2015 Leveraging Innovative TechnologiesDale Cooke
This is the slide deck I used to introduce a session on how sponsors of prescription drugs, biologics, and medical devices can take advantage of the newer means that both consumers and healthcare professionals are using to access information, while remaining compliant with FDA regulations.
This document discusses smartphones for doctors and contains 7 steps for clinicians to consider when selecting a smartphone. It provides an overview of smartphone capabilities and applications that can benefit physicians. Usage statistics show that 36% of US physicians currently use smartphones, with the iPhone and Blackberry being most popular. The document analyzes top smartphone models and operating systems. It emphasizes how smartphones can provide doctors access to medical references and patient information at the point-of-care.
This document summarizes a presentation on cell phone use while driving. It explores the history and facts of legislation varying by state, accidents increasing due to distractions, and opinions differing on cell phone bans. Research questions examine views and behaviors related to use, the impact of age and gender, and whether business use increases use. A survey of 58 people examines these topics and related factors like hands-free use and willingness to obey laws. The conclusions analyze relationships between demographics and behaviors and make recommendations.
The document discusses privacy issues related to mobile apps. It notes that mobile apps collect large amounts of personal data from users through devices' sensors and capabilities. Many users uninstall apps due to privacy concerns over how their data is collected and shared. The document also outlines challenges in the mobile app ecosystem regarding privacy policies, permission models, and ensuring user data is handled according to legal and regulatory standards.
Ericsson ConsumerLab: Experience shapes mobile customer loyaltyEricsson
This document discusses a study on how connectivity experiences shape mobile customer loyalty. Some key findings:
- While networks have improved, smartphone users still frequently face issues like slow loading times. Those with many issues are twice as likely to consider switching operators.
- New emerging video apps and live streaming are placing different demands on networks and causing more issues for some users. Users in South Korea stream 10 hours of live video monthly versus 1.5 hours in the US.
- Smartphone users have developed their own "mental indices" to judge connectivity experiences, like webpage load times and video buffering. Younger users expect operators to focus more on app performance than network coverage.
- Net Promoter Scores alone
Ericsson ConsumerLab: Experience shapes mobile customer loyalty - InfographicEricsson
Video-centric smartphone app usage is on the rise, with over 1/3 of users in South Korea and 1/10 in the US watching live streamed videos regularly. This changing user behavior is contributing to connectivity issues that many smartphone users still experience weekly. Those who encounter 11 or more issues per week are twice as likely to consider switching mobile operators. Network performance, especially for video streaming apps, has the largest impact on customer loyalty and dissatisfaction, with over 70% of global users citing it as a common frustration. Understanding the different attitudes that influence customer loyalty beyond basic metrics like Net Promoter Scores can help operators improve connectivity experiences and reduce the 28% of users estimated to be at risk of switching.
The document discusses an insurance company developing a mobile app to better engage with members digitally. It describes how other insurance companies have found success through mobile apps that provide access to health information and services. The proposed app would give members daily health content, a medical library, drug library, ability to ask doctors questions, and track health metrics. It is meant to strengthen relationships with members and optimize sharing of information on services and promotions through a personalized and convenient mobile platform.
DIA Marketing Pharmaceuticals 2015 Leveraging Innovative TechnologiesDale Cooke
This is the slide deck I used to introduce a session on how sponsors of prescription drugs, biologics, and medical devices can take advantage of the newer means that both consumers and healthcare professionals are using to access information, while remaining compliant with FDA regulations.
This document discusses smartphones for doctors and contains 7 steps for clinicians to consider when selecting a smartphone. It provides an overview of smartphone capabilities and applications that can benefit physicians. Usage statistics show that 36% of US physicians currently use smartphones, with the iPhone and Blackberry being most popular. The document analyzes top smartphone models and operating systems. It emphasizes how smartphones can provide doctors access to medical references and patient information at the point-of-care.
This document summarizes a presentation on cell phone use while driving. It explores the history and facts of legislation varying by state, accidents increasing due to distractions, and opinions differing on cell phone bans. Research questions examine views and behaviors related to use, the impact of age and gender, and whether business use increases use. A survey of 58 people examines these topics and related factors like hands-free use and willingness to obey laws. The conclusions analyze relationships between demographics and behaviors and make recommendations.
La Unión Europea ha acordado un embargo petrolero contra Rusia en respuesta a la invasión de Ucrania. El embargo forma parte de un sexto paquete de sanciones y privará a Rusia de acceso a mercados clave. Sin embargo, Hungría, Eslovaquia y la República Checa fueron exentos temporalmente debido a su dependencia del petróleo ruso.
Crowdtesting 2.0 - From Anonymous Crowd to Target Audience & Customer CommunityCrowdsourcing Week
Dieter Speidel, Pass Group. Presented at Crowdsourcing Week Summit Geneva. For more information or to join the next event: http://crowdsourcingweek.com/
How Can Crowdsourcing and Machine Learning Improve Speech Technology?Crowdsourcing Week
Can crowdsourcing be a reliable source of data for speech technology?
By DefinedCrowd. Presented at Crowdsourcing Week Global 2016. Learn more and join the next event: www.crowdsourcingweek.com
How is the mobile internet and blockchain changing everything we value in trade, finance, life and relationships?
By Chris Skinner, Financial Services Club. Presented at Crowdsourcing Week Global 2016. Learn more and join the next event: www.crowdsourcingweek.com
By Frank Vermeulen and Nicolas Verstraete. Presented at Crowdsourcing Week Europe 2016. For more information and details on our next event, visit www.crowdsourcingweek.com.
Crowdsourced Education and Skills Needed for the Future of EmployabilityCrowdsourcing Week
The document outlines the agenda for a 5-day conference on crowdsourcing and the collaborative society. Day 2 focuses on crowdsourcing and co-creation. Day 3 covers smart cities and mobility. Day 4 discusses energy, sustainability, and the environment. The final day is about the future of work, education, and entrepreneurship. The document also provides a brief history of the internet and related technologies from 1991 to the present, noting key events and industries.
The document discusses mobile analytics and insights from mobile engagement marketing. It provides an overview of mobile trends, outlines steps for measuring mobile's impact on marketing, and reviews unique insights and vendors for mobile analytics. While mobile analytics are maturing, there are still caveats around standardization and integrating siloed data and tools across the fragmented mobile landscape.
This document discusses wearable technology trends for 2016 and beyond. It provides an overview of the history and types of wearables, and their applications in tracking physical activity and managing diseases. Benefits of wearables include increased productivity and life expectancy. The growing wearables market is projected to reach $41 billion by 2020. While prices need to drop and form factors expand for broader adoption, wearables from Apple and Fitbit currently dominate the market. Employers are also implementing wearable wellness programs. The future of wearables lies in continued price decreases and the rise of the "quantified self" through self-tracking technologies.
A brief overview of the benefits of using mobile communications and marketing to grow your business.
This presentation presents the growth and reach of the mobile market along with best practices of how to create a successful mobile campaign.
Presentation by F. Brian Whitman, President & CEO, Corrigan Consulting at the Smart Health Conference 2018, held at Bally's Las Vegas on the 26-27th of April, 2018.
This was a team project where we were tasked with developing a campaign proposal for a new product. Other team member names have been removed. I was responsible for the strengths and weaknesses of the competitors and for the launch event
Myanmar Consumer Preference Study over COVID-19Simon Bailey
This study looks at the response by Myanmar consumers to the COVID-19 situation. This shows the significant shifts in Digital behaviours and requirements from the market
La Unión Europea ha acordado un embargo petrolero contra Rusia en respuesta a la invasión de Ucrania. El embargo forma parte de un sexto paquete de sanciones y privará a Rusia de acceso a mercados clave. Sin embargo, Hungría, Eslovaquia y la República Checa fueron exentos temporalmente debido a su dependencia del petróleo ruso.
Crowdtesting 2.0 - From Anonymous Crowd to Target Audience & Customer CommunityCrowdsourcing Week
Dieter Speidel, Pass Group. Presented at Crowdsourcing Week Summit Geneva. For more information or to join the next event: http://crowdsourcingweek.com/
How Can Crowdsourcing and Machine Learning Improve Speech Technology?Crowdsourcing Week
Can crowdsourcing be a reliable source of data for speech technology?
By DefinedCrowd. Presented at Crowdsourcing Week Global 2016. Learn more and join the next event: www.crowdsourcingweek.com
How is the mobile internet and blockchain changing everything we value in trade, finance, life and relationships?
By Chris Skinner, Financial Services Club. Presented at Crowdsourcing Week Global 2016. Learn more and join the next event: www.crowdsourcingweek.com
By Frank Vermeulen and Nicolas Verstraete. Presented at Crowdsourcing Week Europe 2016. For more information and details on our next event, visit www.crowdsourcingweek.com.
Crowdsourced Education and Skills Needed for the Future of EmployabilityCrowdsourcing Week
The document outlines the agenda for a 5-day conference on crowdsourcing and the collaborative society. Day 2 focuses on crowdsourcing and co-creation. Day 3 covers smart cities and mobility. Day 4 discusses energy, sustainability, and the environment. The final day is about the future of work, education, and entrepreneurship. The document also provides a brief history of the internet and related technologies from 1991 to the present, noting key events and industries.
The document discusses mobile analytics and insights from mobile engagement marketing. It provides an overview of mobile trends, outlines steps for measuring mobile's impact on marketing, and reviews unique insights and vendors for mobile analytics. While mobile analytics are maturing, there are still caveats around standardization and integrating siloed data and tools across the fragmented mobile landscape.
This document discusses wearable technology trends for 2016 and beyond. It provides an overview of the history and types of wearables, and their applications in tracking physical activity and managing diseases. Benefits of wearables include increased productivity and life expectancy. The growing wearables market is projected to reach $41 billion by 2020. While prices need to drop and form factors expand for broader adoption, wearables from Apple and Fitbit currently dominate the market. Employers are also implementing wearable wellness programs. The future of wearables lies in continued price decreases and the rise of the "quantified self" through self-tracking technologies.
A brief overview of the benefits of using mobile communications and marketing to grow your business.
This presentation presents the growth and reach of the mobile market along with best practices of how to create a successful mobile campaign.
Presentation by F. Brian Whitman, President & CEO, Corrigan Consulting at the Smart Health Conference 2018, held at Bally's Las Vegas on the 26-27th of April, 2018.
This was a team project where we were tasked with developing a campaign proposal for a new product. Other team member names have been removed. I was responsible for the strengths and weaknesses of the competitors and for the launch event
Myanmar Consumer Preference Study over COVID-19Simon Bailey
This study looks at the response by Myanmar consumers to the COVID-19 situation. This shows the significant shifts in Digital behaviours and requirements from the market
This document discusses wearable technology trends for 2016 and beyond. It begins with definitions of wearables as smart devices that track data through sensors and display content. Common wearables track physical activities, sleep, heart rate and more to help with health, fitness and disease management. The market for wearables is growing rapidly as their use expands in employer wellness programs, health insurance, and individual use. While wearables from Fitbit, Jawbone, Apple and others are popular, price and aesthetics will be key factors in future adoption. The document predicts the wearables market will grow to $41 billion by 2020.
The document discusses trends in mobile devices, applications, and marketing. It notes that smartphones are increasingly popular and overtaking basic phones. Tablets are also growing in ownership. Most mobile activities involve social, local, and mobile (SoLoMo) elements. Location-based services and augmented reality provide engagement opportunities. Mobile shopping faces challenges but can be enhanced through offers, reviews, and in-store functions. The document advocates an integrated mobile strategy including websites, apps, messaging and analytics to attract and service mobile customers.
2011 Maine Restaurant Expo seminar deck "There's an App for That" 3 16-2011Fishbowl Inc
This document discusses how restaurants can use mobile applications to engage customers. It outlines how consumers are increasingly using smartphones and mobile apps. Restaurants can use apps for search optimization, social media engagement, online ordering and reservations, daily deals, surveys, email marketing, QR codes, and loyalty programs. The presentation provides statistics on mobile trends and examples of successful restaurant apps.
This document discusses the differences between mobile apps and mobile websites. Some key differences are that mobile apps have 6x longer dwell times, allow for personalization and notifications, and leverage device functions. Mobile websites have broad reach but a less rich experience. The document provides recommendations on when to develop a mobile app versus a mobile website, such as developing an app when the experience is too rich for mobile web or to create user loyalty. It also debunks some common myths about mobile apps and websites.
The document discusses segmentation and targeting strategies for e-marketing. It outlines how market segmentation involves grouping individuals based on characteristics like geography, demographics, behaviors, and interests. This allows companies to better target customer segments. The document provides examples of common segmentation bases used by e-marketers and describes several usage segments like millennials, ethnic groups, and influentials. It also discusses four targeting strategies and how segmentation can increase customer retention, sales, and repeat orders.
Mobileday 2016 - User behavior & Insight; How to surf the wave? - Phan Tuan AnhTuấn Anh Phan
In order to understand mobile user behavior & insight in Asean & Emerging Market in 2016.
Why mobile?
In fact, users think mobile is just mobile, their smartphone
08 critical points for each Marketer in order to develop mobile marketing strategy
The combination of: Mobile Connects Everything + Consumer Decision Journey + Gamification = Mobile Advocacy Journey
For mobile, it's all about interactive + relative
Engaging with Digital Consumers: They’re ready, are you?Infosys
Infosys, a global leader in business consulting and technology solutions, has unveiled the first major study that scrutinizes an ever-widening data gap between digital consumers and the retail, banking, and healthcare companies that serve them.
The results of the study are a call to action for global corporations to leverage the latest data mining technologies. Harnessing Big Data 2.0 will have enormous business opportunities in tomorrow’s marketplace.
The Next Wave of Technology: Social Media and Electronic Health RecordsKent State University
Electronic health records, personal health records, home monitoring, social media, and mobile apps are transforming healthcare through increased access to health data and communication. EHRs improve care coordination and quality by providing consistent patient histories while PHRs empower patients by giving them access to their own health information. Home monitoring devices and social media enhance care by facilitating remote monitoring and peer support. Mobile apps are increasingly used for health tracking and information access as most Americans now have smartphones. Overall, these technologies are shifting care delivery outside of hospitals and empowering patients through greater engagement with their health data and doctors.
Similar to What does your Data Say about you? (20)
Crowdsourcing à la sbv IMPROVER: the challenge of being your own clientCrowdsourcing Week
- The sbv IMPROVER project is a crowdsourcing platform led by PMI R&D to verify methods in industrial research through challenges in data science, biology and medicine. It aims to provide quality control of company research.
- Challenges follow five stages: preparation, launch, running the challenge, ranking submissions, and sharing results. Defining precise questions helps obtain focused solutions.
- Challenges engage crowds of young researchers interested in machine learning and data science. Advertising occurs through social media, conferences, and directly engaging previous participants.
- Benefits include scientific publications, learning, and driving innovation through crowdsourced verification of methods. Maintaining the platform requires significant communication efforts but eng
The document discusses Tipalti, a payables automation solution that aims to simplify global payments operations. It notes that manual payables processes are inefficient, risky and a barrier to growth. Tipalti provides a holistic platform that automates partner onboarding, payments, tax compliance, reconciliation and other functions. This allows customers to scale rapidly while reducing costs, risks and freeing up staff to focus on strategic work. The platform offers controls for fraud detection, regulatory compliance and supports payments to over 190 countries.
Crowdsourced to Outsourced: How online platforms are shaping the future of workCrowdsourcing Week
Online platforms are shaping the future of work by enabling crowdsourcing and freelancing. They allow access to a global talent pool and provide flexibility for freelancers to work remotely. This benefits both businesses and freelancers. Online platforms also foster creativity through design competitions and help address challenges like data collection and knowledge gaps through public engagement. They are expected to further disrupt and enhance how people work in the future by promoting fair access to opportunities worldwide.
Malasya's Experience in Crowd Labour and Sharing EconomyCrowdsourcing Week
This document summarizes Malaysia's experience with crowd labor and the sharing economy. It discusses how Malaysia established programs like eRezeki to connect Malaysian workers with online work and tasks through digital platforms. These programs helped Malaysians earn additional income by performing microtasks, professional work, and some offline tasks. The programs worked with over 100 digital marketplace partners and established training centers across Malaysia to support crowd workers. Government initiatives helped educate stakeholders and promote sharing economy adoption, growing the estimated market size from RM110 million in 2016 to RM949 million in 2018.
This document outlines 9 ways to ruin an open innovation challenge. It begins by discussing the importance of having clear objectives, rules, and transparency when launching a challenge. It then discusses the importance of proper recruitment of participants, not having too high of barriers to entry, and having fair intellectual property policies. The document also notes that challenges should not be solely about competition and should offer fitting prizes. It emphasizes the importance of the right judges, mentors, and timing for challenges. The overall message is that challenges need proper planning and organization to be successful.
Attracting and Retaining Top Partners with a Best-in-Class Payments ExperienceCrowdsourcing Week
This document discusses how to attract and retain top partners through best-in-class payments experiences. It notes that the crowd space is becoming more competitive, making it harder to attract and retain partners. Providing a great payments experience can help with this. The document outlines 5 steps to achieve a best-in-class payments experience: 1) automate partner onboarding, 2) develop cross-border payment intelligence, 3) proactively communicate payment information, 4) ensure tax compliance, and 5) maintain a lean and scalable operation. It emphasizes that payments are important to partners and marketplaces lose partners due to payment issues.
Core + Crowd: Why (and how) crowdsourcing is about to become mainstreamCrowdsourcing Week
This document discusses how crowdsourcing is becoming mainstream through the "Core + Crowd" model. It outlines the history and current state of crowdsourcing, and introduces the concept of "Crowd 2.0" - making crowdsourcing more social by allowing organizations to build customized crowds. Crowd 2.0 moves beyond early crowdsourcing approaches by making communities more open, personalized, and gamified. The future workforce is predicted to blend core teams, freelancers, crowdsourced labor, and automation through platforms like HeroX that connect organizations to large global crowds without managing overhead.
NIST is working to establish models for smart and secure cities through its Global City Teams Challenge program. The program brings together technology innovators, cities, and other stakeholders to collaborate on projects that improve quality of life using IoT and cyber-physical systems. Example projects address issues like emergency response, transportation, and utilities. Over 200 cities worldwide have participated, working in clusters on shared challenges and opportunities. The goal is to demonstrate replicable, scalable, and sustainable smart city solutions with built-in security and privacy protections.
How Successful Crowdsourcing Depends on asking 'Interesting Questions'Crowdsourcing Week
Writing Interesting Questions is as much art as as science. Here are some 100%Open has written recently. How can we double the fun of the LEGO play experience? How can I wash my home, myself, or my clothes with a single cup of water? (Unilever) How can we enable all Detroiters to travel more easily, safely and reliably? (Ford) How can we empower investors and their advisers to consider the CO2 impact of their investment decisions? (UBS) How can we help people do good by using their mobile phone in 3 minutes or less? (EE) Our Interesting Question methodology (https://www.100open.com/toolkit_2/interesting-question/) ensure that questions are accessible, contagious and as inspiring to the Challenge Holder organisation as they are to the Innovator target group.
Contestant Centered Design: creative approaches to designing competitionsCrowdsourcing Week
This document discusses contestant-centered design for competitions. It provides examples of challenges hosted by NIST's Public Safety Communications Research Division. Contestant-centered design means considering a competition from the contestant's point of view and focusing on their needs and desires when designing challenges. This includes gathering feedback to improve future challenges and providing support throughout the process. The document outlines this approach for five example challenges.
Ethan will talk about the opportunity to reward crowdsourcing participants through crypto assets/tokens that allows the possibility of performing many micro transactions, saving costs for both the business and the users. In addition, the topic of transparency coming from the blockchain sector where business are now becoming more open to have the public help with tough R&D questions that in the past would have been kept internal. The blockchain industry is in fact growing communities as their branding strategy from the start, and rely on transparency for their community to trust them. All in all, we are seeing the tools in the making to ignite crowdsourcing’s future potential within decentralized business models. Lastly, we will dive into current use case studies from crowdholding.com, on creating a crowd rewarding mechanism for both crowd intelligence and crowd marketing.
A New Report on the State of Open Innovation and What it Means For youCrowdsourcing Week
The document summarizes the findings of a survey conducted by Luminary Labs of nearly 100 organizations from private sector, government, and nonprofit sectors to understand how they use open innovation to solve complex problems. The survey explored why organizations invest in open innovation, what open innovation practices look like today, and how open innovation will evolve in the future within organizations and beyond. Insights were gathered from open innovation leaders at companies and organizations like AstraZeneca, Bayer, City of Pittsburgh, and the U.S. Department of Health and Human Services.
GeniusLink is an expert operating system from GE that uses a crowd-powered approach to optimize business performance through three main components: Experts as a Service which provides access to over 21 million rated experts; Outcomes as a Service which offers a new framework for problem-solving; and a Digital Operating System platform for rapid collaboration. It aims to transform business by deploying flexible talent, using data and automation to engage experts beyond a company's normal reach, and achieving hyper-competitive operations through increased speed, agility and outcomes. Examples are provided of how GeniusLink helped GE accelerate new product development and identify over $5 billion in productivity savings through its crowd-powered approach.
Crowdsourcing: Changing the Faces of Innovation at NASACrowdsourcing Week
Dr. Amy Kaminski will be moderating a panel at the CSW Global conference from October 24-28th in Washington DC titled "The Final Frontier will be Crowdsourced". The panel will discuss how crowdsourcing is changing innovation at NASA, traditional R&D methods, and early crowdfunding efforts in space technology. Other panelists include Christian Cotichini, Julian Guthrie, and Dr. Sean Casey who will discuss the Kicksat deployment.
This document discusses ICOs (Initial Coin Offerings) and the legal issues surrounding them. It notes that while ICOs raised billions in 2017, many did not comply with securities laws. The SEC and other regulators have since cracked down, issuing subpoenas and charges. The document provides rules for startups to follow to conduct a compliant ICO, including determining if blockchain is really needed, following securities laws if conducting the ICO in America, understanding the many applicable rules, being truthful to protect investors, and expecting the process to be lengthy and expensive but worthwhile to do legally. It promotes following the advice of attorney Kendall Almerico on these matters.
Open Source Contributions to Postgres: The Basics POSETTE 2024ElizabethGarrettChri
Postgres is the most advanced open-source database in the world and it's supported by a community, not a single company. So how does this work? How does code actually get into Postgres? I recently had a patch submitted and committed and I want to share what I learned in that process. I’ll give you an overview of Postgres versions and how the underlying project codebase functions. I’ll also show you the process for submitting a patch and getting that tested and committed.
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
Learn SQL from basic queries to Advance queriesmanishkhaire30
Dive into the world of data analysis with our comprehensive guide on mastering SQL! This presentation offers a practical approach to learning SQL, focusing on real-world applications and hands-on practice. Whether you're a beginner or looking to sharpen your skills, this guide provides the tools you need to extract, analyze, and interpret data effectively.
Key Highlights:
Foundations of SQL: Understand the basics of SQL, including data retrieval, filtering, and aggregation.
Advanced Queries: Learn to craft complex queries to uncover deep insights from your data.
Data Trends and Patterns: Discover how to identify and interpret trends and patterns in your datasets.
Practical Examples: Follow step-by-step examples to apply SQL techniques in real-world scenarios.
Actionable Insights: Gain the skills to derive actionable insights that drive informed decision-making.
Join us on this journey to enhance your data analysis capabilities and unlock the full potential of SQL. Perfect for data enthusiasts, analysts, and anyone eager to harness the power of data!
#DataAnalysis #SQL #LearningSQL #DataInsights #DataScience #Analytics
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
"Financial Odyssey: Navigating Past Performance Through Diverse Analytical Lens"sameer shah
Embark on a captivating financial journey with 'Financial Odyssey,' our hackathon project. Delve deep into the past performance of two companies as we employ an array of financial statement analysis techniques. From ratio analysis to trend analysis, uncover insights crucial for informed decision-making in the dynamic world of finance."
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.
Orchestrating the Future: Navigating Today's Data Workflow Challenges with Ai...Kaxil Naik
Navigating today's data landscape isn't just about managing workflows; it's about strategically propelling your business forward. Apache Airflow has stood out as the benchmark in this arena, driving data orchestration forward since its early days. As we dive into the complexities of our current data-rich environment, where the sheer volume of information and its timely, accurate processing are crucial for AI and ML applications, the role of Airflow has never been more critical.
In my journey as the Senior Engineering Director and a pivotal member of Apache Airflow's Project Management Committee (PMC), I've witnessed Airflow transform data handling, making agility and insight the norm in an ever-evolving digital space. At Astronomer, our collaboration with leading AI & ML teams worldwide has not only tested but also proven Airflow's mettle in delivering data reliably and efficiently—data that now powers not just insights but core business functions.
This session is a deep dive into the essence of Airflow's success. We'll trace its evolution from a budding project to the backbone of data orchestration it is today, constantly adapting to meet the next wave of data challenges, including those brought on by Generative AI. It's this forward-thinking adaptability that keeps Airflow at the forefront of innovation, ready for whatever comes next.
The ever-growing demands of AI and ML applications have ushered in an era where sophisticated data management isn't a luxury—it's a necessity. Airflow's innate flexibility and scalability are what makes it indispensable in managing the intricate workflows of today, especially those involving Large Language Models (LLMs).
This talk isn't just a rundown of Airflow's features; it's about harnessing these capabilities to turn your data workflows into a strategic asset. Together, we'll explore how Airflow remains at the cutting edge of data orchestration, ensuring your organization is not just keeping pace but setting the pace in a data-driven future.
Session in https://budapestdata.hu/2024/04/kaxil-naik-astronomer-io/ | https://dataml24.sessionize.com/session/667627
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
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count
General
wellbeing
DNA
Health
conditions
Mobile
device
data
Mobile
apps
Installed
Mobile
app usage
Mobile
Location
Mobile
web
usage
Spending
habits
Job role &
status
Activity
patterns
Smart
meter
Personality
Traits
Intelligence
Political
views Interests
Happiness
Career
traits
Values
Carer
status
Disability
status
Laptop
web
usage
Photos
Connected
Wearables
Education Skills &
Experience
Automotive
behaviours
Citizens empowered with their data
STRICTLY CONFIDENTIAL
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Annual
salary
Sleep
Height,
weight,
BMI
Nutrition
Blood
type
Sports /
Activities
Product
usage
Habitat
Attitudes
Sentiment
Influence
The first step is collection. Enable people to gather their data safely and securely. Citizenme is already enabling thousands of people to collect many, many different types of data about themselves. This ‘meData’ creates a full 360 view of self.