Digital advertising industry is based on data. But without context, data is meaningless. Data and context should be used to improve the business. Otherwise we are useless.
Very often there is a friction when we have to explain to the decision makers what the data and context are telling us. It's not because there is no will to improve the business, but because we don't speak the same language.
We have to re-learn the ancient skill of storytelling.
Writing A Research Paper For Science Fa. Online assignment writing service.Rebecca Rivera
The document discusses how the partition of India caused immense human suffering as populations were exchanged across the new border, focusing on the short story "Toba Tek Singh" by Sadat Hasan Manto. Written in Urdu, Pakistan's national language, the story reveals the sense of bewilderment experienced by one particular group affected by the partition, shedding light on the human tragedy endured on both sides.
Critical Review Of Qualitative And Quantitative Paper - CrCheryl Viljoen
This document discusses patient confidentiality and its ethical implications for nursing practice. It notes that patient confidentiality is a fundamental healthcare practice and integral part of ethical standards. The nurse has a duty to maintain confidentiality according to the ANA code of ethics, with exceptions such as protecting the patient or others, or following mandatory public health laws. Analyzing ethical dilemmas around confidentiality involves gathering information, determining the dilemma type, and using frameworks like utilitarianism or deontology to assess consequences or duties in upholding confidentiality.
How To Write A Conclusion For An A Level EssayStephanie Weber
The document discusses the consequences of Jim Crow racism, as seen in the Scottsboro Trials of the 1930s. It examines how Jim Crow laws kept white and black Americans strictly separated, denying basic rights to black citizens. It notes that challenging Jim Crow could result in severe punishments like lynching. The Scottsboro Trials demonstrated how even the slightest accusation against Jim Crow norms, such as a black man speaking to a white woman, could lead to false charges and convictions regardless of evidence.
The theme of the lesson: Tours you will never forgetАйбек Қуандықұлы
This document summarizes an English lesson plan for teaching students about travel. The lesson uses various methods like group work, games, and pictures to develop students' speaking, listening, reading, and writing skills. Students learn new vocabulary related to travel. They discuss what travel agencies do and learn about a local tourism company. The lesson involves students answering questions in groups and choosing a city to invite guests on a tour.
Introducing Narrative Writing. Online assignment writing service.Melissa Moore
Here are explanations for the expense and date entries in the general journal for KidKare, Inc. for 2011:
Dec 30, 2011 - Childcare Expense account is debited for $2,400 to record the expense incurred for providing childcare services for the month. The credit is to the Cash account to record the payment of this expense.
The date of Dec 30, 2011 represents the last day of the accounting period (month) being recorded. Expenses are recorded on the date they are incurred, which for a childcare business would be at the end of the month after providing the services. The cash payment is also recorded on this date to show it was paid by the end of the accounting period.
The
This document provides a lesson plan for teaching elementary students about different animals. The plan involves students evaluating websites about animals, learning about animal characteristics, habitats and diets. They then create an animal profile of their choice and present it orally. The plan aims to help students describe animals, classify them as wild or domestic, and talk about their lives and habitats. It incorporates various online activities and games to reinforce vocabulary and make learning fun.
Business Storytelling by Cynthia Hartwig of Two PensCynthia Hartwig
Anyone familiar with the Bible and Aesop’s fables already knows that stories are the oldest persuasive tool since the dawn of time. And now everybody from the The Wall Street Journal to LinkedIn is saying that storytelling will be the number one business skill needed in the next five years. That’s why you should run, don’t walk, to see the hands-on business storytelling workshop with Cynthia Hartwig, fiction writer and co-founder of Two Pens.
Over the course of her career in advertising and social media, Cynthia Hartwig has honed the act of telling stories into a fun and practical art. She’ll lead you in a series of practice-makes-perfect exercises that will help you to persuade, excite, sell and sway people to your point of view.
You’ll see how stories can be used in all kinds of business settings to communicate and connect with employees, customers, colleagues, partners, suppliers, and the media.
You’ll learn the mechanics of telling a story with a beginning that hooks you, to a middle that builds tension, to a satisfying end.
You’ll learn how to weave rich information (even numbers) with personal insights and emotional power and then experience the thrill of having an audience remember what you’ve said. Many writing exercises are included to help you tap into the mind’s unique hard-wiring that can create a story out of almost any experience.
1. Technology plays a major role in society and preparing students for 21st century learning.
2. The school district will embed an equitable and accessible 21st century learning environment using available technologies to support innovative teaching and learning.
3. The entire educational community will work collaboratively to provide students with emerging technologies through the curriculum to ensure student success in higher education, careers, and lifelong learning.
Writing A Research Paper For Science Fa. Online assignment writing service.Rebecca Rivera
The document discusses how the partition of India caused immense human suffering as populations were exchanged across the new border, focusing on the short story "Toba Tek Singh" by Sadat Hasan Manto. Written in Urdu, Pakistan's national language, the story reveals the sense of bewilderment experienced by one particular group affected by the partition, shedding light on the human tragedy endured on both sides.
Critical Review Of Qualitative And Quantitative Paper - CrCheryl Viljoen
This document discusses patient confidentiality and its ethical implications for nursing practice. It notes that patient confidentiality is a fundamental healthcare practice and integral part of ethical standards. The nurse has a duty to maintain confidentiality according to the ANA code of ethics, with exceptions such as protecting the patient or others, or following mandatory public health laws. Analyzing ethical dilemmas around confidentiality involves gathering information, determining the dilemma type, and using frameworks like utilitarianism or deontology to assess consequences or duties in upholding confidentiality.
How To Write A Conclusion For An A Level EssayStephanie Weber
The document discusses the consequences of Jim Crow racism, as seen in the Scottsboro Trials of the 1930s. It examines how Jim Crow laws kept white and black Americans strictly separated, denying basic rights to black citizens. It notes that challenging Jim Crow could result in severe punishments like lynching. The Scottsboro Trials demonstrated how even the slightest accusation against Jim Crow norms, such as a black man speaking to a white woman, could lead to false charges and convictions regardless of evidence.
The theme of the lesson: Tours you will never forgetАйбек Қуандықұлы
This document summarizes an English lesson plan for teaching students about travel. The lesson uses various methods like group work, games, and pictures to develop students' speaking, listening, reading, and writing skills. Students learn new vocabulary related to travel. They discuss what travel agencies do and learn about a local tourism company. The lesson involves students answering questions in groups and choosing a city to invite guests on a tour.
Introducing Narrative Writing. Online assignment writing service.Melissa Moore
Here are explanations for the expense and date entries in the general journal for KidKare, Inc. for 2011:
Dec 30, 2011 - Childcare Expense account is debited for $2,400 to record the expense incurred for providing childcare services for the month. The credit is to the Cash account to record the payment of this expense.
The date of Dec 30, 2011 represents the last day of the accounting period (month) being recorded. Expenses are recorded on the date they are incurred, which for a childcare business would be at the end of the month after providing the services. The cash payment is also recorded on this date to show it was paid by the end of the accounting period.
The
This document provides a lesson plan for teaching elementary students about different animals. The plan involves students evaluating websites about animals, learning about animal characteristics, habitats and diets. They then create an animal profile of their choice and present it orally. The plan aims to help students describe animals, classify them as wild or domestic, and talk about their lives and habitats. It incorporates various online activities and games to reinforce vocabulary and make learning fun.
Business Storytelling by Cynthia Hartwig of Two PensCynthia Hartwig
Anyone familiar with the Bible and Aesop’s fables already knows that stories are the oldest persuasive tool since the dawn of time. And now everybody from the The Wall Street Journal to LinkedIn is saying that storytelling will be the number one business skill needed in the next five years. That’s why you should run, don’t walk, to see the hands-on business storytelling workshop with Cynthia Hartwig, fiction writer and co-founder of Two Pens.
Over the course of her career in advertising and social media, Cynthia Hartwig has honed the act of telling stories into a fun and practical art. She’ll lead you in a series of practice-makes-perfect exercises that will help you to persuade, excite, sell and sway people to your point of view.
You’ll see how stories can be used in all kinds of business settings to communicate and connect with employees, customers, colleagues, partners, suppliers, and the media.
You’ll learn the mechanics of telling a story with a beginning that hooks you, to a middle that builds tension, to a satisfying end.
You’ll learn how to weave rich information (even numbers) with personal insights and emotional power and then experience the thrill of having an audience remember what you’ve said. Many writing exercises are included to help you tap into the mind’s unique hard-wiring that can create a story out of almost any experience.
1. Technology plays a major role in society and preparing students for 21st century learning.
2. The school district will embed an equitable and accessible 21st century learning environment using available technologies to support innovative teaching and learning.
3. The entire educational community will work collaboratively to provide students with emerging technologies through the curriculum to ensure student success in higher education, careers, and lifelong learning.
The document discusses digital storytelling, which involves enriching traditional narratives with various types of digital media like photos, audio, video and graphics. It provides details on the hardware and software needed, examples of tools used to create digital stories like Animoto and VoiceThread, different formats that can be used like video and audio, and various types of stories that can be told like personal stories, informational stories and stories based on interviews. It also outlines a 6 step process for creating digital stories, including choosing a topic, collecting artifacts, storyboarding, revising, constructing the story using software, and screening the finished product.
This document provides instructions for a mask project focusing on economy, emphasis, and texture. Students are asked to create a paper mache mask that can be used for storytelling with a costume, as a functional object for a ritual, or fashion to communicate identity. The mask design should simplify and emphasize an aspect of the student's personality or style. Students will cover their masks with found materials to provide texture and color. Research, brainstorming, design, and documentation steps are outlined. The goal is for students to draw inspiration from their environment and use found objects to identify themselves through their masks.
How To Write A Bibliography For A Research Paper - IReHeidi Perry
The document discusses dual coding theory and how it relates to how people remember information. Dual coding theory suggests that people encode both verbal and visual information, and having both types of encodings enhances memory recall. Schema, or prior knowledge, can also impact how new information is remembered. The passage then introduces that the purpose is to test the reliability of results from a previous experiment about how schema consistency affects memory.
Reaching net-generation learners with social technologiesguestba21f9
1. The document discusses reaching "net-generation" learners and students using social technologies.
2. It notes that today's students are different than what the current education system was designed for, and that adapting to these students means adapting to a changing world.
3. The document suggests using multimedia, stories, videos, audio and triggering multiple senses to engage students, as well as making learners more autonomous and using tools like blogs and Skype.
Reaching Net Generation Learners with social technologies - CDIO 2008Maarten Cannaerts
1. The document discusses reaching "net-generation" learners through the use of social technologies.
2. It notes that today's students are different than those the education system was designed for, and argues we must adapt to a changing world by making learning more autonomous, interactive, and skills-focused.
3. The document suggests using tools like social networking, multimedia, and open learning approaches to better engage students and show the relevance of their education.
The document discusses the steps to request writing assistance from HelpWriting.net:
1. Create an account with a password and email.
2. Complete a 10-minute order form providing instructions, sources, deadline, and attaching a sample work if wanting the writer to imitate writing style.
3. Review bids from writers and choose one based on qualifications, history, and feedback, then pay a deposit to start the assignment.
4. Review the completed paper and authorize final payment if satisfied, or request free revisions. HelpWriting.net guarantees original, high-quality work and refunds for plagiarism.
PPT - Expert Help For Different Types Of Essay Writing PowerPointJennifer Campbell
This document provides instructions for seeking expert help with essay writing from the site HelpWriting.net. It outlines a 5-step process: 1) Create an account; 2) Complete an order form with instructions and deadline; 3) Review bids from writers and choose one; 4) Review the completed paper and authorize payment; 5) Request revisions until satisfied. It emphasizes that the site stands by providing original, high-quality content or offering a full refund.
Dr. Marinak Presentation Penn State YorkAileen Hower
The document discusses strategies for teaching informational text in the age of Common Core State Standards. It emphasizes increasing the amount of informational text students are exposed to, using a variety of text types. Graphic organizers and questioning are presented as tools to help students analyze informational text structures like comparison, cause and effect, and chronology. Teachers are encouraged to model their thinking about texts and connect multiple sources on a topic.
The document discusses how technology is becoming more powerful and ubiquitous, with the computing power of the internet predicted to surpass all human brains combined by 2020-2040. It encourages embracing new technologies and keeping approaches simple, as well as taking incremental steps towards goals rather than focusing on hard parts first. The overall tone is optimistic about the potential for technology to enable positive change.
The document provides instructions for creating an account and requesting paper writing assistance from HelpWriting.net. It is a 5-step process: 1) Create an account with an email and password. 2) Complete a 10-minute order form providing instructions, sources, and deadline. 3) Review bids from writers and choose one based on qualifications. 4) Receive the paper and approve for payment or request revisions. 5) Request revisions until satisfied with the paper.
Emmylou B. Felimer presented on the art of communication and getting the message across. The objectives of the presentation were to learn tips for spontaneous self-expression, strategies for enhancing vocabulary, mastering grammar rules, and applying strategies for powerful public speaking. The presentation covered techniques for self-expression, enhancing vocabulary through learning roots and using context clues, ensuring grammatical accuracy, and delivering powerful public speeches through preparation and practice. Tips included being gentle with yourself, challenging yourself, and gaining experience in public speaking.
The document discusses the ethics of using cadaveric organs for transplantation, noting that while organ transplantation saves lives, it raises ethical issues regarding informed consent from donors and their families. It likely focuses on balancing the ethical principles of beneficence in saving transplant recipients' lives against respecting the autonomy of deceased donors and their relatives in the organ donation process. The document examines these complex ethical issues around using organs from deceased donors for lifesaving transplantation procedures.
The document summarizes a classroom lesson on differentiating between reality and fantasy. The teacher shows pictures and a video to help explain the concepts. Students then participate in group activities where they classify statements as realistic or fantastical. They discuss how to identify each and give their own examples of reality and fantasy. The lesson teaches students to think critically about whether scenarios could actually happen or are just products of imagination.
The document discusses various strategies for retirement planning, including saving in a Roth IRA or 401(k), as retirement is becoming increasingly important given longer lifespans. It notes that 401(k) plans allow tax-deferred savings and potential employer matching, while Roth IRAs avoid taxes on withdrawals, and mutual funds provide diversified investments overseen by managers. Proper retirement planning is important to consider given the large baby boom generation nearing retirement age.
Creative Pedagogy, Language Learning & TechnologyGraham Stanley
Presentation given at the 10th annual Anglos congress in Montevideo, Uruguay on 18th August 2013 (see http://www.anglo.edu.uy/)
See accompanying article in http://issuu.com/britishcouncilportugal/docs/ied_6
Presentation deck from my March 11th talk at The Product Management & Innovation Event 2014. This talk was a mix of presentation and storytelling, including some wonderful improv storytelling by a group of 80 participants. Hoping you go forth and use storytelling to drive development.
Escape hitit digital konferencija: Kad je mali dovoljan i koliko je najbolje ...Miroslav Varga
Često se u AdWords oglašavanju nalazi poruka Limited by budget. Postoji jednostavan i efikasan način kako ipak s premalim proračunom optimalno rasporediti svoje ulaganje.
Također se često remarketing oglašavanjem ljudima dosađuje bez ikakvog smisla i potrebe. Postoji iznimno jednostavan način kako odrediti koliko je najbolje da traje remarketing lista.
Google AdWords – savjeti iz prakse za putničke agencije. The document discusses Google AdWords tips and techniques for travel agencies, covering new user habits and tools, how to use them to promote tourism offerings, and details on search engine optimization, keyword strategies, campaign types, metrics like click-through and conversion rates, and the importance of testing. It provides an overview of current online marketing trends and recommendations for travel agencies to optimize their AdWords campaigns.
Google AdWords – savjeti iz prakse za putničke agencije. The document discusses tips and best practices for travel agencies using Google AdWords, including new habits, tools, and techniques to optimize campaigns and offers. It covers topics like SEO, keyword research, ad grouping, testing, conversions, and metrics like click-through rate and cost per click. Case studies and examples are provided to illustrate strategies for improving performance.
The document discusses digital storytelling, which involves enriching traditional narratives with various types of digital media like photos, audio, video and graphics. It provides details on the hardware and software needed, examples of tools used to create digital stories like Animoto and VoiceThread, different formats that can be used like video and audio, and various types of stories that can be told like personal stories, informational stories and stories based on interviews. It also outlines a 6 step process for creating digital stories, including choosing a topic, collecting artifacts, storyboarding, revising, constructing the story using software, and screening the finished product.
This document provides instructions for a mask project focusing on economy, emphasis, and texture. Students are asked to create a paper mache mask that can be used for storytelling with a costume, as a functional object for a ritual, or fashion to communicate identity. The mask design should simplify and emphasize an aspect of the student's personality or style. Students will cover their masks with found materials to provide texture and color. Research, brainstorming, design, and documentation steps are outlined. The goal is for students to draw inspiration from their environment and use found objects to identify themselves through their masks.
How To Write A Bibliography For A Research Paper - IReHeidi Perry
The document discusses dual coding theory and how it relates to how people remember information. Dual coding theory suggests that people encode both verbal and visual information, and having both types of encodings enhances memory recall. Schema, or prior knowledge, can also impact how new information is remembered. The passage then introduces that the purpose is to test the reliability of results from a previous experiment about how schema consistency affects memory.
Reaching net-generation learners with social technologiesguestba21f9
1. The document discusses reaching "net-generation" learners and students using social technologies.
2. It notes that today's students are different than what the current education system was designed for, and that adapting to these students means adapting to a changing world.
3. The document suggests using multimedia, stories, videos, audio and triggering multiple senses to engage students, as well as making learners more autonomous and using tools like blogs and Skype.
Reaching Net Generation Learners with social technologies - CDIO 2008Maarten Cannaerts
1. The document discusses reaching "net-generation" learners through the use of social technologies.
2. It notes that today's students are different than those the education system was designed for, and argues we must adapt to a changing world by making learning more autonomous, interactive, and skills-focused.
3. The document suggests using tools like social networking, multimedia, and open learning approaches to better engage students and show the relevance of their education.
The document discusses the steps to request writing assistance from HelpWriting.net:
1. Create an account with a password and email.
2. Complete a 10-minute order form providing instructions, sources, deadline, and attaching a sample work if wanting the writer to imitate writing style.
3. Review bids from writers and choose one based on qualifications, history, and feedback, then pay a deposit to start the assignment.
4. Review the completed paper and authorize final payment if satisfied, or request free revisions. HelpWriting.net guarantees original, high-quality work and refunds for plagiarism.
PPT - Expert Help For Different Types Of Essay Writing PowerPointJennifer Campbell
This document provides instructions for seeking expert help with essay writing from the site HelpWriting.net. It outlines a 5-step process: 1) Create an account; 2) Complete an order form with instructions and deadline; 3) Review bids from writers and choose one; 4) Review the completed paper and authorize payment; 5) Request revisions until satisfied. It emphasizes that the site stands by providing original, high-quality content or offering a full refund.
Dr. Marinak Presentation Penn State YorkAileen Hower
The document discusses strategies for teaching informational text in the age of Common Core State Standards. It emphasizes increasing the amount of informational text students are exposed to, using a variety of text types. Graphic organizers and questioning are presented as tools to help students analyze informational text structures like comparison, cause and effect, and chronology. Teachers are encouraged to model their thinking about texts and connect multiple sources on a topic.
The document discusses how technology is becoming more powerful and ubiquitous, with the computing power of the internet predicted to surpass all human brains combined by 2020-2040. It encourages embracing new technologies and keeping approaches simple, as well as taking incremental steps towards goals rather than focusing on hard parts first. The overall tone is optimistic about the potential for technology to enable positive change.
The document provides instructions for creating an account and requesting paper writing assistance from HelpWriting.net. It is a 5-step process: 1) Create an account with an email and password. 2) Complete a 10-minute order form providing instructions, sources, and deadline. 3) Review bids from writers and choose one based on qualifications. 4) Receive the paper and approve for payment or request revisions. 5) Request revisions until satisfied with the paper.
Emmylou B. Felimer presented on the art of communication and getting the message across. The objectives of the presentation were to learn tips for spontaneous self-expression, strategies for enhancing vocabulary, mastering grammar rules, and applying strategies for powerful public speaking. The presentation covered techniques for self-expression, enhancing vocabulary through learning roots and using context clues, ensuring grammatical accuracy, and delivering powerful public speeches through preparation and practice. Tips included being gentle with yourself, challenging yourself, and gaining experience in public speaking.
The document discusses the ethics of using cadaveric organs for transplantation, noting that while organ transplantation saves lives, it raises ethical issues regarding informed consent from donors and their families. It likely focuses on balancing the ethical principles of beneficence in saving transplant recipients' lives against respecting the autonomy of deceased donors and their relatives in the organ donation process. The document examines these complex ethical issues around using organs from deceased donors for lifesaving transplantation procedures.
The document summarizes a classroom lesson on differentiating between reality and fantasy. The teacher shows pictures and a video to help explain the concepts. Students then participate in group activities where they classify statements as realistic or fantastical. They discuss how to identify each and give their own examples of reality and fantasy. The lesson teaches students to think critically about whether scenarios could actually happen or are just products of imagination.
The document discusses various strategies for retirement planning, including saving in a Roth IRA or 401(k), as retirement is becoming increasingly important given longer lifespans. It notes that 401(k) plans allow tax-deferred savings and potential employer matching, while Roth IRAs avoid taxes on withdrawals, and mutual funds provide diversified investments overseen by managers. Proper retirement planning is important to consider given the large baby boom generation nearing retirement age.
Creative Pedagogy, Language Learning & TechnologyGraham Stanley
Presentation given at the 10th annual Anglos congress in Montevideo, Uruguay on 18th August 2013 (see http://www.anglo.edu.uy/)
See accompanying article in http://issuu.com/britishcouncilportugal/docs/ied_6
Presentation deck from my March 11th talk at The Product Management & Innovation Event 2014. This talk was a mix of presentation and storytelling, including some wonderful improv storytelling by a group of 80 participants. Hoping you go forth and use storytelling to drive development.
Similar to Superweek 2020 Varga presentation: Don't bring data. Tell stories! (17)
Escape hitit digital konferencija: Kad je mali dovoljan i koliko je najbolje ...Miroslav Varga
Često se u AdWords oglašavanju nalazi poruka Limited by budget. Postoji jednostavan i efikasan način kako ipak s premalim proračunom optimalno rasporediti svoje ulaganje.
Također se često remarketing oglašavanjem ljudima dosađuje bez ikakvog smisla i potrebe. Postoji iznimno jednostavan način kako odrediti koliko je najbolje da traje remarketing lista.
Google AdWords – savjeti iz prakse za putničke agencije. The document discusses Google AdWords tips and techniques for travel agencies, covering new user habits and tools, how to use them to promote tourism offerings, and details on search engine optimization, keyword strategies, campaign types, metrics like click-through and conversion rates, and the importance of testing. It provides an overview of current online marketing trends and recommendations for travel agencies to optimize their AdWords campaigns.
Google AdWords – savjeti iz prakse za putničke agencije. The document discusses tips and best practices for travel agencies using Google AdWords, including new habits, tools, and techniques to optimize campaigns and offers. It covers topics like SEO, keyword research, ad grouping, testing, conversions, and metrics like click-through rate and cost per click. Case studies and examples are provided to illustrate strategies for improving performance.
Biograd boat show 2014 - Prezentacija za charter tvrtke - 600,00kn bookingMiroslav Varga
Kako do chartera sa samo 600,00 kn?
Prezentacija u Biogradu na moru temeljena je na našem prvom primjeru iz prakse u području iznajmljivanja brodova i jedrilica.
The document discusses Google's enhanced campaign product which allows advertisers to manage campaigns across devices, locations, and times using a single campaign. Key highlights include:
1. Enhanced campaigns simplify campaign management by allowing advertisers to reach customers across all devices with one campaign instead of many separate campaigns.
2. Advertisers can adjust bids and bids by location, time, and devices all within a single campaign.
3. Advanced reports provide insights into new conversion types like calls, downloads, and cross-device conversions.
4. Guidance is provided on how to prepare for and migrate campaigns to the enhanced campaign product for simpler and more effective multi-device campaign management.
Prezentacija za ZŠEM na engleskom 24.09.2012Miroslav Varga
The document discusses trends in internet communication and marketing. It covers the history of the internet from the first connection in 1969 to the growth of websites and domains. It then outlines key trends in internet marketing including the rise of search engine optimization, pay-per-click advertising, display advertising, mobile internet and applications, social media, and video/YouTube. The document emphasizes that internet marketing investments by companies like Google and Facebook have grown enormously and that online advertising spending is projected to overtake television advertising by 2016.
4th Modern Marketing Reckoner by MMA Global India & Group M: 60+ experts on W...Social Samosa
The Modern Marketing Reckoner (MMR) is a comprehensive resource packed with POVs from 60+ industry leaders on how AI is transforming the 4 key pillars of marketing – product, place, price and promotions.
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.
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
The Ipsos - AI - Monitor 2024 Report.pdfSocial Samosa
According to Ipsos AI Monitor's 2024 report, 65% Indians said that products and services using AI have profoundly changed their daily life in the past 3-5 years.
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
3. Who am I? A GRANDFATHER 4.0
Miroslav Varga mech. eng. MEUS
miroslav@escapestudio.hr
4. ‘... Showing a story with data is more
valuable than the data alone ...’
Stolen from: https://www.ppchero.com/the-1-job-skill-for-digital-marketers-in-2020/
6. Human history in short
〜100.000 years ago we started developing our language to transfer knowledge
usually gathered around fire (and we still do so)
7. Human history in short
〜30.000 years ago we started to transfer knowledge
using (cave) paintings
8. Human history in short
〜4.000 years ago we started to transfer knowledge using text and writings
<script>
(function() {
// Change 'script' to whatever element you want to create, e.g.
'img' or 'input'.
var el = document.createElement('script');
// Add any standard attributes you need, e.g. 'src', 'width',
'type', 'name'.
// The syntax is el.setAttribute(attribute_name, attribute_value).
el.setAttribute('src', '/myScript.js');
// Add any non-standard attributes with the same method.
el.setAttribute('data-Simo-Ahava-script', 'My Script');
// Finally, inject the element to the end of <body>
document.body.appendChild(el);
})();
</script>
9. Human history in short
〜30 years ago, Powerpoint as a knowledge
transfer platform was born.
Today, there are still 3 Analytics experts alive
that witnessed that moment in History
10. Human history recap in short
〜100.000 years ago we started developing our language to transfer knowledge
〜30.000 years ago we started to transfer knowledge using cave paintings
〜4.000 years ago we started to transfer knowledge using text and writings
〜30 years ago, Powerpoint was born.
Which one do you think our brain is mostly adapted to?
This I learned from David JP Phillips
11. 1. Stories are part of our history
Now let’s check the structure of a good story.
What have we learned so far?
12. What can we learn from the best storytellers?
Let’s analyze a blockbuster structure:
Once upon a time _____
Every day ____________
One day _____________
Because of that _______
Because of that _______
Until finally ___________
This I copied from Michael Dolan
14. Let’s fill the blanks using NEMO
1. Once upon a time there was a widowed fish, named Marlin, who was extremely
protective of his only son, Nemo.
15. Let’s fill the blanks using NEMO
1. Once upon a time there was a widowed fish, named Marlin, who was extremely
protective of his only son, Nemo.
2. Every day Marlin warned Nemo of the ocean’s dangers and implored him not to
swim far away.
16. Let’s fill the blanks using NEMO
1. Once upon a time there was a widowed fish, named Marlin, who was extremely
protective of his only son, Nemo.
2. Every day Marlin warned Nemo of the ocean’s dangers and implored him not to
swim far away.
3. One day in an act of defiance, Nemo ignores his father’s warnings and swims into the
open water.
17. Let’s fill the blanks using NEMO
1. Once upon a time there was a widowed fish, named Marlin, who was extremely
protective of his only son, Nemo.
2. Every day Marlin warned Nemo of the ocean’s dangers and implored him not to
swim far away.
3. One day in an act of defiance, Nemo ignores his father’s warnings and swims into the
open water.
4. Because of that he is captured by a diver and ends up in the fish tank of a dentist in
Sydney.
18. Let’s fill the blanks using NEMO
1. Once upon a time there was a widowed fish, named Marlin, who was extremely
protective of his only son, Nemo.
2. Every day Marlin warned Nemo of the ocean’s dangers and implored him not to
swim far away.
3. One day in an act of defiance, Nemo ignores his father’s warnings and swims into the
open water.
4. Because of that he is captured by a diver and ends up in the fish tank of a dentist in
Sydney.
5. Because of that Marlin sets off on a journey to recover Nemo, enlisting the help of
other sea creatures along the way.
19. Let’s fill the blanks using NEMO
1. Once upon a time there was a widowed fish, named Marlin, who was extremely
protective of his only son, Nemo.
2. Every day Marlin warned Nemo of the ocean’s dangers and implored him not to
swim far away.
3. One day in an act of defiance, Nemo ignores his father’s warnings and swims into the
open water.
4. Because of that he is captured by a diver and ends up in the fish tank of a dentist in
Sydney.
5. Because of that Marlin sets off on a journey to recover Nemo, enlisting the help of
other sea creatures along the way.
6. Until finally Marlin and Nemo find each other, reunite and learn that love depends
on trust.
20. 1. Stories are part of our history
2. Stories have a structure.
Now let’s check is there any added value (money) in
creating stories?
What have we learned so far?
21. How stories add value? Can we measure it?
● Significant Objects by Rob Walker and Joshua Glenn,
● A literary and anthropological experiment,
● Demonstrated that narrative on any given object’s
subjective value can be measured objectively.
22. ● The project auctioned
off 200 thrift-store
objects via eBay.
● For item descriptions
they hired, short story
purpose-writers (over
200)
Significant Objects
24. 1. Stories are part of our history
2. Stories have a structure.
3. Stories can add measurable value.
Let’s make money from data!
What have we learned so far?
25. Inspired by: Dave Birss
How to make money from this data?
‘... every Friday millennials have a twentyseven
percent higher chance of wearing odd socks ...’
26. The context:
‘ ... the reason behind it is that Thursday is the
new Friday, it’s the new going out and drinking
night, and what happens is they’re hungover on a
Friday morning, and the alarm goes off and they
just pick up whatever is on the floor, and put on
their feet and they go ...’
27. Stories need data & context to make money
1. Produce a sensor system that rings an alarm on the doorsteps if the socks are
odd. The Friday morning odd socks eliminator or Friday MOSE*.
*MOSE in Italian = Moses but also MOdulo Sperimentale Elettromeccanico, Experimental
Electromechanical Module). It’s a project intended to protect the city of Venice, Italy, and the Venetian
Lagoon from flooding.
28. 1. Produce a sensor system that rings an alarm if the socks are odd at the
doorstep. The Friday morning odd socks eliminator or Friday MOSE.
2. Develop a special transfer plan: ‘Thursday evening taxi ride incentive
special’ - TETRIS - all rides before midnight will be 27% off for people who ride
with us also on next Friday morning. (We can even develop a plan that includes
the employers in some way - Hangover solution for employees - HSFE*).
*HSFE has a lot of meanings. It stands for Health, Safety, Fire and Environment protection but also for
High speed front end. The definition I like best stands for Hispanic Sports foundation for Education.
Stories need data & context to make money
29. 1. Produce a sensor system that rings an alarm if the socks are odd at the
doorstep. The Friday morning odd socks eliminator or Friday MOSE.
2. Develop a special transfer plan: ‘Thursday evening taxi ride incentive
special’ - TETRIS - all rides before midnight will be 27% off for people who ride
with us also on next Friday morning. (We can even develop a plan that includes
the employers in some way - Hangover solution for employees - HSFE).
3. Offer a new extra strong coffee called ‘Friday morning sucks - FMS* only
serving on Fridays with 27% higher caffeine, or quantity, or both.
● FMS stand for Free movement systems or Functional Movement Screen depending on Google’s results
Stories need data & context to make money
30. 1. Produce a sensor system that rings an alarm if the socks are odd at the
doorstep. The Friday morning odd socks eliminator or Friday MOSE.
2. Develop a special transfer plan: ‘Thursday evening taxi ride incentive
special’ - TETRIS - all rides before midnight will be 27% off for people who ride
with us also on next Friday morning. (We can even develop a plan that includes
the employers in some way - Hangover solution for employees - HSFE).
3. Offer a new extra strong coffee called ‘Friday morning sucks - FMS only
serving on Fridays with 27% higher caffeine, or quantity, or both.
4. Produce a strong anti-hangover drink called Thursday’s memory eraser TME*
(TME, or thiometaescaline, is a series of lesser-known psychedelic drugs)
Stories need data & context to make money
31. 1. Stories are part of our history.
2. Stories have a structure.
3. Stories can add measurable value.
4. Stories need data and context to make money
Now let’s add humans to the equation
What have we learned so far?
32. Humans can think associatively ...
Which phrase best describes two American gentlemen, one
Australian lady, one podcast and Analytics?
33. Humans can think associatively ...
Which phrase best describe two American
gentlemen, one Australian lady, one
podcast and Analytics?
34. Humans can think associatively ...
Which phrase best describe two American
gentlemen, one Australian lady, one
podcast and Analytics?
35. Humans can think associatively ...
Who is the person hiding behind this description?
- Brilliant mind,
- Whiskey lover,
- New Yorker from Austin (Tx)
- Has hard-to-understand presentations at Superweek
36. Humans can think associatively ...
Who is the person hiding behind this description?
Brilliant mind, Whiskey, New Yorker from Austin (TX) and
hard-to-understand presentations at Superweek
37. Humans can think associatively ...
Who is the person hiding behind this description?
Brilliant mind, Whiskey, New Yorker from Austin (TX) and
hard-to-understand presentations at Superweek
38. Humans can think associatively ...
What have William Shakespeare and a cuttlefish in common?
This was at a lecture from Dr Ranko Rajović
39. Humans can think associatively ...
What William Shakespeare and a cuttlefish have in common?
Why geese helped the European’s preserve all their knowledge?
This was at a lecture from Dr Ranko Rajović
40. 1. Stories are part of our history
2. Stories have a structure.
3. Stories can add measurable value.
4. Stories need data and context to make money
5. Stories should use people's ability of associative thinking
Now let us humans compete with the machine
What have we learned so far?
41. Let’s compete with the machine
Can you remember these 14 words in 90 seconds?
The Sun
Van Gogh
Painter
Three hundred
One
The Red Vineyard
Brother Theo
Handful
Food
Medical treatment
Getting Married
Right Ear
Poor
One Billion
This example was inspired by a lecture from Dr Ranko Rajović
42. The human body sends 11,2 million bits per second to
the brain for processing, yet the conscious mind seems
to be able to process only 50 bits per second.
What Each Human Senses Processes?
eyes - 10,000,000 bits per second
skin - 1,000,000 bits per second
ears - 100,000 bits per second
smell - 100,000 bits per second
taste - 1,000 bits per second
43. Maybe there is a solution ...
Now, I’ll show you 4 slides.
You will remember the 14 original (and +90 more) words
in the next ≈ 75s!
The beauty is - without almost any effort!
44. The power of a story:
This is the famous painting The Sun by Vincent Van Gogh
45. He was a painter who painted
three hundred paintings during
his lifetime. Unfortunately, he
sold only one while alive. It was
the painting The Red Vineyard.
The buyer was his younger
brother Theo who helped
Vincent financially and
emotionally as much as he could.
A handful of paintings Vincent
was forced to exchange for food
or medical treatment.
46. When his brother Theo announced he’s getting married, Vincent cut off his
right ear in an act of despair.
47. The paradox is that although Vincent died poor and misunderstood, today
only one of his paintings (The Starry Night) is about 1 billion U$ worth.
49. Now again: Test the importance of stories and
images
The Sun
50. Now again: Test the importance of stories and
images
The Sun
Van Gogh
51. Now again: Test the importance of stories and
images
The Sun
Van Gogh
Painter
52. Now again: Test the importance of stories and
images
The Sun
Van Gogh
Painter
Three hundred
53. Now again: Test the importance of stories and
images
The Sun
Van Gogh
Painter
Three hundred
One
54. Now again: Test the importance of stories and
images
The Sun
Van Gogh
Painter
Three hundred
One
The Red Vineyard
55. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
56. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
57. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
Food
58. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
Food
Medical treatment
59. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
Food
Medical treatment
Getting Married
60. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
Food
Medical treatment
Getting Married
Right Ear
61. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
Food
Medical treatment
Getting Married
Right Ear
Poor
62. Now again: Test the importance of stories and
imagesThe Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
Food
Medical treatment
Getting Married
Right Ear
Poor
One Billion
63. The original 14 keywords are easy to remember
when part of a story
The Sun
Van Gogh
Painter
Three hundred
One
The Red Vineyard
Brother Theo
Handful
Food
Medical treatment
Getting Married
Right Ear
Poor
One Billion
65. We are visual, associative and storytelling creatures:
The Sun
Van Gogh
Painter
Three hundred
One
Red Vineyard
Brother Theo
Handful
Food
Medical treatment
Getting Married
Right Ear
Poor
One Billion
66. That is our greatness.
It can be hidden.
But that doesn’t mean it doesn’t exist.
67. They thought, Van Gogh was crazy. But he knew
there can’t be any stars visible behind the moon!
69. 1. Stories are part of our history
2. Stories have a structure.
3. Stories can add measurable value.
4. Stories need data and context to make money
5. Stories should use people's ability of associative thinking
6. Stories can help us to catch up with the machine
Be careful with stories based on spreadsheets. About 24% of
all spreadsheets with mathematical calculations are wrong!
And above that, often people mix correlation with causation.
What have we learned so far?
70. Quote by Chad Sunderson before involving Analytics
‘... it's so important to develop a foundation of statistics that
allows you to understand what the data is actually telling
you.
And being able to read it, interpret it and translate it back to
people who matter...’
71. Reichenbach’s (1956) Common cause principle:
If two random variables x and y are statistically dependent then either:
(a) x causes y,
(b) y causes x, or
(c) there exists a third variable z that causes both x and y.
Further, x and y become independent given z
(Pearl, J.): A variable x has a causal influence on y if changing x leads to changes in y. This
position is very useful in practice.
Not everybody agrees with this (e.g., Cartwright).
72. Reichenbach in real life.
Relation between smoking and lung cancer?
To check the common cause principle we could:
(a) Force the general population to start smoking (x) and measure the
impact on the number of lung-cancers (y).
(b) Force all people with lung-cancer (y) to start smoking and measure the
impact on smoking of the general population (x).
(c) Assume that smoking (x) and lung-cancer (y) are caused by a third
variable - e.g. smog or stressful live (z).
Stress (z) causes people to start smoking (x) and stress increases the
number of all types of cancers and therefore also lung-cancers (y).
(x) and (y) are independent given (z)
73. Croatia would be
here if Tesla had
accepted the
Nobel Prize
Often people
assume causality
between correlated
datasets.
Eg. Impact of Chocolate
consumption on number of
Nobel Prizes per capita
per Country
Published by Messerli
I recommend to visit Tyler’s Vigen web.
74. Sometimes Mathematics
is counter-intuitive
A real-world example:
Looking at people who are single and
who are in a relationship as separate
groups, being attractive (x) and being
intelligent (y) are two independent traits:
Published by Dablander
75. Z is called The collider
Let’s make the reasonable assumption that both,
being attractive and being intelligent, are positively
related with being in a relationship.
What does this imply?
76. Z is called The collider
Let’s make the reasonable assumption that both,
being attractive and being intelligent, are positively
related with being in a relationship.
What does this imply?
First, it implies that, on average, single people are
less attractive and less intelligent (red data points).
77. Z is called The collider
Let’s make the reasonable assumption that both,
being attractive and being intelligent, are positively
related with being in a relationship.
What does this imply?
First, it implies that, on average, single people are
less attractive (x) and less intelligent (red data
points).
Second, and perhaps counter-intuitively, it implies
that in the population of single people (red), being
attractive and being intelligent are negatively
correlated.
(If the handsome person you met at the bar were
also intelligent, then she would most likely be in a
relationship!)
78. Keep in mind segmentation - the Simpson Paradox
More men and women recover when taking the drug (93% and 73%) compared to when not taking the drug
(87% and 69%).
When taken together, fewer patients who took the drug recovered (78%) compared to patients who did not
take the drug (83%). Should a doctor prescribe the drug or not?
Suppose you observe N=700 patients who either choose to take a drug or not
Adapted from Pearl, Glymour & Jewell
79. Does taking the drug have a positive effect on recovery?
If we would force everyone to take drugs, the benefit is:
p(R=1 ∣ do(D=1))=∑ p(R=1 ∣ D=1, S=s) p (S=s) =
= p(R=1 ∣ D=1, S=0)p(S=0)+p(R=1 ∣ D=1, S=1)p(S=1)=
= 81/87×(87+270)/700+192/263×(263+80)/700=
≈0.832
Answering this question requires knowledge about the interventional distributions (ask Matt):
p(R∣do(D=0)) and p(R∣do(D=1))
s
If we restrict everyone to take drugs, the benefit is:
p(R=1 ∣ do(D=0))=∑ p(R=1 ∣ D=0, S=s) p (S=s) =
= p(R=1 ∣ D=0, S=0)p(S=0)+p(R=1 ∣ D=0,
S=1)p(S=1)=
= 234/270×(87+270)/700+55/80×(263+80)/700=
80. Take a look at this Analytics data
This is a simple one-week data segment:
New Visitors generate 0,6 of all Sessions; Returning Visitors generate 0,4 of all sessions. For every 17
sessions, 10 are generated from New Visitors and 7 are generated from Returning Visitors.
New Visitors Revenue participation is 0,25 and Returning Visitors Revenue participation is 0,75.
This is the only part created by me
One Returning Visitor generate ≈ 4.24x more revenue than One New Visitor.
81. Drawing this data is easy
0,4
0,6
0,25
0,75
SESSIONS REVENUE
0 1
1 1
x = 0,29
Intersection is at:
(0.75-0.4)x +0.4=
=0.35x + 0.4 =
(0,25-0.6)x +0.6=
=-0,35x + 0,6 =>
0,7x = 0,2 =>
x = 2/7 = 0,286
NEW RETURNING
82. Doing some ‘what if’ mental exercise
0,4
0,6
0,25
0,75
SESSIONS REVENUE
0 1
1 1
0,28 0,50
≈ 0,15 more NV could
move the intersection to 0.5
NEW RETURNING
83. Let’s create our story based on Analytics data:
This is a simple one-week data segment.
One possible story:
If we increase the number of sessions generated by New Visitors for 10000, that could increase
the number of sessions generated by Returning visitors for 7000 and maybe increase the overall
revenue for ≈ 50% (21821/2 + 64468/2 ≈ 43000)
84. 1. Stories are part of our history
2. Stories have a structure.
3. Stories can add measurable value.
4. Stories need data and context to make money
5. Stories should use people's ability of associative thinking
6. Stories can help us to catch up with the machine
7. Stories are helpful, even in statistics
What have we learned so far?
85. Wrapping everything up:
Try at your next meeting with your decision maker
explain data in a story like this:
86. Once upon a time Google Analytics was installed.
87. Once upon a time Google Analytics was installed.
Every day data has been checked.
88. Once upon a time Google Analytics was installed.
Every day data has been checked.
One day comparing New vs Returning visitor sessions an interesting fact
stand out. For every 17 sessions on our site, 10 are from New and 7 from
Returning visitors.
89. Once upon a time Google Analytics was installed.
Every day data has been checked.
One day comparing New vs Returning visitor sessions an interesting fact
stand out. For every 17 sessions on our site, 10 are from New and 7 from
Returning visitors.
Because of that let’s try to increase the sessions of New visitors by 10.000.
90. Once upon a time Google Analytics was installed.
Every day data has been checked.
One day comparing New vs Returning visitor sessions an interesting fact
stand out. For every 17 sessions on our site, 10 are from New and 7 from
Returning visitors.
Because of that let’s try to increase the sessions of New visitors by 10.000.
Because of that we could expect also to increase the number of sessions
from Returning visitors by 7000. Returning visitors spend 4.24 times more
than New Visitors.
91. Once upon a time Google Analytics was installed.
Every day data has been checked.
One day comparing New vs Returning visitor sessions an interesting fact
stand out. For every 17 sessions on our site, 10 are from New and 7 from
Returning visitors.
Because of that let’s try to increase the sessions of New visitors by 10.000.
Because of that we could expect also to increase the number of sessions
from Returning visitors by 7000. Returning visitors spend 4.24 times more
than New Visitors.
Until finally we achieve a 50% increase in Revenue.