Racquel talks through the direct correlation between user satisfaction and company growth. In her talk she details how to look at customer outcomes on top of evaluation, metrics, KPIs, Data and insights, research and monitoring to gain product success.
The Business Value of Reinforcement Learning and Causal InferenceHanan Shteingart
Israeli Reinforcement Learning Day 2021
A talk by Hanan Shteingart, VIANAI about what is the business value of causal inference and reinforcement learning.
Most data scientists are focused on predictive (aka supervised) projects, yet the real growth is usually in the estimation of action effects and optimizations of action policies. To this end, I will present causal inference and related packages.
There are three layers of analytics: descriptive (BI), predictive (supervised modeling), and prescriptive - the latter, the less-known one, focus on answering the most important business questions. For example, "what was the effect of giving a discount" ( or "what should I do to create the desired effect" - In this talk, we will first discuss what frameworks are used to answer these questions, namely causal inference, and reinforcement learning. Then we will deep dive into CI and discuss in causality crash 101 courses why is it important. Last but not least we will present existing causal-inference open-source packages and their limitations.
Most data scientists are focused on predictive (aka supervised) models, yet real growth depends on the estimation of effect of an action and optimizations of action policies. To this end, I will present causal inference and related packages.
There are three layers of analytics: descriptive (BI), predictive (supervised modeling), and prescriptive. The latter, less-known one, focus on answering the most important business questions. For example, "what was the effect of giving a discount?" or "who to call first?" - In this talk, we will first discuss what frameworks are used to answer these questions, namely causal inference, and reinforcement learning. Then we will deep dive into CI and why is it important. Last but not least we will present some code.
Racquel talks through the direct correlation between user satisfaction and company growth. In her talk she details how to look at customer outcomes on top of evaluation, metrics, KPIs, Data and insights, research and monitoring to gain product success.
The Business Value of Reinforcement Learning and Causal InferenceHanan Shteingart
Israeli Reinforcement Learning Day 2021
A talk by Hanan Shteingart, VIANAI about what is the business value of causal inference and reinforcement learning.
Most data scientists are focused on predictive (aka supervised) projects, yet the real growth is usually in the estimation of action effects and optimizations of action policies. To this end, I will present causal inference and related packages.
There are three layers of analytics: descriptive (BI), predictive (supervised modeling), and prescriptive - the latter, the less-known one, focus on answering the most important business questions. For example, "what was the effect of giving a discount" ( or "what should I do to create the desired effect" - In this talk, we will first discuss what frameworks are used to answer these questions, namely causal inference, and reinforcement learning. Then we will deep dive into CI and discuss in causality crash 101 courses why is it important. Last but not least we will present existing causal-inference open-source packages and their limitations.
Most data scientists are focused on predictive (aka supervised) models, yet real growth depends on the estimation of effect of an action and optimizations of action policies. To this end, I will present causal inference and related packages.
There are three layers of analytics: descriptive (BI), predictive (supervised modeling), and prescriptive. The latter, less-known one, focus on answering the most important business questions. For example, "what was the effect of giving a discount?" or "who to call first?" - In this talk, we will first discuss what frameworks are used to answer these questions, namely causal inference, and reinforcement learning. Then we will deep dive into CI and why is it important. Last but not least we will present some code.
Causal Attribution - Proposing a better industry standard for measuring digit...Peter Weingard
Research conducted at Collective with Jeremy Stanley, CTO, Justin Evans, Strategy Officer, and Peter Weingard, CMO, discusses the pitfalls of current digital display measurement methods, and proposes alternative measures.
Reasons to use hypotheses for your design research, where hypotheses fit within Design Thinking/Lean UX, a framework to formulate stronger hypotheses and some hypotheses examples.
Adaptive Design Kata: An Improvement and a Leadership Kata (FINAL)KaiNexus
Presented June 15, 2021 by Dr. John Kenagy as part of the KaiNexus Continuous Improvement Webinar series.
The Objective: Scientifically develop leaders at all levels to deliver exactly what patients and/or customers need at continually lower cost – low risk, high reward, fast.
Kata Learning Objectives – Know why and how:
1. Conventional, data-driven leadership and management systems, projects, consultants, and technologies fail in complex, dynamic, unpredictable work.
2. Adaptive Design (AD) Kata improves standardized work in real-time.
3. AD Kata Leaders use the Scientific Method to improve at all levels: frontline to C-Suite
4. The people on AD Kata Teams discover, adapt, and improve as part of their daily work
5. AD Kata Leaders continuously replicate and scale results, success, trust, and optimism appropriate to their level and without waste of any resource
(c) 2021, John W. Kenagy, MD. Adaptive Design and Ideal Patient Care are registered trademarks of John Kenagy
Dr. John Kenagy
Dr. Kenagy knows healthcare as a vascular surgeon, executive, academic researcher, author, and innovator. But his most meaningful experience was as a patient following a critical injury. He discovered his survival depended on the efforts of dedicated, highly trained individuals working in an unpredictable, conflicted system (the current healthcare Kata). As a Visiting Scholar at Harvard Business School, his research translated Leading Indicator Systems from resilient companies like Toyota, Apple, Intel and Amazon to healthcare. His discovery: our solutions are designed-to-adapt Kata’s from leadership to the point of care.
You’ve found the perfect technology solution that meets all of your L&D analytics needs, but there’s one looming challenge—gaining executive approval.
We’ve all been there.
However, it’s easier than you might think. Hear firsthand from someone who’s been there and made it happen. In this webinar, Andy Webb, director of training at Applied Industrial Technologies, shares his experience and helps you:
• Understand leadership’s needs and motivations.
• Recognize financial metrics and KPIs to frame your learning program in a language leadership understands.
• Better engage leadership throughout your LRS or L&D initiative.
XYZ Thinking: a Practical View of Scientific Thinking in Healthcare & BeyondMichael Lombard
In a hospital in West Virginia, a nursing leader was trying to come up with a simple way to explain scientific thinking to his clinical staff. All of a sudden he said, "It's easy as XYZ." What he came up with was a simplified interpretation of scientific thinking that he calls XYZ Thinking. This can be a useful teaching concept for hospitals and other organizations practicing the Toyota Kata approach or other approaches to developing scientific thinking.
Max Shron, Thinking with Data at the NYC Data Science Meetupmortardata
Max Shron of Polynumeral shares techniques adapted from the worlds of design, consulting, the humanities and the social sciences which improve focus, communication, and results for data science campaigns.
Your data is only as good as the survey behind it – here, Qualtrics’ Dave Vanette talks best practice for designing surveys and how to manage them to get the best possible data back.
How To Build a Winning Experimentation Program & Team | Optimizely ANZ Webinar 8Optimizely
Watch Dan Ross, Managing Director for Optimizely ANZ in our latest webinar from the Experimentation Insights Tour -- "How To Build a Winning Experimentation Program & Team."
View the presentation here: https://optimizely.wistia.com/medias/1o6xy4j0xm
Take Optimizely's Maturity Assessment here: https://www.optimizely.com/maturity-model/
DESCRIPTION: The world’s leading companies utilise experimentation to build a culture that fosters innovation and agility. The key to experimentation is to have both the right tools (software) in combination with the right people and processes
In this webinar, you will learn:
* Why experimentation is central to competing and innovating
* Areas to assess when building your experimentation capability
* How organisational culture helps scale an experimentation program
About Optimizely:
Optimizely is the world's leading experimentation platform, enabling businesses to deliver continuous experimentation and personalisation across websites, mobile apps and connected devices. Optimizely enables businesses to experiment deeply into their technology stack and broadly across the entire customer experience.
The platform’s ease of use and speed of deployment empower organisations to create and run bold experiments that help them make data-driven decisions and grow faster.
To date, marketers, developers and product managers have delivered over 700 billion experiences tailored to the needs of their customers. Optimizely’s global client base includes Atlassian, eBay, Fox, IBM, The New York Times, LendingClub, Hotwire, Microsoft and many more leading businesses.
To learn more about customer experience optimisation, visit optimizely.com
Lean startup – rapid execution in the age of the rooster; kyra davis @ Year o...Year of the X
What does it mean to rule the roost? What if leading doesn’t mean having the loudest voice but means listening very closely? This workshop will explore how today’s top companies are excelling at asking good questions, listening to their customers, and watching their behaviors even more closely.
Branchout 2017 - Day 1 Session - Effi Fuks-LeichtagBranch
Growth Unhacking - Oversimplified Lessons from Growing Things
By Effi Fuks-Leichtag, Group Product Manager at Yelp
Growth hacking has become such a popular practice adopted by many startups and bigger brands alike. However, misunderstanding and less-than-optimal practices are also prevalent. Join Effi, Group Manager from Yelp, as he dissects the key elements in growth to "Unhack" the process.
- Why is it crucial to learn about your customers quickly?
- How to organize the testing process?
- How to build a team in your organization for this purpose?
- How to implement it in your business?
We explain all that basing on the Pirate Metrics and the Lean Startup methodology.
Causal Attribution - Proposing a better industry standard for measuring digit...Peter Weingard
Research conducted at Collective with Jeremy Stanley, CTO, Justin Evans, Strategy Officer, and Peter Weingard, CMO, discusses the pitfalls of current digital display measurement methods, and proposes alternative measures.
Reasons to use hypotheses for your design research, where hypotheses fit within Design Thinking/Lean UX, a framework to formulate stronger hypotheses and some hypotheses examples.
Adaptive Design Kata: An Improvement and a Leadership Kata (FINAL)KaiNexus
Presented June 15, 2021 by Dr. John Kenagy as part of the KaiNexus Continuous Improvement Webinar series.
The Objective: Scientifically develop leaders at all levels to deliver exactly what patients and/or customers need at continually lower cost – low risk, high reward, fast.
Kata Learning Objectives – Know why and how:
1. Conventional, data-driven leadership and management systems, projects, consultants, and technologies fail in complex, dynamic, unpredictable work.
2. Adaptive Design (AD) Kata improves standardized work in real-time.
3. AD Kata Leaders use the Scientific Method to improve at all levels: frontline to C-Suite
4. The people on AD Kata Teams discover, adapt, and improve as part of their daily work
5. AD Kata Leaders continuously replicate and scale results, success, trust, and optimism appropriate to their level and without waste of any resource
(c) 2021, John W. Kenagy, MD. Adaptive Design and Ideal Patient Care are registered trademarks of John Kenagy
Dr. John Kenagy
Dr. Kenagy knows healthcare as a vascular surgeon, executive, academic researcher, author, and innovator. But his most meaningful experience was as a patient following a critical injury. He discovered his survival depended on the efforts of dedicated, highly trained individuals working in an unpredictable, conflicted system (the current healthcare Kata). As a Visiting Scholar at Harvard Business School, his research translated Leading Indicator Systems from resilient companies like Toyota, Apple, Intel and Amazon to healthcare. His discovery: our solutions are designed-to-adapt Kata’s from leadership to the point of care.
You’ve found the perfect technology solution that meets all of your L&D analytics needs, but there’s one looming challenge—gaining executive approval.
We’ve all been there.
However, it’s easier than you might think. Hear firsthand from someone who’s been there and made it happen. In this webinar, Andy Webb, director of training at Applied Industrial Technologies, shares his experience and helps you:
• Understand leadership’s needs and motivations.
• Recognize financial metrics and KPIs to frame your learning program in a language leadership understands.
• Better engage leadership throughout your LRS or L&D initiative.
XYZ Thinking: a Practical View of Scientific Thinking in Healthcare & BeyondMichael Lombard
In a hospital in West Virginia, a nursing leader was trying to come up with a simple way to explain scientific thinking to his clinical staff. All of a sudden he said, "It's easy as XYZ." What he came up with was a simplified interpretation of scientific thinking that he calls XYZ Thinking. This can be a useful teaching concept for hospitals and other organizations practicing the Toyota Kata approach or other approaches to developing scientific thinking.
Max Shron, Thinking with Data at the NYC Data Science Meetupmortardata
Max Shron of Polynumeral shares techniques adapted from the worlds of design, consulting, the humanities and the social sciences which improve focus, communication, and results for data science campaigns.
Your data is only as good as the survey behind it – here, Qualtrics’ Dave Vanette talks best practice for designing surveys and how to manage them to get the best possible data back.
How To Build a Winning Experimentation Program & Team | Optimizely ANZ Webinar 8Optimizely
Watch Dan Ross, Managing Director for Optimizely ANZ in our latest webinar from the Experimentation Insights Tour -- "How To Build a Winning Experimentation Program & Team."
View the presentation here: https://optimizely.wistia.com/medias/1o6xy4j0xm
Take Optimizely's Maturity Assessment here: https://www.optimizely.com/maturity-model/
DESCRIPTION: The world’s leading companies utilise experimentation to build a culture that fosters innovation and agility. The key to experimentation is to have both the right tools (software) in combination with the right people and processes
In this webinar, you will learn:
* Why experimentation is central to competing and innovating
* Areas to assess when building your experimentation capability
* How organisational culture helps scale an experimentation program
About Optimizely:
Optimizely is the world's leading experimentation platform, enabling businesses to deliver continuous experimentation and personalisation across websites, mobile apps and connected devices. Optimizely enables businesses to experiment deeply into their technology stack and broadly across the entire customer experience.
The platform’s ease of use and speed of deployment empower organisations to create and run bold experiments that help them make data-driven decisions and grow faster.
To date, marketers, developers and product managers have delivered over 700 billion experiences tailored to the needs of their customers. Optimizely’s global client base includes Atlassian, eBay, Fox, IBM, The New York Times, LendingClub, Hotwire, Microsoft and many more leading businesses.
To learn more about customer experience optimisation, visit optimizely.com
Lean startup – rapid execution in the age of the rooster; kyra davis @ Year o...Year of the X
What does it mean to rule the roost? What if leading doesn’t mean having the loudest voice but means listening very closely? This workshop will explore how today’s top companies are excelling at asking good questions, listening to their customers, and watching their behaviors even more closely.
Branchout 2017 - Day 1 Session - Effi Fuks-LeichtagBranch
Growth Unhacking - Oversimplified Lessons from Growing Things
By Effi Fuks-Leichtag, Group Product Manager at Yelp
Growth hacking has become such a popular practice adopted by many startups and bigger brands alike. However, misunderstanding and less-than-optimal practices are also prevalent. Join Effi, Group Manager from Yelp, as he dissects the key elements in growth to "Unhack" the process.
- Why is it crucial to learn about your customers quickly?
- How to organize the testing process?
- How to build a team in your organization for this purpose?
- How to implement it in your business?
We explain all that basing on the Pirate Metrics and the Lean Startup methodology.
Adam Wesolowski "How to start working on growth?"IT Event
Not every startup should work on growth, it all depends on the stage you’re at. Growth consists of processes, people and tools and during this talk Adam tells you what is it all about and how to start working on your growth.
Supercharge Your Social Media: Four Strategies You Shouldn't Ignore in 2014Identity
What are the social media trends that have captured our attention? Which social media tactics and strategies do most companies overlook? What changes can you make to your social media program that will help you sleep better at night? These are the questions we tackled during Identity's "Supercharge Your Social Media" workshop hosted in April 2014.
Similar to HPX Talk 44:以增長為導向,發揮用戶研究的真正價值 / Stella Hsiao (20)
AI 時代帶著我們的興奮、焦慮、迷茫…滾滾而來,AI 究竟發展到什麼程度?民眾、技術專家、企業眼中的 AI 有何不同?作為科技行業從業者的我們,需要了解什麼、做什麼,如何面對 AI 的浪潮,如何選擇我們自己的發展道路?
AI 究竟會為產品設計帶來怎樣的變化?我們有什麼可以依靠的,有什麼需要突破的,有什麼值得堅守的?我們能怎樣抓住AI的浪潮,實現個人的成長,做出有意義的事業?
產品、體驗設計與 AI 的先行者吳卓浩老師將為大家帶來他的思考和實踐,和大家一起跑步進入 AI 時代,追尋 AI 時代的產品設計之道。
7 Alternatives to Bullet Points in PowerPointAlvis Oh
So you tried all the ways to beautify your bullet points on your pitch deck but it just got way uglier. These points are supposed to be memorable and leave a lasting impression on your audience. With these tips, you'll no longer have to spend so much time thinking how you should present your pointers.
Unleash Your Inner Demon with the "Let's Summon Demons" T-Shirt. Calling all fans of dark humor and edgy fashion! The "Let's Summon Demons" t-shirt is a unique way to express yourself and turn heads.
https://dribbble.com/shots/24253051-Let-s-Summon-Demons-Shirt
Hello everyone! I am thrilled to present my latest portfolio on LinkedIn, marking the culmination of my architectural journey thus far. Over the span of five years, I've been fortunate to acquire a wealth of knowledge under the guidance of esteemed professors and industry mentors. From rigorous academic pursuits to practical engagements, each experience has contributed to my growth and refinement as an architecture student. This portfolio not only showcases my projects but also underscores my attention to detail and to innovative architecture as a profession.
Expert Accessory Dwelling Unit (ADU) Drafting ServicesResDraft
Whether you’re looking to create a guest house, a rental unit, or a private retreat, our experienced team will design a space that complements your existing home and maximizes your investment. We provide personalized, comprehensive expert accessory dwelling unit (ADU)drafting solutions tailored to your needs, ensuring a seamless process from concept to completion.
Can AI do good? at 'offtheCanvas' India HCI preludeAlan Dix
Invited talk at 'offtheCanvas' IndiaHCI prelude, 29th June 2024.
https://www.alandix.com/academic/talks/offtheCanvas-IndiaHCI2024/
The world is being changed fundamentally by AI and we are constantly faced with newspaper headlines about its harmful effects. However, there is also the potential to both ameliorate theses harms and use the new abilities of AI to transform society for the good. Can you make the difference?
Transforming Brand Perception and Boosting Profitabilityaaryangarg12
In today's digital era, the dynamics of brand perception, consumer behavior, and profitability have been profoundly reshaped by the synergy of branding, social media, and website design. This research paper investigates the transformative power of these elements in influencing how individuals perceive brands and products and how this transformation can be harnessed to drive sales and profitability for businesses.
Through an exploration of brand psychology and consumer behavior, this study sheds light on the intricate ways in which effective branding strategies, strategic social media engagement, and user-centric website design contribute to altering consumers' perceptions. We delve into the principles that underlie successful brand transformations, examining how visual identity, messaging, and storytelling can captivate and resonate with target audiences.
Methodologically, this research employs a comprehensive approach, combining qualitative and quantitative analyses. Real-world case studies illustrate the impact of branding, social media campaigns, and website redesigns on consumer perception, sales figures, and profitability. We assess the various metrics, including brand awareness, customer engagement, conversion rates, and revenue growth, to measure the effectiveness of these strategies.
The results underscore the pivotal role of cohesive branding, social media influence, and website usability in shaping positive brand perceptions, influencing consumer decisions, and ultimately bolstering sales and profitability. This paper provides actionable insights and strategic recommendations for businesses seeking to leverage branding, social media, and website design as potent tools to enhance their market position and financial success.
3. ScienceGrowth Team work
My Experience
We Will Talk About These
The Knowledge Spiral Between
Learn and Use
How To Boost Your
Viability
The Importance of
Hypothesis and Test
Story-Telling and
Questioning
4. NTU Psychology
Fundamental Knowledge from
School
My Experience
The Knowledge Spiral Between Learn and Use
Psychological
Testing
Experiment
Methods
Psychological
Statistics
Cognition Psychology
Sensation & Perception
Biological Psychology
Consumer Behavior
Social Interaction
Culture Influence
11. My Experience
Phase I. Aim For Know
NTU Psychology
Fundamental Knowledge from
School
Explore Trending Consumer
Behavior
aim to provide a concept which can let
other groups use this as foundation to
invent new product.
31. North Star Metric
Define The Biggest Value You, As
An UX Research, Aim To Bring To
USER
Growth
How To Boost Your Viability
Desirability
Viability
Feasibility
Human
Technology
Business
32. North Star Metric
Define The Biggest Value You, As
An UX Research, Aim To Bring To
USER
Growth
How To Boost Your Viability
Product
Strategy
Leading
Revenue
Customer
Value
33. North Star Metric
Define The Biggest Value You, As
An UX Research, Aim To Bring To
USER
Growth
Uber’s North Star Metric
Product
Strategy
Customer
Value
Leading
Revenue
match time between user and driver
34. Loyalty User
Explore Their A!HA! Moment,
And Try To Copy Their Experience
To Others
Growth
How To define Your Product’s North Star Metric
Persona
User Journey Map
35. Get To Know Why They Love Your Service
Use Proper Words To Convince
Customized And Personalized
Understand How They Get Through Obstacle
Scale Up These People
……
Growth
Use Of Persona
36. Growth
Use Of User Journey Map
A!HA! Moment
How User “EXPERIENCE” The
Value You Deliver
AARRR
How To Extend Life Time Value
37. How To Boost Your Viability
Growth
Use What You
Learn
Try using everything you
learn from this world, and
don’t let them be a
theory with no impact.
Never Forget
Empathy
All you do need to lead
revenue, but never forget
your user, never forget
human.
Focus On Your
North Star
Combine user value and
business revenue, and
always keep this target
in mind.
Deconstruct
Your Goal
Deconstruct your main
goal into specific tasks,
can make you clarify the
priority.
38. Let Evidence Talk
Combine Qualitative and
Quantitative Research To Speak
For Your Suggestions
The Importance of Hypothesis and Test
Science
Hypothesis
Test
39. Interview
Insight
Not Only Your “Intuition”
Best way to get hypothesis
Correlation Regression
Function
Data Analytic
Know What, Not Why Know Why, Not How Connect 2 Variables Predict Result
49. Story Telling and Asking Questions
Team work
Photo by Becca Tarter on Unsplash
1. Let User Talk Vividly
2. Deliver A Scenario or An
Imagination
3. Fit In A Scene That Everyone
Might Encounter
50. ScienceGrowth Team work
My Experience
We Will Talk About These
The Knowledge Spiral Between
Learn and Use
How To Boost Your
Viability
The Importance of
Hypothesis and Test
Story-Telling and
Questioning
51. take away for you
Desirability
Viability
Feasibility
Human
Technology
Business
Inovation
Have Confidence Making
Money By Your Research
Knowing You’re Study For
Better Human Future
Share The Story And Rolling
The Team
UXR Value