This document discusses using a data-driven approach to user experience (UX). It recommends setting goals and key performance indicators (KPIs), choosing analytics tools to measure and analyze user behavior, and then optimizing the UX based on insights. Examples of KPIs include the percentage of users who complete purchases or conversions. Data should be broken down by user segments to understand differences in behavior. Behavioral analytics can provide insights into user flows and reasons for actions like cancellations. Common tools mentioned include Google Analytics for trends and basic metrics and more advanced tools for behavioral analysis.
Presented by Nicolle Paradise, Senior Director of Client Experience at ADP, at Customer Success Summit 2018.
Complexity is the enemy of adoption. To accelerate the impact of Customer Success, we must think like a customer and architect experiences that are easy and that are effortless.
Measuring The Modern Shopper - Lewis Lenssen, Rakuten AttributionPerformanceIN
The ‘modern shopper’ encounters endless messages via a plethora of online and offline marketing channels, executing transactions across multiple devices wherever and whenever they please. This creates a complex challenge for advertisers to analyse which promotional activities are most effective.
Rakuten Attribution’s (formerly DC Storm) Commercial Director Lewis Lenssen will look at how consumer behaviour has evolved while identifying key drivers for this change. Demonstrating the importance of a holistic customer view for accurate attribution, Lenssen will also cover how best to use consolidated user activity data in taking appropriate action.
Retail AI at work: How leading retailers are using AI to optimize pricing and...National Retail Federation
NRF 2019: Retail's Big Show
Michael Feindt, Founder and Chief Scientific Officer, Blue Yonder
Desikan Madhavanur, EVP and Chief Product Development Officer, JDA Software
Quickbooks Helpline Number +1(888)403-0506, Our QuickBooks Enterprise Support Number will interface a connection among you and our best specialized help. It will bolster you in tackling your specialized issues applicable to QuickBooks Enterprise in a split second. You don't require to determine the related issues to QuickBooks Services on your own as our experts will help you in each pace of understanding it.
Our specialized assistance will offer you quick and confided in results
We give you master and talented expert help
We have confidence in 100% purchaser all out fulfillment
Remote access to master administrations
It would be ideal if you pause for a minute to call our without toll QuickBooks Enterprise Support Number anyplace. Genius Accounting Support settle every one of your worries significant to QuickBooks Enterprise.
Presented by Christine Bensen, Senior Director of Product Management at CA Technologies, at Customer Success Summit 2018, Track 1.
Moving to SaaS is a huge transformation. Hear how CA managed this change, the impact it had inside and outside their organization, and how the whole company, from Product, Marketing, Finance, Sales, Support, Services, Partners, UX, all needed the single source of truth to succeed.
Presented by Brian Curry, Chief Operating Officer at NICE-Satmetrix, at Customer Success Summit 2018.
Many B2C and large enterprise B2B companies are experiencing the need to expand their established CX practices with the new methodologies of Customer Success. Learn how companies are managing that fusion and the impact it can make.
Presented by Nicolle Paradise, Senior Director of Client Experience at ADP, at Customer Success Summit 2018.
Complexity is the enemy of adoption. To accelerate the impact of Customer Success, we must think like a customer and architect experiences that are easy and that are effortless.
Measuring The Modern Shopper - Lewis Lenssen, Rakuten AttributionPerformanceIN
The ‘modern shopper’ encounters endless messages via a plethora of online and offline marketing channels, executing transactions across multiple devices wherever and whenever they please. This creates a complex challenge for advertisers to analyse which promotional activities are most effective.
Rakuten Attribution’s (formerly DC Storm) Commercial Director Lewis Lenssen will look at how consumer behaviour has evolved while identifying key drivers for this change. Demonstrating the importance of a holistic customer view for accurate attribution, Lenssen will also cover how best to use consolidated user activity data in taking appropriate action.
Retail AI at work: How leading retailers are using AI to optimize pricing and...National Retail Federation
NRF 2019: Retail's Big Show
Michael Feindt, Founder and Chief Scientific Officer, Blue Yonder
Desikan Madhavanur, EVP and Chief Product Development Officer, JDA Software
Quickbooks Helpline Number +1(888)403-0506, Our QuickBooks Enterprise Support Number will interface a connection among you and our best specialized help. It will bolster you in tackling your specialized issues applicable to QuickBooks Enterprise in a split second. You don't require to determine the related issues to QuickBooks Services on your own as our experts will help you in each pace of understanding it.
Our specialized assistance will offer you quick and confided in results
We give you master and talented expert help
We have confidence in 100% purchaser all out fulfillment
Remote access to master administrations
It would be ideal if you pause for a minute to call our without toll QuickBooks Enterprise Support Number anyplace. Genius Accounting Support settle every one of your worries significant to QuickBooks Enterprise.
Presented by Christine Bensen, Senior Director of Product Management at CA Technologies, at Customer Success Summit 2018, Track 1.
Moving to SaaS is a huge transformation. Hear how CA managed this change, the impact it had inside and outside their organization, and how the whole company, from Product, Marketing, Finance, Sales, Support, Services, Partners, UX, all needed the single source of truth to succeed.
Presented by Brian Curry, Chief Operating Officer at NICE-Satmetrix, at Customer Success Summit 2018.
Many B2C and large enterprise B2B companies are experiencing the need to expand their established CX practices with the new methodologies of Customer Success. Learn how companies are managing that fusion and the impact it can make.
Million Dollar Bet - We're All-in In Customer SuccessTotango
Presented by Laurence Dean, Group Services, Director for Client Success at Dimension Data. Shared at Customer Success Summit 2018.
Dimension Data, a leader in IT Services Management, is making a big bet on Customer Success. In a highly competitive environment, they are seeing early results from their Customer Success initiatives and are placing a big bet on gaining real competitive advantage.
Leveraging Machine Learning to Delight CustomersTotango
Presented by Erez Barak, Partner Group Program Manager at Microsoft, at Customer Success Summit 2018.
Artificial Intelligence and Machine Learning have come to fruition but what does it really mean for your CS organization? What does AI and ML really mean and how they can be applied to increase efficiency and accelerate insights.
Scottish writer and poet Andrew Lang said, "He uses statistics as a drunken man uses lampposts—for support rather than illumination." Decades later, many modern businesses still do just that, using data to support rather than drive their decisions.
A SaaS solution for SaaS solutions. Enthalpy (H) is a predictive analytical tool, providing tactical and strategic insights which translate into a relentless focus on rapid, efficient and predictable SaaS growth.
Product Analytics Vs Marketing Analytics: What should you use?appICEappICE
Both Marketing Analytics and Product Analytics have a place of their own and must be used in conjunction. In short, both the tools possess a symbiotic relationship, when teamed with appropriate tools, they can create a cycle of positive growth for the whole organization.
Marketing Analytics: How to Quantify Everything and WhyShaun Juncal
Marketing analytics (or “statistics”) consists of all of the numbers, stats and additional data produced during the course of your marketing efforts. Specifically, it is the data that allows you to quantify and benchmark your team’s progress, as well as analyze any specific campaigns you have initiated.
Marketing analytics are important because they provide insight into the effectiveness of your marketing efforts, which can often be seen by outsiders as “murky” or lacking concrete accountability and transparency.
Make better marketing decisions by applying the scientific method to your marketing strategy: identify road-blocks (hypothesis), propose a tactic/solution (experiment), analysis the results (data analysis).
Case Study: Yamaha's Conversation with Their CustomersSocial Media Group
It’s been two years since Yamaha Motor launched its corporate blog (www.snowmobiles.yamahablogs.ca) Sled Talk debuted in March 2007, but what has happened since? In this engaging case study, Chris Reid, National Manager, Product Planning and Research, Yamaha Motor Canada and Maggie Fox, CEO of Social Media Group, one of the world’s largest independent social media agencies, will walk you through the process of doing it right: getting executive buy in, proper planning and pitfalls to avoid. They’ll also share some of the many benefits Yamaha has realized across their organization as a result of their brave decision to be one of the first companies in Canada to open the doors to conversation with their consumers:
• Changing the rules of engagement: how establishing a blog dramatically changed consumer expectations, as one of Yamaha’s competitors found out, the hard way
• Knocking down barriers – how bypassing the traditional platforms and systems of communication has significantly reduced negative chatter among consumers around recall
and other issues
• Product development: how product development insights have been generated, and acted
upon, via interaction on Sled Talk
• How to do it right: Chris will share insights into addressing the issues that trouble most
executives: negative comments, legal issues and, of course, ROI
We’ll also explain how Yamaha established benchmarks for consumer engagement on the blog,
measured against them and established a value for the program that far exceeded the initial
investment – ensuring senior executive support for many years to come.
According to a recent Forbes report, 89% of business leaders believe analytics will revolutionise business operations. Analytics not only provides marketers with valuable insights but also serves as the driving force behind the effectiveness of digital marketing.
Understanding your customers' behaviour and preferences helps you drive targeted messages across different digital and social platforms, allowing you to communicate with them more effectively.
In collaboration with the Marketing Institute of Singapore (MIS), Singtel invites you to a complimentary workshop on Digital Marketing analytics.
Key Points:
• Learn how analytics enables you to gain insights on your customers so as to develop effective marketing strategies
• Understand how to put together an effective web measurement programme to define and improve marketing ROI
• Acquire skills to better market your products or services to your target audience using the right tools and platforms
Changing customer behaviors have dramatically changed the way brands need to measure success. Starting with an analytics frameworks is essential for measuring business ROI.
How to Use Data to Drive Product Decisions by PayPal PMProduct School
Product Managers spend a lot of time thinking about our product metrics, determining which KPIs best describe our progress and what measures we can take to accelerate our success. As a new Product Manager, parsing through the ocean of data can be overwhelming and using this data to make product decisions can be a challenging task.
Deb talked about how you can incorporate data through out your product life cycle to drive product decisions, feature prioritization and long term roadmap strategy. She walked through simple use cases where data has helped Product Managers break down complex problems and arrive at simple product decisions that directly impacted their KPIs. The industry is increasingly hiring data driven Product Managers.
Million Dollar Bet - We're All-in In Customer SuccessTotango
Presented by Laurence Dean, Group Services, Director for Client Success at Dimension Data. Shared at Customer Success Summit 2018.
Dimension Data, a leader in IT Services Management, is making a big bet on Customer Success. In a highly competitive environment, they are seeing early results from their Customer Success initiatives and are placing a big bet on gaining real competitive advantage.
Leveraging Machine Learning to Delight CustomersTotango
Presented by Erez Barak, Partner Group Program Manager at Microsoft, at Customer Success Summit 2018.
Artificial Intelligence and Machine Learning have come to fruition but what does it really mean for your CS organization? What does AI and ML really mean and how they can be applied to increase efficiency and accelerate insights.
Scottish writer and poet Andrew Lang said, "He uses statistics as a drunken man uses lampposts—for support rather than illumination." Decades later, many modern businesses still do just that, using data to support rather than drive their decisions.
A SaaS solution for SaaS solutions. Enthalpy (H) is a predictive analytical tool, providing tactical and strategic insights which translate into a relentless focus on rapid, efficient and predictable SaaS growth.
Product Analytics Vs Marketing Analytics: What should you use?appICEappICE
Both Marketing Analytics and Product Analytics have a place of their own and must be used in conjunction. In short, both the tools possess a symbiotic relationship, when teamed with appropriate tools, they can create a cycle of positive growth for the whole organization.
Marketing Analytics: How to Quantify Everything and WhyShaun Juncal
Marketing analytics (or “statistics”) consists of all of the numbers, stats and additional data produced during the course of your marketing efforts. Specifically, it is the data that allows you to quantify and benchmark your team’s progress, as well as analyze any specific campaigns you have initiated.
Marketing analytics are important because they provide insight into the effectiveness of your marketing efforts, which can often be seen by outsiders as “murky” or lacking concrete accountability and transparency.
Make better marketing decisions by applying the scientific method to your marketing strategy: identify road-blocks (hypothesis), propose a tactic/solution (experiment), analysis the results (data analysis).
Case Study: Yamaha's Conversation with Their CustomersSocial Media Group
It’s been two years since Yamaha Motor launched its corporate blog (www.snowmobiles.yamahablogs.ca) Sled Talk debuted in March 2007, but what has happened since? In this engaging case study, Chris Reid, National Manager, Product Planning and Research, Yamaha Motor Canada and Maggie Fox, CEO of Social Media Group, one of the world’s largest independent social media agencies, will walk you through the process of doing it right: getting executive buy in, proper planning and pitfalls to avoid. They’ll also share some of the many benefits Yamaha has realized across their organization as a result of their brave decision to be one of the first companies in Canada to open the doors to conversation with their consumers:
• Changing the rules of engagement: how establishing a blog dramatically changed consumer expectations, as one of Yamaha’s competitors found out, the hard way
• Knocking down barriers – how bypassing the traditional platforms and systems of communication has significantly reduced negative chatter among consumers around recall
and other issues
• Product development: how product development insights have been generated, and acted
upon, via interaction on Sled Talk
• How to do it right: Chris will share insights into addressing the issues that trouble most
executives: negative comments, legal issues and, of course, ROI
We’ll also explain how Yamaha established benchmarks for consumer engagement on the blog,
measured against them and established a value for the program that far exceeded the initial
investment – ensuring senior executive support for many years to come.
According to a recent Forbes report, 89% of business leaders believe analytics will revolutionise business operations. Analytics not only provides marketers with valuable insights but also serves as the driving force behind the effectiveness of digital marketing.
Understanding your customers' behaviour and preferences helps you drive targeted messages across different digital and social platforms, allowing you to communicate with them more effectively.
In collaboration with the Marketing Institute of Singapore (MIS), Singtel invites you to a complimentary workshop on Digital Marketing analytics.
Key Points:
• Learn how analytics enables you to gain insights on your customers so as to develop effective marketing strategies
• Understand how to put together an effective web measurement programme to define and improve marketing ROI
• Acquire skills to better market your products or services to your target audience using the right tools and platforms
Changing customer behaviors have dramatically changed the way brands need to measure success. Starting with an analytics frameworks is essential for measuring business ROI.
How to Use Data to Drive Product Decisions by PayPal PMProduct School
Product Managers spend a lot of time thinking about our product metrics, determining which KPIs best describe our progress and what measures we can take to accelerate our success. As a new Product Manager, parsing through the ocean of data can be overwhelming and using this data to make product decisions can be a challenging task.
Deb talked about how you can incorporate data through out your product life cycle to drive product decisions, feature prioritization and long term roadmap strategy. She walked through simple use cases where data has helped Product Managers break down complex problems and arrive at simple product decisions that directly impacted their KPIs. The industry is increasingly hiring data driven Product Managers.
Gather the required information from the data and predict future outcomes and trends. Use content-ready Predictive Analysis PowerPoint Presentation Slides to forecast future probabilities. Majorly applied in the business field, predictive analysis PPT templates will help you evaluate current data and historical facts to understand customers, products, services, partners, and to identify potential risks and opportunities for an organization. This deck comprises of templates such as research methodology, consumer insights consumption, need for consumer insights, key stats, data collection and processing, consumer insight capabilities, These templates are completely customizable. You can edit the templates as per your need. Change color, text, icon and font size as per your requirement. Add or remove the content, if needed. Get access to the predictive analysis PowerPoint presentation slideshow to predict future outcomes for various business topics such as customer relationship management, health care, collection analytics, fraud detection, risk management, direct marketing, industry applications, etc. Get access to the professionally designed ready-made predictive analysis PowerPoint presentation slides for your business to interpret big data for your benefit. Maintain your demeanour with our Predictive Analysis Powerpoint Presentation Slides. They will help you keep your cool.
Build a strategic management tool for your business in the form of this exclusive balance scorecard PowerPoint presentation slides. Use this balance scorecard PPT design to describe different prospective of your organization which are described as financial perspective, customer or investors perspective, organizational growth perspective and the internal process perspective. This Balanced Scorecard PPT layout explains the essential uses of the maintaining the balance scorecard for strategically developments of your organization as it also helps in analyzing various functions of your business and explains other factors which may affect the growth rate of your organization. This Balanced Scorecard presentation template will work as an effective management strategic tool to manage as well as monitor the strategic targets for the company. Thus you are just a click away from owning this professional designed PowerPoint image for your business to explain your subject matter in a very ingenious way. Gaze into the crystal ball with our Balanced Scorecard PowerPoint Presentation Slides. They give you the gift of foresight.
Tom Willis will cover a range of tools, customer data and analytics that can be used to determine metrics and keep your marketing strategies in line with key business goals, regardless of your budget.
Understanding Users at Scale with Product AnalyticsHannah Flynn
A deep understanding of how users interact with your product is critical for PMs at every stage of their product's lifecycle. Whether you are building new features, trying to improve customer experience or battling poor retention - user behavior forms the foundation of your product strategy.
Data - How to Use it & When by Square and Call Rail Product LeaderProduct School
Main Takeaways:
-It’s important to define success metrics before you start building your product or feature
-The goal is to validate a hypothesis--what you think users want--and the data might invalidate your hypothesis. This is a good thing! Keep iterating in that direction to identify and test the next hypothesis.
-Data is important to point you in the right direction, but it won’t answer “what is the perfect product?” To figure this out, you need to experiment, fail and repeat as fast as possible to find success.
Outperform Webinar Series: How to Optimize Your Checkout Flow & Engage Your C...Optimizely
Join Optimizely’s lead strategy consultant, Alek Toumert, to understand how to experiment and optimize throughout the checkout flow.
Consumer’s expectations have been rapidly changing, and the checkout process is one of the most important consumer engagement points. Experimentation can enable you to create a better checkout experience, regardless of channel. As the only experimentation platform that is PCI compliant across the board, Optimizely enables customers to experiment at any point in the customer journey.
Google Analytics : Overview & CustomizationOur Kids Media
A step-by-step tour through Google Analytics, simplifying some of its complexity, and offering tips to make sure you are optimizing the numbers that matter to you. We will cover some basic customization including using segments and creating custom dashboards.
Unlocking the Value of Usage Data March 20, 2014
Dan McGaw, Director of Marketing KISSmetrics @danielmcgaw
Puja Ramani, Director of Product Management & Analytics Gainsight @pramani #customersuccess #KISSwebinar
1 The Case for User Analytics, 2 Making User Analytics Actionable, 3 Realizing ROI
We Have Entered The Age Of The Customer
Customer data is everywhere
Welcome to our world of Customer Analytics.
How it works (it’s simple and powerful)
Your customer is at the heart of KISSmetrics
How effective is my signup process?
“You can’t maximize your revenue and profit unless you are tracking the lifetime value of each of your customers. And that’s what KISSmetrics does better than anyone else.” !! — Thomas (Zappos).
Which of my marketing channels has the highest ROI?
What do my customers do before they sign up?
Are customers coming back on a regular basis?
Making User Analytics Actionable
We all know a data driven world is inevitability
We track everything from our health to our homes to our children
We have more data about our customers than ever before
So what’s stopping us?
38% of companies are not able to communicate and interpret customer analytics results.
54% can’t integrate and manage all their data sources.
The four pillar approach is your roadmap to ROI
People Objective Strategy Technology
So what can you do?
Data Science Alert Rules and Playbooks Confirm Intuition
Blend with other data sources to discover insights
Score customer health using usage data
Have one view of all your customers
Fire off tasks or outreach based on usage
Take action on early warnings and manage each event
Consistently collaborate to keep customer relationships healthy
Who’s getting ROI from usage data?
Reduce Churn
THANK YOU
Dan McGaw, Director of Marketing KISSmetrics @danielmcgaw
Puja Ramani, Director of Product Management & Analytics Gainsight @pramani
Google Analytics : Overview & Basic Customization for Retirement CommunitiesOur Kids Media
One of the biggest skills gaps today is data analytics - the ability to not merely look at reports but to make recommendations and take action based on the data. Google Analytics is a powerful, free, decision support tool that is essential to understanding and improving your online marketing efforts.
Anneline Breetzke will cover the basics of the tool, the key metrics and four main reports and will then turn to customization. How to set up a custom dashboard and a custom report.
Opticon 2015- Benchmark Your Optimization ProgramOptimizely
Benchmark Your Optimization Program
❯
Featuring speakers from Optimizely
Shana Rusonis, Content Marketing Manager, Optimizely
What does 'normal' look like for an optimization program? What about best-in-class? What are the opportunities and challenges facing teams that are optimizing, and how do they allocate their manpower and budget towards them? We sought out the answers to these tough questions for our first industry benchmark report. Join Optimizely for an in-depth discussion of how to quantify and benchmark optimization performance.
Build a strategic management tool for your business in the form of this exclusive balance scorecard PowerPoint presentation slides. Use this balance scorecard PPT design to describe different prospective of your organization which are described as financial perspective, customer or investors perspective, organizational growth perspective and the internal process perspective. This Balanced Scorecard PPT layout explains the essential uses of the maintaining the balance scorecard for strategically developments of your organization as it also helps in analyzing various functions of your business and explains other factors which may affect the growth rate of your organization. This Balanced Scorecard presentation template will work as an effective management strategic tool to manage as well as monitor the strategic targets for the company. Thus you are just a click away from owning this professional designed PowerPoint image for your business to explain your subject matter in a very ingenious way. Gaze into the crystal ball with our Balanced Scorecard Powerpoint Presentation Slides. They give you the gift of foresight. https://bit.ly/3wDkSjS
Interactive Metrics, What You Really Need to Knowharrisonm10
In this informative presentation, Maria Harrison will take you through the good, the bad and the ugly of interactive metrics. Interactive marketing is a double-edged sword when it comes to metrics.
Just because everything can be counted, doesn’t mean it’s important in making business decisions that will help you have a positive impact on your interactive marketing initiatives.
Ms. Harrison will show you how simplistic interactive metrics can really be, how to set benchmarks, and develop meaningful executive dashboards that will help you make the right decisions to improve your interactive marketing efforts. She will define some basic interactive metric terms and teach you how to immediately apply those metrics to your business.
It’s 2015, and the customer experience is increasingly being driven by techniques like A/B testing and optimization.
Optimizely recently surveyed digital experience owners to learn just how they think about and allocate resources towards their testing and optimization programs.
These slides answer the questions:
- How often do teams optimizing run A/B and multivariate tests?
- What are the top benefits that optimization programs are seeing?
- How do optimization teams manage their experiment process?
Few companies realize the full benefits of analytics initiatives to improve the customer experience. Here's a six-step guide for moving beyond operational reporting to enabling predictive insights.
Gather the required information from the data and predict future outcomes and trends. Use content-ready Predictive Analysis PowerPoint Presentation Slides to forecast future probabilities. Majorly applied in the business field, predictive analysis PPT templates will help you evaluate current data and historical facts to understand customers, products, services, partners, and to identify potential risks and opportunities for an organization. This deck comprises of templates such as research methodology, consumer insights consumption, need for consumer insights, key stats, data collection and processing, consumer insight capabilities, These templates are completely customizable. You can edit the templates as per your need. Change color, text, icon and font size as per your requirement. Add or remove the content, if needed. Get access to the predictive analysis PowerPoint presentation slideshow to predict future outcomes for various business topics such as customer relationship management, health care, collection analytics, fraud detection, risk management, direct marketing, industry applications, etc. Get access to the professionally designed ready-made predictive analysis PowerPoint presentation slides for your business to interpret big data for your benefit. Maintain your demeanour with our Predictive Analysis Powerpoint Presentation Slides. They will help you keep your cool. https://bit.ly/2WktT53
Similar to How to Improve UX by Being Data Driven (20)
Show drafts
volume_up
Empowering the Data Analytics Ecosystem: A Laser Focus on Value
The data analytics ecosystem thrives when every component functions at its peak, unlocking the true potential of data. Here's a laser focus on key areas for an empowered ecosystem:
1. Democratize Access, Not Data:
Granular Access Controls: Provide users with self-service tools tailored to their specific needs, preventing data overload and misuse.
Data Catalogs: Implement robust data catalogs for easy discovery and understanding of available data sources.
2. Foster Collaboration with Clear Roles:
Data Mesh Architecture: Break down data silos by creating a distributed data ownership model with clear ownership and responsibilities.
Collaborative Workspaces: Utilize interactive platforms where data scientists, analysts, and domain experts can work seamlessly together.
3. Leverage Advanced Analytics Strategically:
AI-powered Automation: Automate repetitive tasks like data cleaning and feature engineering, freeing up data talent for higher-level analysis.
Right-Tool Selection: Strategically choose the most effective advanced analytics techniques (e.g., AI, ML) based on specific business problems.
4. Prioritize Data Quality with Automation:
Automated Data Validation: Implement automated data quality checks to identify and rectify errors at the source, minimizing downstream issues.
Data Lineage Tracking: Track the flow of data throughout the ecosystem, ensuring transparency and facilitating root cause analysis for errors.
5. Cultivate a Data-Driven Mindset:
Metrics-Driven Performance Management: Align KPIs and performance metrics with data-driven insights to ensure actionable decision making.
Data Storytelling Workshops: Equip stakeholders with the skills to translate complex data findings into compelling narratives that drive action.
Benefits of a Precise Ecosystem:
Sharpened Focus: Precise access and clear roles ensure everyone works with the most relevant data, maximizing efficiency.
Actionable Insights: Strategic analytics and automated quality checks lead to more reliable and actionable data insights.
Continuous Improvement: Data-driven performance management fosters a culture of learning and continuous improvement.
Sustainable Growth: Empowered by data, organizations can make informed decisions to drive sustainable growth and innovation.
By focusing on these precise actions, organizations can create an empowered data analytics ecosystem that delivers real value by driving data-driven decisions and maximizing the return on their data investment.
Explore our comprehensive data analysis project presentation on predicting product ad campaign performance. Learn how data-driven insights can optimize your marketing strategies and enhance campaign effectiveness. Perfect for professionals and students looking to understand the power of data analysis in advertising. for more details visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/
Data Centers - Striving Within A Narrow Range - Research Report - MCG - May 2...pchutichetpong
M Capital Group (“MCG”) expects to see demand and the changing evolution of supply, facilitated through institutional investment rotation out of offices and into work from home (“WFH”), while the ever-expanding need for data storage as global internet usage expands, with experts predicting 5.3 billion users by 2023. These market factors will be underpinned by technological changes, such as progressing cloud services and edge sites, allowing the industry to see strong expected annual growth of 13% over the next 4 years.
Whilst competitive headwinds remain, represented through the recent second bankruptcy filing of Sungard, which blames “COVID-19 and other macroeconomic trends including delayed customer spending decisions, insourcing and reductions in IT spending, energy inflation and reduction in demand for certain services”, the industry has seen key adjustments, where MCG believes that engineering cost management and technological innovation will be paramount to success.
MCG reports that the more favorable market conditions expected over the next few years, helped by the winding down of pandemic restrictions and a hybrid working environment will be driving market momentum forward. The continuous injection of capital by alternative investment firms, as well as the growing infrastructural investment from cloud service providers and social media companies, whose revenues are expected to grow over 3.6x larger by value in 2026, will likely help propel center provision and innovation. These factors paint a promising picture for the industry players that offset rising input costs and adapt to new technologies.
According to M Capital Group: “Specifically, the long-term cost-saving opportunities available from the rise of remote managing will likely aid value growth for the industry. Through margin optimization and further availability of capital for reinvestment, strong players will maintain their competitive foothold, while weaker players exit the market to balance supply and demand.”
3. What Do You Think
About This Page?
What is the GOAL of this page ?
4. KPI -
75% of users who initiated an order to complete it
Segment -
Breakdown by segments showed a difference
when comparing new vs. returning users
Behavioral -
Looking at path analysis of new users identified
the churn points in the flow
UX Results -
Added social login button to the register page
83%41%
New Returning
View cart Checkout Register Chrun
66%
Checkout Completion
Ratio
5. What Do You Think
About This Page?
What is the GOAL of this page ?
6. What will we cover?
● Why be data driven
● How to be data driven
● What tools to use
11. Examples for KPIs and Goals
80% of users who shopped once will return and perform another purchase within one month
40% of new visitors will register every day
75% of users who initiated an order to complete it
60% of users who started a free trial will convert within 30 days
…
Break This Down to Segments, Analyze the Behaviour PER Segment
12. Old School KPIs - Good to Monitor
Trends
HOW MANY NEW
SHOPPERS DO WE HAVE
WHO IS SHOPPING
WHERE DO THEY
COME FROM?
WHAT IS THE TRENDS
Pageviews / Downloads
Gender, Age…
Location
?
?
?
?
13. Behavioral Analytics - Good to Understand
i
i
“How” do teenagers renew their accounts?
What steps do they take?
What is the sequence of events that leads
to conversion?
“Why” do users cancel an account?
Why don’t they like the new interface?
14. What will we cover?
● Why be data driven
● How to be data driven
● What tools to use