SlideShare a Scribd company logo
1 of 35
Download to read offline
SUMMER 2012 STATE OF A/B TESTING




 Lars Lofgren
 Marketing Analyst - August 2012   info@kissmetrics.com - Confidential - Do not distribute
@larslofgren #KISSwebinar
We’ll cover...




1   State of A/B Testing

2   Q&A

3   Demo
Let’s start with the data!
WHO ARE
We?
Who are we? 176 in total




  60


  45


  30


  15


   0
       Ecommerce   SaaS   Agency/Cons Publishing   Mobile   Other
What’s the size of our teams?




  90


 67.5


  45


 22.5


   0
        1-5   6-10   11-25   26-60   51-200   200+
What testing tools does everyone use?




    90


   67.5


    45


   22.5


     0
          Visual Website            GA Content
                         Optimizely               None   Other
            Optimizer               Experiments
How many A/B tests did we run last month?




 150


112.5


  75


 37.5


   0
        0      1-4     5-9     10-19   20+
It’s easy to get ahead of our competitors
How do we generate ideas for testing?




    60


    45


    30


    15


     0
           Test
                    Experience   Best Practices   Research Needs
         Randomly
Step 1: Get Qualitative
Step 2: Make a prediction
Step 3: Confirm with an A/B test
How KISSmetrics generates testing ideas




 1   Get qualitative insights

 2   Predict how to improve

 3   Confirm prediction with an A/B test
OUR
Results
Do we regularly increase conversions?




  80


  60


  40


  20


   0
        Always   Sometimes   Rarely     Never
The revenue we gain from A/B testing




  70


 52.5


  35


 17.5


   0
                          $1001-   $10,001-     Over
        None   $1-1,000                                  No Idea
                          10,000   100,000    $100,000
2 ways to make money with A/B testing
Option 1: Understand your customers first




 1   Get qualitative insights

 2   Predict how to improve

 3   Confirm prediction with an A/B test
You’ll find the BIG wins much faster
Option 2: Get relentless
How pros like Facebook and Twitter do it




 1   Build an entire growth team

 2   Back-to-back testing

 3   Look for 100s of small improvements
How do we A/B test with small amounts of data?
Do tests with customer interviews




 1   Talk to people, give different options

 2   Look for trends

 3   Build and see if actions match
Do we track results over the long term?




 130


 97.5


  65


 32.5


   0
              Yes                  No
The pitfalls of not tracking long term results
Variation B performs the best in this funnel
Variation A gives the most revenue
LET’S TRACK THE RETURN ON
 A/B Testing
First, make sure you can track lifetime value




    You’ll need customer analytics that
  can track multiple purchases from the
                same person.
Where do we find customer analytics?
Second, connect A/B tools to customer analytics




                      OR
What about Google Analytics?




       Connects tests to goals, not
         ecommerce transactions.
Q&A Time!
    Lars Lofgren
 llofgren@kissmetrics.com
        @larslofgren

More Related Content

Viewers also liked

The Response Rates of Personalized Cross-Media Marketing Campaigns
The Response Rates of Personalized Cross-Media Marketing CampaignsThe Response Rates of Personalized Cross-Media Marketing Campaigns
The Response Rates of Personalized Cross-Media Marketing CampaignsAaron Corson
 
Facebook Application Marketing
Facebook Application MarketingFacebook Application Marketing
Facebook Application MarketingPete Mauro
 
Facebook Connect 5 Things You Wish You Had Known Before You Started
Facebook Connect   5 Things You Wish You Had Known Before You StartedFacebook Connect   5 Things You Wish You Had Known Before You Started
Facebook Connect 5 Things You Wish You Had Known Before You StartedToby Beresford
 
Inactive Email Subscribers Reactivation Strategies
Inactive Email Subscribers Reactivation StrategiesInactive Email Subscribers Reactivation Strategies
Inactive Email Subscribers Reactivation StrategiesSilverpop
 
Buddymedia: Strategies for effective facebook wall posts
Buddymedia: Strategies for effective facebook wall postsBuddymedia: Strategies for effective facebook wall posts
Buddymedia: Strategies for effective facebook wall postsChris Rawlinson
 
Designing Your Reputation System
Designing Your Reputation SystemDesigning Your Reputation System
Designing Your Reputation SystemBryce Glass
 
Putting the Fun in Functional
Putting the Fun in FunctionalPutting the Fun in Functional
Putting the Fun in FunctionalAmy Jo Kim
 
Naked startups - Lessons from the startup economy
Naked startups - Lessons from the startup economyNaked startups - Lessons from the startup economy
Naked startups - Lessons from the startup economySteven Fisher
 

Viewers also liked (8)

The Response Rates of Personalized Cross-Media Marketing Campaigns
The Response Rates of Personalized Cross-Media Marketing CampaignsThe Response Rates of Personalized Cross-Media Marketing Campaigns
The Response Rates of Personalized Cross-Media Marketing Campaigns
 
Facebook Application Marketing
Facebook Application MarketingFacebook Application Marketing
Facebook Application Marketing
 
Facebook Connect 5 Things You Wish You Had Known Before You Started
Facebook Connect   5 Things You Wish You Had Known Before You StartedFacebook Connect   5 Things You Wish You Had Known Before You Started
Facebook Connect 5 Things You Wish You Had Known Before You Started
 
Inactive Email Subscribers Reactivation Strategies
Inactive Email Subscribers Reactivation StrategiesInactive Email Subscribers Reactivation Strategies
Inactive Email Subscribers Reactivation Strategies
 
Buddymedia: Strategies for effective facebook wall posts
Buddymedia: Strategies for effective facebook wall postsBuddymedia: Strategies for effective facebook wall posts
Buddymedia: Strategies for effective facebook wall posts
 
Designing Your Reputation System
Designing Your Reputation SystemDesigning Your Reputation System
Designing Your Reputation System
 
Putting the Fun in Functional
Putting the Fun in FunctionalPutting the Fun in Functional
Putting the Fun in Functional
 
Naked startups - Lessons from the startup economy
Naked startups - Lessons from the startup economyNaked startups - Lessons from the startup economy
Naked startups - Lessons from the startup economy
 

More from Kissmetrics on SlideShare

How to Turn First Time Buyers into High Value All Star Customers
How to Turn First Time Buyers into High Value All Star CustomersHow to Turn First Time Buyers into High Value All Star Customers
How to Turn First Time Buyers into High Value All Star CustomersKissmetrics on SlideShare
 
32 Ways to Boost Engagement and Sales on Your eCommerce Site
32 Ways to Boost Engagement and Sales on Your eCommerce Site32 Ways to Boost Engagement and Sales on Your eCommerce Site
32 Ways to Boost Engagement and Sales on Your eCommerce SiteKissmetrics on SlideShare
 
The Perfect Email Remarketing Strategy for eCommerce
The Perfect Email Remarketing Strategy for eCommerceThe Perfect Email Remarketing Strategy for eCommerce
The Perfect Email Remarketing Strategy for eCommerceKissmetrics on SlideShare
 
Achieve high growth by keeping customers coming back to your ecommerce website
Achieve high growth by keeping customers coming back to your ecommerce websiteAchieve high growth by keeping customers coming back to your ecommerce website
Achieve high growth by keeping customers coming back to your ecommerce websiteKissmetrics on SlideShare
 
Understanding your customer psychographics without surveys or spending a lot ...
Understanding your customer psychographics without surveys or spending a lot ...Understanding your customer psychographics without surveys or spending a lot ...
Understanding your customer psychographics without surveys or spending a lot ...Kissmetrics on SlideShare
 
Messenger Marketing & Chatbots: How To 10x Sales & Leads Before Your Competitors
Messenger Marketing & Chatbots: How To 10x Sales & Leads Before Your CompetitorsMessenger Marketing & Chatbots: How To 10x Sales & Leads Before Your Competitors
Messenger Marketing & Chatbots: How To 10x Sales & Leads Before Your CompetitorsKissmetrics on SlideShare
 
Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...
Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...
Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...Kissmetrics on SlideShare
 
Facebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This Year
Facebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This YearFacebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This Year
Facebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This YearKissmetrics on SlideShare
 
How to build a framework for customer empathy: Learning from a company that d...
How to build a framework for customer empathy: Learning from a company that d...How to build a framework for customer empathy: Learning from a company that d...
How to build a framework for customer empathy: Learning from a company that d...Kissmetrics on SlideShare
 
Making Data Meaningful with Kissmetrics' Populations
Making Data Meaningful with Kissmetrics' PopulationsMaking Data Meaningful with Kissmetrics' Populations
Making Data Meaningful with Kissmetrics' PopulationsKissmetrics on SlideShare
 
Kissmetrics Webinar - Email in a Social World
Kissmetrics Webinar - Email in a Social WorldKissmetrics Webinar - Email in a Social World
Kissmetrics Webinar - Email in a Social WorldKissmetrics on SlideShare
 
How to Kick-Start Your Customer Lifecycle with Email Marketing
How to Kick-Start Your Customer Lifecycle with Email MarketingHow to Kick-Start Your Customer Lifecycle with Email Marketing
How to Kick-Start Your Customer Lifecycle with Email MarketingKissmetrics on SlideShare
 
Get on the bus with your prospects and join their journey to become your cust...
Get on the bus with your prospects and join their journey to become your cust...Get on the bus with your prospects and join their journey to become your cust...
Get on the bus with your prospects and join their journey to become your cust...Kissmetrics on SlideShare
 
The top 3 ingredients to drive more sales through video marketing
The top 3 ingredients to drive more sales through video marketingThe top 3 ingredients to drive more sales through video marketing
The top 3 ingredients to drive more sales through video marketingKissmetrics on SlideShare
 
How to identify your highest impact growth opportunities
How to identify your highest impact growth opportunitiesHow to identify your highest impact growth opportunities
How to identify your highest impact growth opportunitiesKissmetrics on SlideShare
 
E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...
E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...
E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...Kissmetrics on SlideShare
 
Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...
Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...
Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...Kissmetrics on SlideShare
 
7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...
7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...
7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...Kissmetrics on SlideShare
 

More from Kissmetrics on SlideShare (20)

How to Turn First Time Buyers into High Value All Star Customers
How to Turn First Time Buyers into High Value All Star CustomersHow to Turn First Time Buyers into High Value All Star Customers
How to Turn First Time Buyers into High Value All Star Customers
 
32 Ways to Boost Engagement and Sales on Your eCommerce Site
32 Ways to Boost Engagement and Sales on Your eCommerce Site32 Ways to Boost Engagement and Sales on Your eCommerce Site
32 Ways to Boost Engagement and Sales on Your eCommerce Site
 
The Perfect Email Remarketing Strategy for eCommerce
The Perfect Email Remarketing Strategy for eCommerceThe Perfect Email Remarketing Strategy for eCommerce
The Perfect Email Remarketing Strategy for eCommerce
 
Achieve high growth by keeping customers coming back to your ecommerce website
Achieve high growth by keeping customers coming back to your ecommerce websiteAchieve high growth by keeping customers coming back to your ecommerce website
Achieve high growth by keeping customers coming back to your ecommerce website
 
Understanding your customer psychographics without surveys or spending a lot ...
Understanding your customer psychographics without surveys or spending a lot ...Understanding your customer psychographics without surveys or spending a lot ...
Understanding your customer psychographics without surveys or spending a lot ...
 
How to Smarten Up Your Email Onboarding
How to Smarten Up Your Email OnboardingHow to Smarten Up Your Email Onboarding
How to Smarten Up Your Email Onboarding
 
Messenger Marketing & Chatbots: How To 10x Sales & Leads Before Your Competitors
Messenger Marketing & Chatbots: How To 10x Sales & Leads Before Your CompetitorsMessenger Marketing & Chatbots: How To 10x Sales & Leads Before Your Competitors
Messenger Marketing & Chatbots: How To 10x Sales & Leads Before Your Competitors
 
Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...
Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...
Data-Driven Storytelling: How To Use Qualitative and Quantitative Insights To...
 
Facebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This Year
Facebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This YearFacebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This Year
Facebook News Feed Armageddon Survival Guide: 10 Hacks To Stay Alive This Year
 
How to build a framework for customer empathy: Learning from a company that d...
How to build a framework for customer empathy: Learning from a company that d...How to build a framework for customer empathy: Learning from a company that d...
How to build a framework for customer empathy: Learning from a company that d...
 
Making Data Meaningful with Kissmetrics' Populations
Making Data Meaningful with Kissmetrics' PopulationsMaking Data Meaningful with Kissmetrics' Populations
Making Data Meaningful with Kissmetrics' Populations
 
Kissmetrics Webinar - Email in a Social World
Kissmetrics Webinar - Email in a Social WorldKissmetrics Webinar - Email in a Social World
Kissmetrics Webinar - Email in a Social World
 
How to Kick-Start Your Customer Lifecycle with Email Marketing
How to Kick-Start Your Customer Lifecycle with Email MarketingHow to Kick-Start Your Customer Lifecycle with Email Marketing
How to Kick-Start Your Customer Lifecycle with Email Marketing
 
Get on the bus with your prospects and join their journey to become your cust...
Get on the bus with your prospects and join their journey to become your cust...Get on the bus with your prospects and join their journey to become your cust...
Get on the bus with your prospects and join their journey to become your cust...
 
The Ultimate Growth Marketing Stack
The Ultimate Growth Marketing StackThe Ultimate Growth Marketing Stack
The Ultimate Growth Marketing Stack
 
The top 3 ingredients to drive more sales through video marketing
The top 3 ingredients to drive more sales through video marketingThe top 3 ingredients to drive more sales through video marketing
The top 3 ingredients to drive more sales through video marketing
 
How to identify your highest impact growth opportunities
How to identify your highest impact growth opportunitiesHow to identify your highest impact growth opportunities
How to identify your highest impact growth opportunities
 
E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...
E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...
E-Commerce Promotion 101: How to Use Non-Intrusive Popups to Generate More Sa...
 
Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...
Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...
Advanced Content Marketing and SEO: Higher Rankings and More Traffic in Less ...
 
7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...
7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...
7 Pitfalls That Will Ruin Your Analytics Data and Prevent You from Getting An...
 

Recently uploaded

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsSergiu Bodiu
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsRizwan Syed
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clashcharlottematthew16
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostZilliz
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfAlex Barbosa Coqueiro
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfAddepto
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfRankYa
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfPrecisely
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brandgvaughan
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii SoldatenkoFwdays
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024Lorenzo Miniero
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr BaganFwdays
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Scott Keck-Warren
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupFlorian Wilhelm
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLScyllaDB
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxLoriGlavin3
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsMiki Katsuragi
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxhariprasad279825
 

Recently uploaded (20)

DevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platformsDevEX - reference for building teams, processes, and platforms
DevEX - reference for building teams, processes, and platforms
 
Scanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL CertsScanning the Internet for External Cloud Exposures via SSL Certs
Scanning the Internet for External Cloud Exposures via SSL Certs
 
Powerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time ClashPowerpoint exploring the locations used in television show Time Clash
Powerpoint exploring the locations used in television show Time Clash
 
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage CostLeverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
Leverage Zilliz Serverless - Up to 50X Saving for Your Vector Storage Cost
 
Unraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdfUnraveling Multimodality with Large Language Models.pdf
Unraveling Multimodality with Large Language Models.pdf
 
Gen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdfGen AI in Business - Global Trends Report 2024.pdf
Gen AI in Business - Global Trends Report 2024.pdf
 
Search Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdfSearch Engine Optimization SEO PDF for 2024.pdf
Search Engine Optimization SEO PDF for 2024.pdf
 
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdfHyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
Hyperautomation and AI/ML: A Strategy for Digital Transformation Success.pdf
 
WordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your BrandWordPress Websites for Engineers: Elevate Your Brand
WordPress Websites for Engineers: Elevate Your Brand
 
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data PrivacyTrustArc Webinar - How to Build Consumer Trust Through Data Privacy
TrustArc Webinar - How to Build Consumer Trust Through Data Privacy
 
"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko"Debugging python applications inside k8s environment", Andrii Soldatenko
"Debugging python applications inside k8s environment", Andrii Soldatenko
 
SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024SIP trunking in Janus @ Kamailio World 2024
SIP trunking in Janus @ Kamailio World 2024
 
"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan"ML in Production",Oleksandr Bagan
"ML in Production",Oleksandr Bagan
 
Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024Advanced Test Driven-Development @ php[tek] 2024
Advanced Test Driven-Development @ php[tek] 2024
 
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptxE-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
E-Vehicle_Hacking_by_Parul Sharma_null_owasp.pptx
 
Streamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project SetupStreamlining Python Development: A Guide to a Modern Project Setup
Streamlining Python Development: A Guide to a Modern Project Setup
 
Developer Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQLDeveloper Data Modeling Mistakes: From Postgres to NoSQL
Developer Data Modeling Mistakes: From Postgres to NoSQL
 
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptxMerck Moving Beyond Passwords: FIDO Paris Seminar.pptx
Merck Moving Beyond Passwords: FIDO Paris Seminar.pptx
 
Vertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering TipsVertex AI Gemini Prompt Engineering Tips
Vertex AI Gemini Prompt Engineering Tips
 
Artificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptxArtificial intelligence in cctv survelliance.pptx
Artificial intelligence in cctv survelliance.pptx
 

KISSmetrics Summer 2012 State of AB Testing