Matt Miller, Chief Revenue Officer of The Observer-Reporter discusses the transformation of his advertising division to drive new revenue using data, modeling, segmentation and targeting.
SocialVention's #SocialMedia Training for the #Tulsa Regional ChamberCindy Morrison
The document provides best practices and strategies for using social media to increase sales, promote members, and add value for the Tulsa Regional Chamber. It recommends establishing goals and content calendars, focusing on relevant and non-sales content like events and member benefits. Key strategies include consistent branding, engaging customers through questions and appreciation, targeting ads cost-effectively, collaborating on social media, and highlighting members across different platforms like Facebook, Twitter, LinkedIn, Pinterest, Instagram, and YouTube. Metrics like contests, ad spending, and event outcomes demonstrate the impact of social media.
Cook Communications is dedicated to serving the marketing communications and advertising needs of small and medium-sized businesses and organizations in Rochester, Buffalo, Syracuse, Western New York and across New York State. We work in partnership with our clients to deliver business success through powerful, effective communications.
In a shifting market it’s very important to understand not only comparables, but also actives, absorption rates, months supply, and more when wanting to price a home properly.
Werbeplanung.at SUMMIT 16 – The Future of Advertising is Automation – Matthia...Werbeplanung.at Summit
The document discusses how automation is the future of advertising. It summarizes:
1) Advertising has shifted from planned broadcasts months in advance to targeted real-time ads delivered to individuals.
2) Automation can streamline the many manual steps involved in advertising by connecting buyers and sellers through a unified platform.
3) Key trends in advertising include the rise of programmatic advertising, mobile taking the majority of ad spending, and connecting previously siloed data and channels through automation.
The document discusses the changing landscape of advertising over time. It notes that while traditional advertising methods like print, radio, and direct mail used to be effective, the advertising world has increasingly moved to digital methods like SEO, SEM, retargeting, social media, email and text messaging. It argues that advertisers need to focus less on individual tactics and more on developing strategies that focus on the right prospects and create ROI through partnerships and bundled solutions.
Brands, agencies, and media providers must evolve to engage audiences in new ways. Shortened attention spans, ad blocking, and shifting media consumption require more personalized, contextual, and collaborative marketing. Effective digital engagements adapt content to the specific context and community, inviting audiences to engage further rather than forcing exposure.
Target will open "Superstores" in eight markets in 2017-2020 that will become national by 2021, offering groceries, pharmaceuticals, alcohol, clothing, home goods, electronics, and more all in one location. The document outlines Target's marketing plan to create 60% national and 90% local awareness of the new Superstores, including billboards, newspapers, TV, radio, and social media ads beginning in late 2017 in launch cities like New York, Los Angeles, Chicago, and others. The goal is to drive 15% higher traffic to the Superstores over standard Target stores.
This document provides tips for using social media for small businesses. It discusses knowing your audience, posting regularly, using analytics to understand engagement, developing a consistent brand voice, following the 80/20 content rule, and using targeted advertising. The presentation is given by representatives from SweetwaterNOW, a local news and advertising company with a large social media presence that helps local businesses with their social media strategies.
SocialVention's #SocialMedia Training for the #Tulsa Regional ChamberCindy Morrison
The document provides best practices and strategies for using social media to increase sales, promote members, and add value for the Tulsa Regional Chamber. It recommends establishing goals and content calendars, focusing on relevant and non-sales content like events and member benefits. Key strategies include consistent branding, engaging customers through questions and appreciation, targeting ads cost-effectively, collaborating on social media, and highlighting members across different platforms like Facebook, Twitter, LinkedIn, Pinterest, Instagram, and YouTube. Metrics like contests, ad spending, and event outcomes demonstrate the impact of social media.
Cook Communications is dedicated to serving the marketing communications and advertising needs of small and medium-sized businesses and organizations in Rochester, Buffalo, Syracuse, Western New York and across New York State. We work in partnership with our clients to deliver business success through powerful, effective communications.
In a shifting market it’s very important to understand not only comparables, but also actives, absorption rates, months supply, and more when wanting to price a home properly.
Werbeplanung.at SUMMIT 16 – The Future of Advertising is Automation – Matthia...Werbeplanung.at Summit
The document discusses how automation is the future of advertising. It summarizes:
1) Advertising has shifted from planned broadcasts months in advance to targeted real-time ads delivered to individuals.
2) Automation can streamline the many manual steps involved in advertising by connecting buyers and sellers through a unified platform.
3) Key trends in advertising include the rise of programmatic advertising, mobile taking the majority of ad spending, and connecting previously siloed data and channels through automation.
The document discusses the changing landscape of advertising over time. It notes that while traditional advertising methods like print, radio, and direct mail used to be effective, the advertising world has increasingly moved to digital methods like SEO, SEM, retargeting, social media, email and text messaging. It argues that advertisers need to focus less on individual tactics and more on developing strategies that focus on the right prospects and create ROI through partnerships and bundled solutions.
Brands, agencies, and media providers must evolve to engage audiences in new ways. Shortened attention spans, ad blocking, and shifting media consumption require more personalized, contextual, and collaborative marketing. Effective digital engagements adapt content to the specific context and community, inviting audiences to engage further rather than forcing exposure.
Target will open "Superstores" in eight markets in 2017-2020 that will become national by 2021, offering groceries, pharmaceuticals, alcohol, clothing, home goods, electronics, and more all in one location. The document outlines Target's marketing plan to create 60% national and 90% local awareness of the new Superstores, including billboards, newspapers, TV, radio, and social media ads beginning in late 2017 in launch cities like New York, Los Angeles, Chicago, and others. The goal is to drive 15% higher traffic to the Superstores over standard Target stores.
This document provides tips for using social media for small businesses. It discusses knowing your audience, posting regularly, using analytics to understand engagement, developing a consistent brand voice, following the 80/20 content rule, and using targeted advertising. The presentation is given by representatives from SweetwaterNOW, a local news and advertising company with a large social media presence that helps local businesses with their social media strategies.
This document discusses direct marketing strategies for restaurants, focusing on direct mail campaigns. It argues that most restaurant advertising produces only short-term results, while direct mail can build a business's sales and customer database over time. The document recommends a 4-step strategy: 1) Create a personalized 3-step direct mail campaign, 2) Identify the target "sweet spot" customer segment using POS data, 3) Obtain and scrub a mailing list of those customers, and 4) Mail the campaign pieces to the list at least 3 times for long-term results. Personalized direct mail is presented as a more effective marketing investment than other forms of advertising.
Armagedon is over, the strong are surviving, and green shoots of recovery are sprouting. But how do you take your business from surviving to thriving?
Kim Gilmore, President of Gilmore Marketing Concepts, Inc. is back, by popular demand, for a second seminar. Marketing 201: How to Market in a Down Economy will give you tips tricks and insider information on how to put your business name on the tips of everyone's tongues and get them to buy.
The days of purely ad-supported media are numbered. Declining print circulation and dirt-cheap online CPMs (not to mention ad blockers) are precipitating a new model for news organizations. And it’s a good one, much more dynamic, but also more stable, with more evenly distributed sources of revenue. This presentation offers a better understanding of the trends so that viewers may come away with hands-on strategies for identifying and selecting the revenue models that best match your current and future reader base.
This document summarizes a panel discussion on engaging millennials in business. It discusses 7 key topics: 1) millennials seek authenticity and transparency, 2) millennials live through mobile devices, 3) millennials embrace frequent personal engagement, 4) millennials love to co-create products and experiences, 5) millennials are price sensitive but will pay for value, 6) millennials speak a new language, and 7) millennials follow brands that give back. For each topic, the document provides strategies and examples for businesses to communicate authentically with millennials through social media, mobile apps, frequent engagement, co-creation, and philanthropic efforts.
Nightclub and Bar Convention 2017 - Building Loyal Clients In A Millennial's ...Jason Mitchell
Millennials are…? Can you answer this question? If not, you will need to if you want to build loyal customers in a millennial's world. Millennials currently account for one fourth of the entire population and $200 billion in annual spending power. They are self-reliant and socially engaged, are tech driven and utilize multiple communication channels and devices, are savvy and price sensitive when shopping, and seek authenticity in what they purchase. Although they can be challenging to engage and retain as customers, they can be very loyal to a brand once engaged. So how do we engage millennials and build them into loyal customers? This panel will discuss techniques you can use to build millennials into returning guests, over and over again.
Customers aren't for Christmas: a whitepaper from Cherry LondonPhemmie Wilkinson
This Christmas, brands will spend millions trying to entice customers to action – to choose their particular product or service over another, to get their message across, to get their Facebook post liked and shared...
Each will be trying to carve a unique space in people’s hearts “guaranteeing” their share of the Christmas buzz and spend. This year it has started earlier than ever – the blockbuster ads have been out for what feels like weeks, the mince pies are on the shelves and your Christmas ‘essentials’ could be found as early as August on some retailers’ shelves.
But just how important is marketing activity in getting customers to act? Is it even worth it or are people’s minds already made up? What can brands do to really connect? Does investment in a long term loyalty programme help?
And how can Brand Partnerships be used to help cut through in this increasingly over-whelming cluttered world?
Broad Street Interactive partners with over 2,500 local media websites across the United States to connect online users and advertisers. They target specific audiences through hyper-local ad placements on trusted local news sites. Broad Street Interactive provides transparency, tracking, and targeting to help clients meet their goals through this custom online ad distribution network.
Charting Your Course for Growth by Alena Pierce at Engage 2016Engage
Strategic Staffing Solutions is a certified women-owned business founded in 1990 that has experienced consistent growth, with $300 million in sales in 2015. They focus on healthcare, energy/utility, and financial services industries, serving over 3,000 consultants in 49 U.S. states and 7 European countries. Their four pillars that drive their success are setting a high bar, creating jobs, community involvement, and opportunity. Their keys to growth are industry focus on select customers, entrepreneurial spirit to find new solutions, and developing a strong culture aligned with their mission and values.
Hawthorne Credit Union created a "Looking Out For You" branding campaign to raise awareness and attract new customers in a competitive market. The campaign used direct mail, newspaper ads, radio spots, and community events to position Hawthorne as caring, trustworthy, and focused on helping customers. The results significantly exceeded expectations, with thousands of new accounts and loans generating millions in new deposits.
This document summarizes Doug McCorkindale's opening remarks at the Morgan Stanley Media & Communications Conference on May 5, 2005 in Washington DC.
McCorkindale discusses Gannett's strategy of expanding their range of products to appeal to different customers and advertisers. He notes their leading ad revenue growth over the past two years and mixed bag results so far in 2005, with continued softness in auto advertising. McCorkindale also highlights Gannett's growing non-daily publications, online revenues, and acquisitions. He argues their multi-platform approach increases their reach in local markets.
The Brand as Publisher Masterplan - Content Marketing for the Next DecadeSimon Penson
Content Marketing faces major challenges ahead with increasing competition forcing brands to execute better. That's where brand as publisher comes in. It's content marketing for the next decade!
Presentation at The Decatur-Morgan County Entrepreneurial Center to teach small business owners and entrepreneurs how to use market research to define a brand, prioritize marketing efforts, and grow business.
This document outlines a marketing strategy for businesses to partner with other local businesses, co-market to each other's customers, and generate referrals. By sharing deals and promotions on a local Facebook page and social media networks, businesses can cost-effectively reach thousands of potential new customers while building their customer lists. For a monthly fee, this service will set up the campaign including deal design, setup, and programming to share deals with partner businesses' customers and social networks. This viral marketing approach aims to increase sales and reduce advertising costs for participating businesses.
The document discusses an upcoming webinar on June 30th about creating perfect press releases and press kits. It provides tips on writing effective press releases, including using compelling headlines and quotes, and keeping the content focused on informing readers rather than selling. The webinar will teach small business owners and consultants how to conduct low-cost public relations and social media strategies.
The document discusses a promotional plan for Lucky Brand Jeans to increase revenue by 5% in 2010. It outlines researching customers through focus groups and other qualitative research to understand motivations and purchasing behaviors. A variety of promotional strategies are proposed, including limited newspaper coupons, radio advertisements during commuting hours, 30-second TV spots featuring celebrities, internet pop-ups and website placements. The plan predicts the various strategies will result in a 7% revenue increase, exceeding the 5% goal.
The document discusses branding and marketing strategies. It emphasizes that a brand is defined by what customers think of an organization, not just logos or slogans. It also stresses the importance of engaging customers and telling a company's story through various media platforms, both traditional and social media. The goal is to infiltrate markets and build brand support from the ground up by making customers feel invested in a company's message.
This public relations agency called DAEBAK Public Relation specializes in beauty, home, and lifestyle brands. It develops branding strategies, press plans, key messaging, and trains spokespeople for its clients. It also identifies media contacts and builds relationships with them. Additionally, it plans media events and provides desk-side appointments with editors. The agency generates revenue through project fees, payment-by-results, and subscriptions to its content like case studies. It targets the beauty, home, and lifestyle markets. Its website focuses on current clients, clean design with social feeds, case studies, and showing business results beyond just press hits.
The document summarizes how a student group created a local newspaper, website, and poster publication for their area. They focused on key areas like layout, product, and target audience. Their newspaper targets ages 26+ primarily but could also attract younger readers. It provides more local news coverage and less advertising than competitors. The student discusses how their project uses conventions of real local newspapers, including layout, color scheme, branding, journalistic writing style, and types of advertisements. They aimed to create a realistic product that potential readers would find appealing and informative.
Digitalworks.ai: Media Transformation in the Digital EraDaniel Williams
Enrique Ortiz, Founder, digitalworks.ai, will explain why a successful journey to digital revenue goes beyond implementing a set of technology, and how you must transform the organization and culture, putting the customer at the center of the publishing business model.
Local Media Association: Consumer Revenue Beyond SubscriptionsDaniel Williams
Jed Williams, Chief Innovation Officer, Local Media Association provides a glimpse into the playbooks of media organization's that are innovating the consumer relationships, and making money too.
This document discusses direct marketing strategies for restaurants, focusing on direct mail campaigns. It argues that most restaurant advertising produces only short-term results, while direct mail can build a business's sales and customer database over time. The document recommends a 4-step strategy: 1) Create a personalized 3-step direct mail campaign, 2) Identify the target "sweet spot" customer segment using POS data, 3) Obtain and scrub a mailing list of those customers, and 4) Mail the campaign pieces to the list at least 3 times for long-term results. Personalized direct mail is presented as a more effective marketing investment than other forms of advertising.
Armagedon is over, the strong are surviving, and green shoots of recovery are sprouting. But how do you take your business from surviving to thriving?
Kim Gilmore, President of Gilmore Marketing Concepts, Inc. is back, by popular demand, for a second seminar. Marketing 201: How to Market in a Down Economy will give you tips tricks and insider information on how to put your business name on the tips of everyone's tongues and get them to buy.
The days of purely ad-supported media are numbered. Declining print circulation and dirt-cheap online CPMs (not to mention ad blockers) are precipitating a new model for news organizations. And it’s a good one, much more dynamic, but also more stable, with more evenly distributed sources of revenue. This presentation offers a better understanding of the trends so that viewers may come away with hands-on strategies for identifying and selecting the revenue models that best match your current and future reader base.
This document summarizes a panel discussion on engaging millennials in business. It discusses 7 key topics: 1) millennials seek authenticity and transparency, 2) millennials live through mobile devices, 3) millennials embrace frequent personal engagement, 4) millennials love to co-create products and experiences, 5) millennials are price sensitive but will pay for value, 6) millennials speak a new language, and 7) millennials follow brands that give back. For each topic, the document provides strategies and examples for businesses to communicate authentically with millennials through social media, mobile apps, frequent engagement, co-creation, and philanthropic efforts.
Nightclub and Bar Convention 2017 - Building Loyal Clients In A Millennial's ...Jason Mitchell
Millennials are…? Can you answer this question? If not, you will need to if you want to build loyal customers in a millennial's world. Millennials currently account for one fourth of the entire population and $200 billion in annual spending power. They are self-reliant and socially engaged, are tech driven and utilize multiple communication channels and devices, are savvy and price sensitive when shopping, and seek authenticity in what they purchase. Although they can be challenging to engage and retain as customers, they can be very loyal to a brand once engaged. So how do we engage millennials and build them into loyal customers? This panel will discuss techniques you can use to build millennials into returning guests, over and over again.
Customers aren't for Christmas: a whitepaper from Cherry LondonPhemmie Wilkinson
This Christmas, brands will spend millions trying to entice customers to action – to choose their particular product or service over another, to get their message across, to get their Facebook post liked and shared...
Each will be trying to carve a unique space in people’s hearts “guaranteeing” their share of the Christmas buzz and spend. This year it has started earlier than ever – the blockbuster ads have been out for what feels like weeks, the mince pies are on the shelves and your Christmas ‘essentials’ could be found as early as August on some retailers’ shelves.
But just how important is marketing activity in getting customers to act? Is it even worth it or are people’s minds already made up? What can brands do to really connect? Does investment in a long term loyalty programme help?
And how can Brand Partnerships be used to help cut through in this increasingly over-whelming cluttered world?
Broad Street Interactive partners with over 2,500 local media websites across the United States to connect online users and advertisers. They target specific audiences through hyper-local ad placements on trusted local news sites. Broad Street Interactive provides transparency, tracking, and targeting to help clients meet their goals through this custom online ad distribution network.
Charting Your Course for Growth by Alena Pierce at Engage 2016Engage
Strategic Staffing Solutions is a certified women-owned business founded in 1990 that has experienced consistent growth, with $300 million in sales in 2015. They focus on healthcare, energy/utility, and financial services industries, serving over 3,000 consultants in 49 U.S. states and 7 European countries. Their four pillars that drive their success are setting a high bar, creating jobs, community involvement, and opportunity. Their keys to growth are industry focus on select customers, entrepreneurial spirit to find new solutions, and developing a strong culture aligned with their mission and values.
Hawthorne Credit Union created a "Looking Out For You" branding campaign to raise awareness and attract new customers in a competitive market. The campaign used direct mail, newspaper ads, radio spots, and community events to position Hawthorne as caring, trustworthy, and focused on helping customers. The results significantly exceeded expectations, with thousands of new accounts and loans generating millions in new deposits.
This document summarizes Doug McCorkindale's opening remarks at the Morgan Stanley Media & Communications Conference on May 5, 2005 in Washington DC.
McCorkindale discusses Gannett's strategy of expanding their range of products to appeal to different customers and advertisers. He notes their leading ad revenue growth over the past two years and mixed bag results so far in 2005, with continued softness in auto advertising. McCorkindale also highlights Gannett's growing non-daily publications, online revenues, and acquisitions. He argues their multi-platform approach increases their reach in local markets.
The Brand as Publisher Masterplan - Content Marketing for the Next DecadeSimon Penson
Content Marketing faces major challenges ahead with increasing competition forcing brands to execute better. That's where brand as publisher comes in. It's content marketing for the next decade!
Presentation at The Decatur-Morgan County Entrepreneurial Center to teach small business owners and entrepreneurs how to use market research to define a brand, prioritize marketing efforts, and grow business.
This document outlines a marketing strategy for businesses to partner with other local businesses, co-market to each other's customers, and generate referrals. By sharing deals and promotions on a local Facebook page and social media networks, businesses can cost-effectively reach thousands of potential new customers while building their customer lists. For a monthly fee, this service will set up the campaign including deal design, setup, and programming to share deals with partner businesses' customers and social networks. This viral marketing approach aims to increase sales and reduce advertising costs for participating businesses.
The document discusses an upcoming webinar on June 30th about creating perfect press releases and press kits. It provides tips on writing effective press releases, including using compelling headlines and quotes, and keeping the content focused on informing readers rather than selling. The webinar will teach small business owners and consultants how to conduct low-cost public relations and social media strategies.
The document discusses a promotional plan for Lucky Brand Jeans to increase revenue by 5% in 2010. It outlines researching customers through focus groups and other qualitative research to understand motivations and purchasing behaviors. A variety of promotional strategies are proposed, including limited newspaper coupons, radio advertisements during commuting hours, 30-second TV spots featuring celebrities, internet pop-ups and website placements. The plan predicts the various strategies will result in a 7% revenue increase, exceeding the 5% goal.
The document discusses branding and marketing strategies. It emphasizes that a brand is defined by what customers think of an organization, not just logos or slogans. It also stresses the importance of engaging customers and telling a company's story through various media platforms, both traditional and social media. The goal is to infiltrate markets and build brand support from the ground up by making customers feel invested in a company's message.
This public relations agency called DAEBAK Public Relation specializes in beauty, home, and lifestyle brands. It develops branding strategies, press plans, key messaging, and trains spokespeople for its clients. It also identifies media contacts and builds relationships with them. Additionally, it plans media events and provides desk-side appointments with editors. The agency generates revenue through project fees, payment-by-results, and subscriptions to its content like case studies. It targets the beauty, home, and lifestyle markets. Its website focuses on current clients, clean design with social feeds, case studies, and showing business results beyond just press hits.
The document summarizes how a student group created a local newspaper, website, and poster publication for their area. They focused on key areas like layout, product, and target audience. Their newspaper targets ages 26+ primarily but could also attract younger readers. It provides more local news coverage and less advertising than competitors. The student discusses how their project uses conventions of real local newspapers, including layout, color scheme, branding, journalistic writing style, and types of advertisements. They aimed to create a realistic product that potential readers would find appealing and informative.
Digitalworks.ai: Media Transformation in the Digital EraDaniel Williams
Enrique Ortiz, Founder, digitalworks.ai, will explain why a successful journey to digital revenue goes beyond implementing a set of technology, and how you must transform the organization and culture, putting the customer at the center of the publishing business model.
Local Media Association: Consumer Revenue Beyond SubscriptionsDaniel Williams
Jed Williams, Chief Innovation Officer, Local Media Association provides a glimpse into the playbooks of media organization's that are innovating the consumer relationships, and making money too.
BlueVenn: Guided Tour of BlueVenn Marketing PlatformDaniel Williams
BlueVenn is a browser-based customer data platform and service that allows marketers to understand customers through real-time data collection, segmentation, and journey orchestration to engage customers across channels. It has an intuitive interface for planning omnichannel customer journeys and uses automated segmentation and machine learning to predict behavior. During the guided tour, the architectural concepts and layers of BlueVenn were presented, including execution, decision, and data layers, followed by a question and answer session.
Tom Ratkovich, Managing Director, LEAP reviews the biggest takeaways from the 26th edition of The ROUNDTABLE, including highlights from the executive panel and other industry transformation case studies.
Tom Grubisich, Columnist, StreetFightMag.com, provides a scenic tour of the historical landscape of American cities, the intentional and thoughtful growth of emerging communities and the role that local media organizations can play in the transformation.
BlueVenn: Creating and Using the 'Golden Customer Record'Daniel Williams
Matt Dimond, Solutions Consultant, BlueVenn discusses the process of creating the Golden Record and use cases for media organizations to use a Customer Data Platform for maximizing and optimizing subscriptions and the retention timeline
Introduction to Leveraging CDP to Drive More RevenueDaniel Williams
Daniel Williams, Managing Director, LEAP introduces how media companies are leveraging their Customer Data Platforms (CDP) to drive new revenues through data analytics, scoring, modeling and segmentation on behalf of advertisers.
Yao Swanson, Analytics Manager, LEAP and Megan Vaughn, Marketing Analyst, LEAP preview the new predictive churn model using R-based regression modeling
Amber Wertz, E-Commerce Manager, LNP Media Group, describes successful initiatives with growing subscriptions by leveraging data analytics, segmentation and variable testing
The document summarizes the 2nd annual LEAP Summit held in Raleigh, NC from October 14-15, 2018. It discusses LEAP being acquired by BlueVenn in December 2017 and the introduction of the BlueVenn Marketing Platform and new agency services division. It also notes the expansion of offices in Raleigh and new licensing, hosting, and managed marketing services offered since the acquisition.
Predictably Improve Your B2B Tech Company's Performance by Leveraging DataKiwi Creative
Harness the power of AI-backed reports, benchmarking and data analysis to predict trends and detect anomalies in your marketing efforts.
Peter Caputa, CEO at Databox, reveals how you can discover the strategies and tools to increase your growth rate (and margins!).
From metrics to track to data habits to pick up, enhance your reporting for powerful insights to improve your B2B tech company's marketing.
- - -
This is the webinar recording from the June 2024 HubSpot User Group (HUG) for B2B Technology USA.
Watch the video recording at https://youtu.be/5vjwGfPN9lw
Sign up for future HUG events at https://events.hubspot.com/b2b-technology-usa/
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.
STATATHON: Unleashing the Power of Statistics in a 48-Hour Knowledge Extravag...sameer shah
"Join us for STATATHON, a dynamic 2-day event dedicated to exploring statistical knowledge and its real-world applications. From theory to practice, participants engage in intensive learning sessions, workshops, and challenges, fostering a deeper understanding of statistical methodologies and their significance in various fields."
Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You...Aggregage
This webinar will explore cutting-edge, less familiar but powerful experimentation methodologies which address well-known limitations of standard A/B Testing. Designed for data and product leaders, this session aims to inspire the embrace of innovative approaches and provide insights into the frontiers of experimentation!
ViewShift: Hassle-free Dynamic Policy Enforcement for Every Data LakeWalaa Eldin Moustafa
Dynamic policy enforcement is becoming an increasingly important topic in today’s world where data privacy and compliance is a top priority for companies, individuals, and regulators alike. In these slides, we discuss how LinkedIn implements a powerful dynamic policy enforcement engine, called ViewShift, and integrates it within its data lake. We show the query engine architecture and how catalog implementations can automatically route table resolutions to compliance-enforcing SQL views. Such views have a set of very interesting properties: (1) They are auto-generated from declarative data annotations. (2) They respect user-level consent and preferences (3) They are context-aware, encoding a different set of transformations for different use cases (4) They are portable; while the SQL logic is only implemented in one SQL dialect, it is accessible in all engines.
#SQL #Views #Privacy #Compliance #DataLake
End-to-end pipeline agility - Berlin Buzzwords 2024Lars Albertsson
We describe how we achieve high change agility in data engineering by eliminating the fear of breaking downstream data pipelines through end-to-end pipeline testing, and by using schema metaprogramming to safely eliminate boilerplate involved in changes that affect whole pipelines.
A quick poll on agility in changing pipelines from end to end indicated a huge span in capabilities. For the question "How long time does it take for all downstream pipelines to be adapted to an upstream change," the median response was 6 months, but some respondents could do it in less than a day. When quantitative data engineering differences between the best and worst are measured, the span is often 100x-1000x, sometimes even more.
A long time ago, we suffered at Spotify from fear of changing pipelines due to not knowing what the impact might be downstream. We made plans for a technical solution to test pipelines end-to-end to mitigate that fear, but the effort failed for cultural reasons. We eventually solved this challenge, but in a different context. In this presentation we will describe how we test full pipelines effectively by manipulating workflow orchestration, which enables us to make changes in pipelines without fear of breaking downstream.
Making schema changes that affect many jobs also involves a lot of toil and boilerplate. Using schema-on-read mitigates some of it, but has drawbacks since it makes it more difficult to detect errors early. We will describe how we have rejected this tradeoff by applying schema metaprogramming, eliminating boilerplate but keeping the protection of static typing, thereby further improving agility to quickly modify data pipelines without fear.
The Building Blocks of QuestDB, a Time Series Databasejavier ramirez
Talk Delivered at Valencia Codes Meetup 2024-06.
Traditionally, databases have treated timestamps just as another data type. However, when performing real-time analytics, timestamps should be first class citizens and we need rich time semantics to get the most out of our data. We also need to deal with ever growing datasets while keeping performant, which is as fun as it sounds.
It is no wonder time-series databases are now more popular than ever before. Join me in this session to learn about the internal architecture and building blocks of QuestDB, an open source time-series database designed for speed. We will also review a history of some of the changes we have gone over the past two years to deal with late and unordered data, non-blocking writes, read-replicas, or faster batch ingestion.
06-04-2024 - NYC Tech Week - Discussion on Vector Databases, Unstructured Data and AI
Discussion on Vector Databases, Unstructured Data and AI
https://www.meetup.com/unstructured-data-meetup-new-york/
This meetup is for people working in unstructured data. Speakers will come present about related topics such as vector databases, LLMs, and managing data at scale. The intended audience of this group includes roles like machine learning engineers, data scientists, data engineers, software engineers, and PMs.This meetup was formerly Milvus Meetup, and is sponsored by Zilliz maintainers of Milvus.
2. Observer Publishing Company
Our Market:
Pittsburgh DMA
20 miles south of the city
2nd oldest population in the country (Dade
County, FL)
Same people
Just “winter” in Miami
#1 newspaper reading city in the country
See “old people” bullets above
Two metro newspapers in PGH
Post-Gazette
Trib Total Media
3. Observer Publishing Company
Company Overview:
Independent, family-owned company
Daily newspaper started in 1808
Same family has owned since 1908
Recently “hired” 5th generation family member
Newspapers
Paid daily newspaper – 30k circ.
Free weekly newspaper – 30k circ.
Websites
Full compliment of niche publications
4. Observer Publishing Company
Revenue Diversification:
Reimagine Main Street
Digital agency
Launched January 2013
On track for $1.4m in 2016
Event Marketing Division
Launched November 2014
On track for $300k in 2016
5. Our original mission statement:
Solving
problems with
data none of us
has any idea
what to do
with…
6. Getting Started
Identify People
◦ No new hires
◦ Just added to current staffers
◦ Top level managers
spearheading
◦ “Techie” to put together proposals
◦ Launched with rep leadership
team
7. Getting Started
Training
◦ A bit of a learning curve
◦ Lots of self-training to get up and
running
◦ Leap uses Tableau
8. Data
Identify Data Sources
◦ Acxiom (through Leap)
◦ Subscribers
◦ Website registrations
◦ Events
◦ Contests
◦ Purchased lists (ex. people that filed bankruptcy)
◦ Google Analytics
◦ Etc.
Warehouse data
◦ All our data was in silos
◦ Imported it all into Leap’s MAXX database
9. Audience Engagement Blueprint
Goals
Goal 1: Define market
Goal 2: Identify and model customers
Goal 3: Use modeling to target prospects
that “look like” your customers
Goal 4: Plan, measure, analyze & repeat
10.
11.
12.
13.
14.
15.
16. Audience Composition
Your Customers:
Age Range: 70% are 45+
Home Owner: 85% Own
Residence Length: 52% lived in their
homes 11+ years
Working Women: 38%
Our Subscribers:
Age Range: 80% are 45+
Our subscribers are 114% more likely to fall in this age range
Home Owner: 95% Own
Residence Length: 65% lived in their
homes 11+ years
Our subscribers are 124% more likely to own their home 11+ years
Working Women: 47%
A comparison of your customers versus our subscribers
17. Multi-Media Strategy Recommendation
1. More than 60 percent of your donors are our subscribers
o “Shotgun” marketing
o The first layer of your campaign should be print media
2. Your customers are 150.7% more likely to respond to direct mail
o “Rifle” marketing
o Scrub your customer list against our subscriber list
o Create a “look-a-like” list of prospects in our market
o Utilize direct mail to target households you are not reaching through your
print media campaign
3. Layer in a tiered digital advertising campaign
o “Shotgun & Rifle” marketing
o Focus on your target market and you customer profile
19. Lessons Learned
o Steep learning curve
o Difficult to identify and bring in
quality prospects
o Educate at beginning and sell at end
of presentation
o Dumb it way down
o With a solid direct mail strategy
there’s business to be won
o Customers want to work with us