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machine learning

  • Google released a batch of new monetization, targeting and measurement features for AdMob on Thursday, with a focus on (what else?) data privacy.

    Google’s AdMob Adds New Features To Help Developers Roll With Apple’s Privacy Changes

    Google released a batch of new monetization, targeting and measurement features for AdMob on Thursday, with a focus on (what else?) data privacy. “Everybody is thinking about how they can evolve in this new world,” David Mitby, Google’s senior director of product management for app ads, told AdExchanger.

  • Katia Walsh, SVP and chief strategy & AI officer, Levi Strauss & Co.

    Levi’s AI Chief Katia Walsh On Lifting Up Women And Fighting Algorithmic Bias

    Last year, Levi’s launched an in-house machine-learning bootcamp to help employees who don’t have a formal data science background learn about AI and develop new digital skills. More than 450 people applied for just 60 spots in the program. Roughly two-thirds of the first class were women, says Katia Walsh, head of AI at Levi’s.

  • AppLovin is in the process of fully integrating MAX and MoPub, which AppLovin bought from Twitter in October for around $1 billion.

    AppLovin Lays Out Its Post-MoPub Acquisition Plans

    AppLovin is in the process of fully integrating MAX and MoPub, which AppLovin bought from Twitter in October for around $1 billion. Since the acquisition, the number of apps monetizing with MAX, AppLovin’s in-app bidding software is up by more than 60%,, according to CEO Adam Foroughi.

  • Larry Adams, CEO & founder, LVA

    Diversifying The Data, With LVA Founder Larry Adams

    Marketers often rely on a combination of assumptions and incorrect, faulty data that perpetuates stereotypes. Former WarnerMedia executive Larry Adams experienced this firsthand and founded LVA, an “anti-racist” agency that uses proprietary technology to measure the level of inclusion in content.

  • Ali Manning, COO & co-founder, Chalice Custom Algorithms

    Realizing The True Potential Of ML Means Getting Outside Of Our Digital Advertising Box

    “Data-Driven Thinking” is written by members of the media community and contains fresh ideas on the digital revolution in media. Today’s column is written by Ali Manning, co-founder and COO of Chalice Custom Algorithms. In the future, the best, most successful brands will be the ones that can predict the future. And there’s no reason […]

  • What’s AI's Role In A Privacy-Centric Ad Landscape?

    “Data-Driven Thinking” is written by members of the media community and contains fresh ideas on the digital revolution in media. Today’s column is written by Melinda Han Williams, Chief Data Scientist, Dstillery.  Google’s announcement that its “data-driven attribution” – that its machine-learning-driven attribution modeling will be the default attribution method in Google Ads – took […]

  • Hawke Media Is Challenging Brands to “Dump” Their Agencies

    Erik Huberman, CEO and founder of marketing consultancy Hawke Media, has some pretty strong – if not outright harsh – words for most media agencies out there: “They’re full of [expletive].” Before founding the Los Angeles-based company in 2014, Huberman launched and sold two commerce companies – Swag of the Month and Ellie – and […]

  • YouTube Gaining More National Brand Advertising; A Missed Opportunity For Machine Learning

    Here’s today’s AdExchanger.com news round-up… Want it by email? Sign up here. Video Killed The TV Star Comcast’s and Google’s earnings calls last week mark two converging trends in brand advertising and the decline of linear TV. NBC is haggling with advertisers of the Olympics because ratings are down – 42% down – at the halfway […]

  • Sarah Rose, Kinesso

    AI, No Lie: A Definition And Review Of Marketing Use Cases

    “Data-Driven Thinking” is written by members of the media community and contains fresh ideas on the digital revolution in media. Today’s column is by Sarah Rose, SVP International Digital Operations, Data & Platform Ops at IPG’s Kinesso. Artificial intelligence is a heavy and complex topic with tons of deep ethical complications, confusing applications and unknown […]

  • SSP PubMatic Files For $75 Million IPO

    This SSP is going IPO. PubMatic is gearing up for a proposed $75 million initial public offering after filing an S-1 with the Securities and Exchange Commission on Friday. The company, founded in 2006, is one of the ad tech old guard and planning to list its Class A common stock on the Nasdaq Global […]

  • Google is revamping Google Analytics for a world in which privacy plays center stage and identifiers are exiting stage left.

    Google Analytics Gets A Major Privacy And Machine Learning-Focused Overhaul

    Google is revamping Google Analytics for a world in which privacy plays center stage and identifiers are exiting stage left. The new version of Google Analytics, released on Wednesday, was in beta for more than a year, and will now be the default experience for all users. The updated product includes privacy controls to help […]

  • When COVID-19 hit, the Google Ads team changed its product road map to meet evolving needs, particularly those of small businesses.

    Google Tweaks Its Product Road Map To Roll With COVID And Dishes On The 2022 Chrome Deadline

    When COVID-19 hit, the Google Ads team changed its product road map to meet evolving needs, particularly those of small businesses. And now some of those products are starting to hit the market, including a new trend discovery tool and new buying objectives. “We took a step back and asked ourselves how we could change […]

  • Oracle is sprucing up its customer data platform, CX Unity, with a little machine learning.

    Oracle Adds Machine Learning Capabilities To Its CDP

    Oracle is sprucing up its customer data platform, CX Unity, with a little machine learning. The platform will now support real-time behavioral data collection and personalization capabilities through Infinity, Oracle’s digital streaming technology. Infinity captures web event, app and point-of-sale data to help brands build realistic representations of the customer journey. That previously required repeated […]

  • Starting February 2021, Facebook will start limiting how many ads a page can run at any given time.

    Facebook To Start Capping Ad Volume In The Name Of Performance

    In February 2021, Facebook will start limiting how many ads a page can run at any given time. Facebook is making the announcement now so that developers have more than enough time to prepare for the change, said Graham Mudd, Facebook’s VP of product marketing for ads. The change will roll out between February and […]

  • CDP Audiens Snags $8 Million In Funding From Asian Tech Giant NHN

    Customer data platform Audiens closed an $8 million strategic investment from South Korean technology company NHN on Tuesday. What was it like to complete the company’s first big funding round during a global pandemic? “Nerve wracking,” joked Jonathan Brech, who was elevated from chief commercial officer to CEO of Audiens as part of the funding […]

  • Amperity: When It Comes To Selling CDP Tech, Honesty Is The Best Policy

    This is the third in AdExchanger’s “Meet the CDPs” series. Read previous interviews with mParticle, Acquia-owned AgilOne, Segment, ActionIQ, Lytics, Bluecore, Microsoft, Tealium, Optimove, Adobe, Treasure Data and BlueConic. Amperity is more than happy to explain to clients and prospects what its technology isn’t designed for. Candor helps win deals, said CEO Kabir Shahani, who co-founded the […]

  • Why Every Ad Tech Company Must Understand Differential Privacy

    Big tech is all in on differential privacy. It’s a foundational concept within Google’s Privacy Sandbox; Apple applies it to the study of diagnostic device, health and web browsing data; and, just last week, Facebook used differential privacy to protect a trove of data it made available to researchers analyzing the effect of sharing misinformation […]

  • DOJ/FTC Vertical Merger Rules Called 'Too Permissive'; Can Europe Grow Its Own Tech?

    Here’s today’s AdExchanger.com news round-up… Want it by email? Sign up here. Do Not Merge A group of antitrust economists filed comments on the new DOJ/FTC draft guidelines for vertical mergers, calling the new draft “excessively permissive” for large companies. Historically, antitrust cases focus on horizontal acquisitions, when a company buys a direct competitor. But old […]

  • Facebook’s Tips For Success: Focus On The Creative, Let The Machines Do The Work

    Facebook seems to exist within two alternate realities: The one in which it’s battered almost daily by a relentlessly negative news cycle, and the one in which advertisers, particularly performance marketers, never seem to put away their checkbooks. That second reality could be under threat. Facebook has been sounding the warning on privacy-related “ad targeting […]

  • How Indie CDP Amperity Taps AI On Behalf Of Brooks And Other Brands

    Salesforce and Adobe have lately rushed into the customer data platform category. But independent CDPs aren’t standing still. Amperity, a machine learning-focused CDP, lately updated its platform with new AI capabilities that can combine disparate consumer data into unified profiles, said Chris Jones, SVP of product management, who joined Amperity from Microsoft last year. Additionally, […]

  • Machine Learning Sits At The Heart Of Google’s New App Ads Products

    Machine learning is becoming central to user acquisition and app advertising at Google. On Wednesday, Google introduced five game developer-focused ads products, four of which are powered by some form of machine learning. The first new release, called pre-registration ads, for example, allows developers to reach Android users across the Play store, YouTube, search and […]

  • Podcast: Futurama With Datorama

    AdExchanger Talks is a podcast focused on data-driven marketing. Subscribe here. This week on the podcast, Katrin Ribant joins us in the studio for a discussion of the ever-more-complicated data landscape. Ribant spent many years at Havas and helped build its Artemis data platform before co-founding Datorama in 2012. “I was always very interested in the data […]

  • Increased Facebook Ad Prices Drive Revenue Growth

    Facebook might be weathering more headwinds than you can shake a stick at right now, but that didn’t stop it from posting gangbuster earnings on Wednesday. Revenue for the quarter clocked in at $11.97 billion, up 49% year over year – beating the Street’s estimate of $11.41 billion. Click here to read the release. Proof […]

  • Facebook’s Ad Chief: ‘What The World Really Wants To See From Us Is Action’

    Although a handful of advertisers have suspended their Facebook campaigns in the wake of the platform’s ongoing data scandal, most are staying the course. “Both advertisers and developers are very understanding about having some features removed that they were using,” said Mark Rabkin, Facebook’s VP of ads and business platform, who took the reins from […]

  • Innovid Acquires Contextual Data Specialist Taykey

    The interactive video ad server Innovid has acquired Taykey, a company that uses machine learning to extract contextual information about video, text and images to help inform ad buys. Terms of the deal, announced Thursday, were not disclosed. Innovid, which has 220 employees, will take on half – or about 20 members – of Taykey’s […]

  • Machine Learning Startup Amperity Exits Stealth Mode With An Eye On Helping Brands Do More With Their Data

    Personalization is a top agenda item for most brands, but data management technology still leaves something to be desired. Machine learning could provide the answer, said Kabir Shahani, CEO and co-founder of Amperity, a Seattle-based startup that came out of stealth on Thursday. Since raising $9 million in Series A in February, Amperity has been […]

  • Adobe Doubles Down On Academia To Get Smart About AI And Algos

    Adobe is looking to get schooled on AI and data science. While many technology giants foster relationships with academics by offering them lucrative part-time consultancy positions. Adobe is pursuing a different tack: dishing out $50,000 no-strings-attached grants to professors and doctoral students working on projects of joint interest. “What academia provides is more the advanced […]

  • Google Leans On Machine Learning And Scale For Smarter Display Ads

    Google rolled out a machine learning-powered display product called Smart display campaigns on Thursday. The product is now generally available to all advertisers buying native, image or text ads across the Google Display Network (GDN). Smart display campaigns are accessible via AdWords and reach more than 3 million GDN sites and apps on GDN now. […]

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