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Developing Machine Learning (ML) & AI Models in AdTech [+Examples]

Clearcode

Machine learning (ML) and artificial intelligence (AI) have become a cornerstone of modern AdTech, transforming how advertisers run key programmatic advertising processes, such as audience targeting, media planning, and campaign optimization. What Is Machine Learning (ML)?

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The Evolution Of Programmatic: How DSPs and SSPs Are Redefining Their Value for Advertisers and Publishers

Ad Monsters

In doing so, they will enable advertisers to tell consistent and sequential stories across channels, targeting consumers with the right message via the right channel and at the right time: on mobile and out-of-home during the morning commute, on their desktop throughout the work day and via CTV in the evening.

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Privacy Signals, AI in Advertising & the Democratic Dilemma

Ad Monsters

For reasons that completely baffle me, the digital advertising industry congratulates itself for taking steps to eliminate third-party tracking cookies from the ecosystem, while replacing them with something equally bad from a consumer privacy perspective: various private signals that allow for one-to-one targeting.

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Cross-Channel Programmatic Advertising Strategies

The Ad Tech Blog

In the fast-evolving world of ad tech and AI advertising, cross-channel programmatic advertising has emerged as a powerful strategy to optimize ad performance and leverage AI for marketing insights. This approach allows advertisers to reach their target audience wherever they are, ensuring a seamless and consistent brand experience.

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User Consent and Privacy in Mobile Ads

The Ad Tech Blog

In the rapidly evolving world of mobile advertising, ensuring user consent and privacy is paramount. This transparency builds trust between users and advertisers, leading to better engagement and conversion rates. Without proper consent, advertisers risk legal repercussions and damage to their reputations.

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Privacy plus personalization: The new frontier of digital advertising

Martech

The current marketing paradigm reflects a concerted effort toward less invasive strategies, driven partly by regulatory frameworks such as the GDPR and CCPA, among others. The advertiser benefits from a higher match rate and faster data load time than cookie-synching. Projections show that digital marketing in the U.S.

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Federated Learning for Privacy-Preserving Ad Targeting

The Ad Tech Blog

In the evolving landscape of digital advertising, federated learning offers a promising solution for privacy-preserving ad targeting. Understanding Federated Learning Key Points Federated learning enables machine learning model updates without sharing raw data.