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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 benefits of machine learning in advertising

illumin

Machine learning and artificial intelligence technologies have come a long way in the past few years. Learn more about how machine learning is bringing value to advertising. One particular advancement in modern advertising that’s taking the marketing world by storm is machine learning.

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How to use AI and machine learning to personalize and optimize campaigns

Martech

AI is revolutionizing how marketers engage customers. Beyond how a chatbot like ChatGPT might change the way customers search, AI and machine learning models can also equip marketers with the power to personalize and optimize their messages to customers. Holub’s AI startup Vidora was acquired by mParticle in 2022.

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How machine learning frees up creativity and strategy for marketers

Venture Beat

While machine learning in ad tech won't replace humans, it can free marketers from tedious tasks and empower them to be superhuman. Read More.

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Inside ALDO’s in-house generative AI and machine learning strategy

Digiday

“Having machine learning and generative AI is something that people really are working on,” he said. Sign up for Digiday newsletters to get the latest on media, marketing and the future of TV. But all of them require to have a good foundation, from the data perspective, to be able to consolidate all of [the functionalities].”

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AI and machine learning in marketing: Are you deploying the right models? 

Martech

Now that consumers expect speed and hyper-personalization in all things, marketers have to find innovative ways to meet demands and maximize their budgets. To do this, marketers are turning to artificial intelligence and machine learning. In fact, there is a new term just for this – “AI Marketing.”

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Demand Forecasting and Machine Learning Platforms: How Machine Learning-based SaaS Tools and Solutions Can Help Brands Estimate Future Demand Based on Varied Demand Signals

Martech Series

This approach can be particularly useful for companies operating in dynamic markets. The goal of machine learning in demand forecasting: The goal of machine learning (ML) is to analyze and comprehend statistical data using algorithms that look for patterns. ML methods are quite adaptive and fruitful.