Machine Learning
As digital marketing evolves, machine learning (ML) provides a path to crafting personalized campaigns. However, these algorithms require understanding of their inherent complexities. This is where Machine Learning Operations (MLOps) comes into play. MLOps ensures your marketing strategies stay current, leveraging real-time data to drive your marketing endeavors forward.
Google Analytics
0:00 /0:52 1× Welcome to Part 3 of our blog series on customer segmentation using GA4 data and BigQuery Vertex AI. In this final installment, I will guide you through the exciting process of training and evaluating ML models using BigQuery ML's powerful K-Means algorithm.
Machine Learning
0:00 /0:27 1× Welcome to Part 2 of the blog series on customer segmentation using GA4 data and BigQuery Vertex AI. In this installment, I will guide you through the crucial step of preparing a flat table as your training dataset. By transforming the complex data structure of
Google Analytics
0:00 /0:44 1× Welcome to our comprehensive 3-part blog series, where we will dive deep into the world of customer segmentation using GA4 data and leveraging the power of BigQuery Vertex AI. In this series, we will explore the process of unlocking valuable insights from your data
SAP
The world's largest enterprises rely heavily on SAP to operate their most critical business systems. These systems generate a wealth of business data that is considered among the most valuable assets within an organization. This data provides indispensable insights into various facets of business operations including supply chains,
Google Analytics
As a new age of digital analytics dawns, we say goodbye to Universal Google Analytics and embrace the dynamic world of GA4. Universal Analytics has officially ceased its data processing operations from this day forward. This shift signifies that Universal Analytics properties, even those nestled within accounts with 360 properties,
Generative AI
MarTech
Harnessing Technological Advancements to Counteract Search Abandonment in Retail
Google Analytics
Looker Studio made a fantastic release note announcement for marketers and analysts who use Looker to create a dashboard leveraging data from their Google analytics system. They have added a number of new fields via a refresh of GA4 API. Looker Studio has updated its Google Analytics 4 (GA4) API
MarTech
Complex marketing attribution topic with examples of different techniques used to solve for it.
MarTech
In the ever-changing world of marketing analytics, it is critical to understand the true impact of marketing initiatives to drive business growth. While traditional statistical analysis provides insights, it often falls short in establishing causal relationships. This is where causal inference techniques, such as Propensity Score Matching (PSM), come
Machine Learning
In the ever-evolving landscape of digital marketing, understanding the true impact of each marketing touch-point is crucial for optimizing campaigns and driving maximum ROI. Multi-Touch Attribution (MTA) is a powerful approach that provides marketers with insights into the contributions of various marketing channels and touchpoints along the