Machine Learning

Machine Learning

Apr
29
Marketing Science: Using Confusion Matrix and Cost Function to Optimize Acquisition Marketing ROAS

Marketing Science: Using Confusion Matrix and Cost Function to Optimize Acquisition Marketing ROAS

In my Day to Day Job, most of my conversations are around Data Driven Marketing and leveraging the power of
3 min read
Jul
27
Navigating the Digital Storm: Empowering Data-Driven Marketing with MLOps

Navigating the Digital Storm: Empowering Data-Driven Marketing with MLOps

As digital marketing evolves, machine learning (ML) provides a path to crafting personalized campaigns. However, these algorithms require understanding of
4 min read
Jul
13
Part 2: Unlocking Customer Insights: Leveraging GA4 Data in BigQuery for Enhanced Customer Segmentation

Part 2: Unlocking Customer Insights: Leveraging GA4 Data in BigQuery for Enhanced Customer Segmentation

0:00 /0:27 1× Welcome to Part 2 of the blog series on customer segmentation using GA4 data and
3 min read
Jun
25
Harnessing Tech Maturity to Counteract Search Abandonment in Retail

Harnessing Tech Maturity to Counteract Search Abandonment in Retail

Harnessing Technological Advancements to Counteract Search Abandonment in Retail
4 min read
Jun
16
Marketing Attribution Techniques: MMM, MTA, and Algorithmic Attribution

Marketing Attribution Techniques: MMM, MTA, and Algorithmic Attribution

Complex marketing attribution topic with examples of different techniques used to solve for it.
3 min read
Jun
10
Unlocking the Power of Causal Inference for Marketing Analytics

Unlocking the Power of Causal Inference for Marketing Analytics

In the ever-changing world of marketing analytics, it is critical to understand the true impact of marketing initiatives to drive
3 min read
Jun
10
Multi Touch Attribution

Multi Touch Attribution

In the ever-evolving landscape of digital marketing, understanding the true impact of each marketing touch-point is crucial for optimizing campaigns
4 min read