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Essential Growth Marketing Articles


16 startup metrics

16 more startup metrics

How to calculate CPM, CPC, CPA, CR, eCPM, eCPC, eCPA, and ROI

How to calculate the ideal maximum CPC

How to actually calculate CAC

The simple guide to drip email campaigns

Pricing Psychology: A list of pricing techniques

The modern data stack

What is statistical significance?

A Leader’s Guide to Causal Inference

Statistical significance in A/B testing

Marketing Incremental Lift Test 101

Beyond A/B testing: Multi-armed bandit experiments

Running and scaling a synthetic AB testing platform for marketing

Attribution models in marketing

Marketing attribution – Multi-touch ROAS models explained, tools reviewed, dilemmas answered

Marketing attribution modelling at Cazoo

Paid Search incrementality

Google BigQuery: A tutorial for marketers

How to use BigQuery in your digital marketing workflow

The complete guide to technical skills for marketers

The complete, always-updated guide to Facebook Advertising

How to prepare startups Google Ads for growth

Under the hood of Uber’s experimentation platform

How to build an A/B testing framework – Our VICE framework revealed

AirBnB Tech Blog: Growing our host community with online marketing

Introduction to Marketing Mix Modeling in Python

An upgraded Marketing Mix Modeling in Python

Level up your conversion rate in just a few lines of Python

An introduction to causal impact analysis

Introduction to web scraping using Selenium

Very simple Python script for extracting most common words from a story

Python code: From hypothesis test to online experiments with business cases

Google Ads reporting Python — Step by step guide

Why advertisers need to prioritize a first-party data strategy

The demise of the cookie and the rise of first-party data

The advanced intro to CDPs

Build your own CDP

An ultimate guide to Matching and Propensity Score Matching

Build a data driven attribution model using GA4, BigQuery and Python

Automating Offline Conversion Tracking in Google Ads

Implementing Marketing Analytics in R, pt.1

Implementing Marketing Analytics in R, pt.2

How to use NLP to identify what drives customer satisfaction

Python script: Google Autosuggest trends for niche keywords

Connecting BigQuery to Python: easy guide

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