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The Best Programming Languages for Digital Marketers

ConversionXL

You may want to create a simple prediction—or automate a few repetitive tasks in your PPC campaigns. For a newcomer, there are four programming languages worth learning: SQL*. Technically, SQL is a “declarative language,” not a programming language, but it has the “ functionality of a mature programming language.”.

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B2B Sales Outsourcing Is Dicey. Here’s How to Do It Right

Sales Hacker

Reasons to outsource include: Lack of expertise and experience in some sales functions (e.g. Scalability issues (you need SDRs only for some campaigns). Assigning sales functions to other departments (we’ve seen R&D doing sourcing). Some functions (e.g. This is the most outsourced sales function.

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Behavior-Based Attribution Using Google BigQuery ML

ConversionXL

Because with out-of-the-box tools, you’re limited by their functionality, data transformations, models, and heuristics. From start to finish: data collection; extract, transform, and load; Google BigQuery processing; and application—refining campaigns or reporting. Why create a custom attribution tool? The challenge of attribution.

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Google BigQuery: A Tutorial for Marketers

ConversionXL

Alternatives include Amazon Redshift , Snowflake , Microsoft Azure SQL Data Warehouse , Apache Hive , etc. Imagine you want to know how much revenue your campaigns generated… …and you sell houses. You can then say that userID X, who came on January 11 from Google Ads, brought us $500,000 in revenue. Another use case.

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How Machine Learning Can Finally Solve “(direct)/(none)”

ConversionXL

Urchin , later acquired by Google, invented an amazing way of measuring campaign performance by using last non-direct click attribution and first-party cookies. Train your model: I share sample SQL code in my prior article that covers, for example, how to train a model on users’ probability to buy in the next seven days.

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How to Nail Your First 90 Days as a CX Director

ConversionXL

During this stage, you want to meet the people doing the main activities in each function, not the managers. . After digging further, you may discover an advertising campaign where marketing promotes these products in-store and increases demand. How do you evaluate performance and make decisions on future campaigns?

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What Does the Future Hold for Conversion Optimization?

ConversionXL

More and more, people are using experimentation as a way to optimise not just sales – but also pricing, functionality, and product. Trends include: big data tools, data manipulation (SQL and alternatives), languages like Python, and deeper analyses (e.g., Conversion is expanding beyond just the core user experience. Image Source.