SpringML

A Comparison of Kubeflow & TFX

In this report, we compare two technologies that have come out of Google for managing machine learning Pipelines. The first is Kubeflow, which has been in development since 2018 and was originated as a way of bringing the ideas of TFX (used only internally at Google at the time) to the public via open source tools and is in the process of changing as many developments as open source tools come and go. The second is TensorFlow Extended (TFX) itself. Google announced that it would be making TFX available to the public at the end of 2018.

Comparison of Kubeflow & TFX

Workload Migration Made Easy Using Velostrata

This video showcases workload migration using Velostrata and everything it has to offer. The video covers: planning for workload migration using Velostrata; how to calculate the cost of migration and Google cloud consumption; planning for testing and data validation, and best practices on discovery and environment assessment.

Workload Migration Using Velostrata

Salesforce Einstein Analytics Dashboard Gallery

Whether you are an experienced Salesforce Einstein Analytics user or just exploring for the first time, SpringML’s Dashboard Gallery will help you envision an Einstein-first experience that will enhance your entire Salesforce platform.

Salesforce Einstein Analytics Dashboard Gallery

Digital Marketing and the State of Analytics

With data coming from multiple sources including, YouTube, GA360 and Adwords, UMG needed dashboards that would provide valuable insights so decision makers could make timely decisions about budgets, project plans, and future strategies.

AccuWeather: Gaining Insights Into Advertising Click-through Rates

AccuWeather is a global leader with over 55 years of global forecasting experience.  They are the most accurate and most trusted weather brand worldwide, serving over 30 billion data requests each day and providing forecasts in more than 100 languages and dialects. With the primary revenue on their website coming from Google ad placements, AccuWeather’s goals …

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Using Machine Learning to Deploy OCR in Salesforce

This video showcases how we use AI to process documents in Salesforce. This solution enables companies to extract insights from documents like drivers licenses, patient records, quotes or purchase orders by embedding within Lightning Components.

OCR app in Salesforce

Case Study: Universal Music Group

With data coming from multiple sources including, YouTube, GA360 and Adwords, UMG needed dashboards that would provide valuable insights so decision makers could make timely decisions about budgets, project plans, and future strategies.