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AWS' Newest Official Partner: Speedscale

Speedscale is excited to join the AWS Partner Network (APN), the global community of partners who leverage Amazon Web Services (AWS) to build solutions and services for customers. AWS Partners are uniquely positioned to help businesses take full advantage of all that AWS has to offer and accelerate the journey to the cloud. As part of this achievement, Speedscale has completed the AWS Foundational Technical Review (FTR).

Choosing the Right Evaluation Metric

Is your model ready for production? It depends on how it’s measured. And measuring it with the right metric can unlock even better performance. Evaluating model performance is a vital step in building effective machine learning models. As you get started on Continual and start building models, understanding evaluation metrics helps to productionize the best performing model for your use case.

Budget Forecasting: What It Is and How To Do It

We often hear different terms used to describe forward-looking versions of a company’s financial statements. People frequently use these terms interchangeably, with some having a deeper understanding of the nuances in terminology than others. Forward-looking financial documents may include budgets, projections, forecasts, and pro forma financials.

ESG's Evolution in Financial Services-and Why Financial Leaders Need to Take Action

ESG stands for environmental, social, and governance. ESG investing refers to the consideration of these three factors alongside financial factors in the investment decision-making process, according to MSCI. ESG has evolved over the years and has recently made headlines as consumers become more aware of the environmental and societal impact of their investments.

5 Best Practices That Help with Agile Software Development

The Agile methodology has benefited software development for many years, enabling collaboration through an iterative process that speeds time-to-market and normally results in higher quality applications. But what is the Agile software development methodology? While it’s likely that most readers are already familiar with Agile, others may just be starting out in their development careers.

Spotting opportunities to write your own dev tools

For the last few months at work, I’ve been involved in quite a lot of data analysis work. Using monitoring tools such as Splunk the business has identified that a small portion of web and mobile users trying to access certain parts of their account details have been getting either extremely slow responses, or the calls are simply failing.

Top 5 ETL Tools For Heroku

When dealing with large data sets, it is not feasible to manage data transfers without tools that can efficiently scale. Heroku provides effective data management resources for managing data sets in your cloud data warehouse, but you still need tools that can make the ETL process simpler and as automated as possible. Here are the top five ETL tools for Heroku.

The Complete Guide to Using the Iguazio Feature Store with Azure ML - Part 4

Last time in this blog series, we provided an overview of how to leverage the Iguazio Feature Store with Azure ML in part 1. We built out a training workflow that leveraged Iguazio and Azure, trained several models via Azure's AutoML using the data from Iguazio's feature store in part 2. Finally, we downloaded the best models back to Iguazio and logged them using the experiment tracking hooks in part 3. In this final blog, we will.