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Data Lakes, Data Warehouses, and Big Data: What’s the Difference?

By |2020-12-28T15:03:02+00:00December 17th, 2020|

Introduction Many executives tasked with leading data projects face confusion about common data terms. What’s the difference between big data, a data lake, a data warehouse, and a data mart? When is big data “big enough”? Why does it matter? In this article, we break down the differences between the different terms so you [...]

31 Data Science Programming Frameworks and Interfaces

By |2020-12-28T15:03:02+00:00December 1st, 2020|

Introduction When considering a data science project, the names which get thrown around can feel a bit like word salad. Kafka? Spark? Keras? What are all these words, and why are they so important to data science? In this blog, we’ll present the why of programming frameworks and then introduce you to 31 programming frameworks [...]

Why We Love Python for Data Science

By |2020-12-28T15:03:02+00:00November 17th, 2020|

Introduction Aptude has served as expert data consultants to some of the most well-known companies in the world, including some we can’t name. Our clients span nearly every industry and ask us to help them with a variety of projects, including full-stack development, IT Service Management, data dashboarding, and UX/UI. And while we can do [...]

You Might Not Need to Hire a Data Scientist. Here’s Why.

By |2020-12-28T15:03:02+00:00November 12th, 2020|

Introduction Aptude has served as expert data consultants to some of the most well-known companies in the world, including some we can’t name. Our clients span nearly every industry and ask us to help them with a variety of projects. While we can do almost anything, some of our best work involves deep expertise in [...]

Data Engineering, Data Analysis, vs. Data Science: What’s the Difference?

By |2020-12-28T15:03:02+00:00November 10th, 2020|

Introduction As a leading provider of data-related services to our many industry-leading and blue-chip clients, we sometimes have to explain the difference between our various data-related capabilities. Aptude does a lot of high-profile data projects, which means we’ve developed breadth and depth of capabilities. If you’re looking for a clear return on investment (ROI) from [...]

  • Best practices for managing your nearshore team

Best Practices for Managing Your Nearshore Development Team

By |2020-09-02T21:56:24+00:00September 2nd, 2020|

Managing your nearshore development team is easier when you hire well from the very start. Adopting a set of best practices will help you get the most out of a nearshore development team that will result in a higher ROI within the organization. In this article, we’re sharing 8 best practices we’ve learned after [...]

Creating an Integrated Data Science Center of Excellence (COE)

By |2020-09-28T21:56:00+00:00June 19th, 2020|

A 5 step process for creating an Integrated Data Science Center of Excellence (COE) COE – Is a centralized data analytics hub surrounded by a selected group of highly intelligent experts that are like-mined and consistently aligned within business units to make better strategic decisions.  A company's success is established by managing resources conclusively, [...]

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