projects

Opening Pandora’s Box: Conquer the 7 “Bringers of Evil” in Data Cloud Migration and Greenfield Projects

A guide to conquering cloud migration challengesPandora, the primary mortal woman, was created by the gods as a part of Zeus’s plan to punish humanity for Prometheus’s theft of fireside .She was gifted with...

How one can Handle Imbalanced Datasets in Machine Learning Projects

Techniques to handle imbalanced datasets, examples, and Python snippetsThe model’s seemingly strong performance is driven by the bulk class 0 in its goal variable. Because of the evident imbalance between the bulk and minority...

Recommendations on The way to Manage Large Scale Data Science Projects

Use the following pointers to maximise the success of your data science projectManaging large-scale data science and machine learning projects is difficult because they differ significantly from software engineering. Since we aim to find...

Deploying dbt Projects at Scale on Google Cloud

Managing data models at scale is a standard challenge for data teams using dbt (data construct tool). Initially, teams often start with easy models which are easy to administer and deploy. Nonetheless, because the...

How you can Deliver Successful Data Science Consulting Projects

Given the above similarities and differences between data science consulting and other classes of consulting, it's natural to ask how we'd adapt our approach to make sure the long run success and viability of...

MIT-Takeda Program wraps up with 16 publications, a patent, and nearly two dozen projects accomplished

When the Takeda Pharmaceutical Co. and the MIT School of Engineering launched...

Scale your Machine Learning Projects with SOLID Principles

The way to write code that scales and accelerates your work as a knowledge scientist or machine learning engineer.Once I was a junior Data Scientist, my goal was to write down code that simply...

Why Data Projects Fail to Deliver Real-Life Impact: 5 Critical Elements to Watch Out for as an Analytics Manager

A straightforward guide to know the macro-elements that may negatively impact your workEver found yourself deep in a knowledge project, only to understand it’s going nowhere? It’s a more common feeling than you would...

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