SQL Server Transactions in the Mortgage Industry
SQL Server transactions are a critical feature of SQL that ensures data consistency and integrity. Transactions are a way to group multiple database operations into a single, atomic unit of work. This means that either all the operations within the transaction are committed, or none of them are committed, ensuring that the database remains in …
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Why DEI Initiatives & Boards May Not Be The Answer
Why DEI Initiatives & Boards May Not Be The Answer Data analytics is an ever-growing field, with the potential to revolutionize the way businesses and organizations operate. However, this potential can only be tapped into if the data analytics departments are truly diverse, equitable, and inclusive. While establishing DEI initiatives and boards is a great …
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SQL Server Normalization in the Retail Industry
SQL Server Normalization in the Retail Industry SQL Server normalization is a crucial process of organizing data in a database to ensure it is efficient, consistent, and free of redundancy. This process can help ensure that data is organized in a way that makes it easy to access and maintain. In the context of the …
SQL Server Subqueries in the Healthcare Industry
SQL Server Subqueries are a critical aspect of SQL that enables developers and data analysts to write nested queries within their primary query. By allowing for the creation of complex queries, SQL Server Subqueries provide developers with more significant control and flexibility in their data analysis. These subqueries can be used to perform various operations, …
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The Future Leaders of Data Science At The Data Talent Showcase
See The Future Leaders of Data Science in Action At Our Data Talent Showcase Event Are you interested in learning more about the future leaders of data science? Join us for our Data Talent Showcase Event, where you will get to see the next generation of data scientists in action! We will be showcasing some …
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Serving Jupyter Notebooks to Thousands of Users
Serving Jupyter Notebooks to Thousands of Users In our organization, Colaberry Inc, we provide professionals from various backgrounds and various levels of experience, with the platform and the opportunity to learn Data Analytics and Data Science. In order to teach Data Science, the Jupyter Notebook platform is one of the most important tools. A Jupyter …
Load Testing Jupyter Notebooks
Load Testing Jupyter Notebooks Introduction Consider this scenario: you set up a JupyterHub environment (to learn more, go to the JupyterHub section below) so that over 1000 participants of your online workshop can access Jupyter notebooks in JupyterHub. How do you ensure that the workshop runs smoothly? How do you ensure that the cloud servers …
Changing Roles in Data Science
A LinkedIn post by Eric Weber on career paths originating from Data Science started me thinking along the same lines. Through this blog, it is my humble intention to curate the different changing roles that have evolved in Data Science, as well as speculate on how these new roles came into being. When I first …
AWS DeepRacer Workshop With Colaberry
Ready, Set, AWS DeepRacer It was a bright Friday afternoon in July in the lovely city of Boston, Massachusetts. We had close to 30 participants ready to race their cars. Sounds straight out of a Fast and Furious movie, right? What if I told you that these participants were actually racing autonomous vehicles on a …
Remote Work is the New Normal: How Colaberry Graduates Are Geared Up to Face any Challenge
Remote Work is the New Normal: How Colaberry Graduates Are Geared Up to Face any Challenge Remote work is now the new normal. Companies are having to brief employees on how to use popular video conferencing tools like Zoom or Google Meetup just to keep productivity moving along. Managers are having to lead this drastic …