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Vijay Balasubramaniam

Vijay Balasubramaniam is a Sr. Partner Solutions Architect at Trifacta. He has over 15 years of experience helping large organizations manage their data sets and produce insights.

Analyze YouTube Channel Data With Dataprep and BigQuery

You have launched your YouTube channel with great fanfare! You have posted your first few videos, and the likes and comments are starting to flow in – hooray! Now what? Obviously you have invested a lot of effort in launching your channel. You want to monitor how your videos are doing, and how the audience […]

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Vijay Balasubramaniam  •  July 20, 2021

Data Preparation for the Lakehouse

The Lakehouse represents a new way of implementing a data architecture. It combines the best benefits of data warehouse and data lake architectures. In particular, a Lakehouse combines the high performance and ease of use of a traditional data warehouse with the flexibility and low cost of a data lake. However, an organization seeking to […]

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Vijay Balasubramaniam  •  May 25, 2021

Four Steps to Take After Training Your Model: Realizing the Value of Machine Learning

So, you have successfully trained a machine learning model after choosing the best algorithm and high-quality training data. Time to celebrate, right? Not quite! The best machine learning algorithms and models are of no use until you actually apply them to make predictions on future outcomes. Then, you must incorporate those predictions into your decision making. The business value […]

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Vijay Balasubramaniam  •  May 9, 2019

Wrangling Census Data to Predict the Location of Amazon HQ2

Last fall Amazon announced its search for a second headquarters, considering applications from a whopping 200 cities. Now, those initial 200 have been narrowed down to 20 “Amazon HQ2” hopefuls that span the country and include one Canadian city, Toronto. For these shortlisted cities, there is a lot at stake—the winning city stands to gain […]

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Vijay Balasubramaniam  •  July 12, 2018
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