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Snowflake — First concepts
Snowflake is an analytical DW (Data Warehouse) considered as a SaaS (Software as a Service) that provides a data warehouse that has some advantages, such as that the user doesn’t need to manage any…
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Getting Started with Snowflake ❄️
Whether you’ve heard of Snowflake Inc. from its record-breaking IPO this September, or from its ever-growing presence in data job ads, there is definitely a lot of hype around this company at the…
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7 reasons snowflake might not be the right option
The data warehouse is a key component of any organization’s IT strategy, serving as the central repository for all data. It is generally considered to be an expensive component to deploy and…
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Snowflake and Dask
Snowflake is the most popular data warehouse among our Saturn users. This article will cover efficient ways to load Snowflake data into Dask so you can do non-sql operations (think machine learning)…
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What You Can Do With Snowflake
Snowflake is a popular cloud-based data storage and analytics service. Personally, when I examine new technologies and products, I would like to have a summary of the most important features. This…
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Why You Need To Know Snowflake As A Data Scientist
Maybe you heard of this name somewhere but still are not sure what exactly Snowflake does as a data warehouse and what makes it different compared to other platforms. I just started knowing more…
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Revolutionary features of Snowflake that sets it apart — A Deep dive
Lately, I got the chance to attend Snowflake summit in Sydney. I learnt a few things and thought to try it on the actual data. Tentative at first but after using it on 40GB of data, I realized there…
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Snowflake with Spark
Snowflake is a cloud-based SQL data warehouse that focuses on a great performance, zero-tuning, diversity of data sources, and security. The Snowflake Connector for Spark enables using Snowflake as…
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Data Analysis with Snowflake
Example using Snowflake Database to load NOAA weather data staged in a cloud storage bucket. Data cleaning in SQL and authenticating Snowflake to external cloud storage bucket.
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Using Snowflake? Don’t Make These Expensive Mistakes
Since the beginning of (database) times, databases have always been there for us, up 24/7, eagerly waiting to serve the next query. I am pretty sure that if we were to add all the database idle time…
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Car buying is fun with Snowflake
Like everyone else, I found car buying process complex and time consuming. Mainly so because one has to visit many dealer’s website for inventory to look for the perfect car with all the desired…
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Implementing Snowflake Algorithm in Golang
Snowflake in action Photo by Aaron Burden on Unsplash The background of the snowflake algorithm is, of course, the demand for unique ID generation in the high concurrency environment of Twitter. Than...
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Accessing Snowflake with R
Snowflake is a well known cloud-based database. It’s used for Data Warehouses and other big data applications. In this article and the following ones I want to show how to setup and access a snowflake...
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Terraforming Snowflake
Snowflake is a managed cloud data warehouse solution. It is similar to BigQuery or Redshift, but has some unique features like separation of compute and storage and strong support for semi-structured…...
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Intelligent computing in Snowflake
In a little over a week, I’m heading over to Snowflake’s inaugural user summit in San Francisco, where I’ll be speaking on data sharing in the Australian Private Health Insurance industry. Not only…
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Snowflake DARK Mode
I’ve been tinkering with the Snowflake Data Warehouse for a while now. I think it is the best data warehouse on the market at the moment considering it’s performance, scalability and other unique and…...
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Car buying is fun with Snowflake Part 3
In part 2, entire pipeline to ingest data into Snowflake was automated using Azure Logic App and SnowPipe. JSON Data was loaded in Snowflake landing table with a single 1 column called JSON_DATA…
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Machine Learning on Snowflake
Snowflake is one of the leading data platforms out there. In this article, we will explore the capabilities of its’ snowpark Python library Photo by Aaron Burden on Unsplash Throughout this article, ...
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5 Things to Know Before Using Snowflake’s Native Data Classification
Get the lowdown on Snowflake’s PII detection feature Photo by AbsolutVision on Unsplash In today’s world, data collection and processing are regulated and organizations have no choice but to comply w...
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Snowflake Best Practices for Users, Roles, and Permissions
A guide to setting up your data warehouse the right way Continue reading on Towards Data Science
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Everything You Need to Know About Snowflake Parameters (Part 2)
In the first part of this two-part series, you learned how Snowflake parameters worked. In this final part, learn about the important ones.
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Cooking with Snowflake
Simple recipes & instant gratification on your Data Warehouse Generated using Midjourney (paid subscription) The Snowflake community is rife with information dumps on how to optimize expensive querie...
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Is Snowflake a Data Warehouse for Analytics and Insights?
There’s an important difference between the analytics terms “virtual warehouse” and “data warehouse.” Here’s what you need to know Continue reading on Better Programming
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Using Machine Learning Models to make Prediction directly from Snowflake
Often, we are faced with the scenarios (and myself recently), where the model which was deployed by the data scientist runs on a schedule and whether that’s once an hour, once a day, or once a…
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