Data Science 101

FEBRUARY 15, 2020

Microsoft Releases DeepSpeed for Training very large Models DeepSpeed is a new open-source library for deep learning optimization. Google Announces BigQuery Data Challenge Compete for $500 in Cloud Credits. This looks to be a fun way to get people using BigQuery. Google Announces BigQuery Data Challenge.

Data Science 112

Data Science Deep Learning Machine Learning Modeling 112

Sisense

APRIL 2, 2020

Tools of the Trade is your destination for data and analytics skill building: From dashboards and reports to embedding analytics and building custom analytic apps to SQL secrets and data deep-dives, whatever you need to know to be better at your job, you can find it here. 4 Ways to Join Only The First Row in SQL.

Data Warehouse 83

Data Warehouse Big Data Testing Software 83

AWS Big Data

MARCH 27, 2024

Amazon Redshift is a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. Analyze the data and then optimize as necessary. Complete the implementation tasks such as data ingestion and performance testing.

Testing 96

Testing Data Warehouse Metrics Cost-Benefit 96

AWS Big Data

OCTOBER 17, 2023

With Amazon Redshift, you can use standard SQL to query data across your data warehouse, operational data stores, and data lake. AWS Schema Conversion Tool (AWS SCT) could help you with initial bulk load from Azure Synapse Analytics, BigQuery, Greenplum Database, IBM Netezza, Microsoft SQL Server, Oracle, Snowflake, Teradata and Vertica.

Data Warehouse 81

Data Warehouse Data Processing Data Lake Management 81

Insight

MAY 20, 2020

If you are using Python (again, stick with Python unless you know Scala or Java or absolutely need APIs that are not available with Python), you’ll want to learn about Spark’s DataFrame API, which can be used interchangeably with Spark SQL calls. Those optimizations are a big reason why you’d want to use this newer API.

Data Warehouse 106

Data Warehouse Optimization Interactive Cost-Benefit 106

AWS Big Data

JANUARY 25, 2023

The key was to consolidate web logs from BigQuery and operational business data from Amazon Relational Data Service (Amazon RDS) into a single place and analyze data whenever they need. The SikSin team used the connector to extract web analytics logs from BigQuery and load them to an S3 bucket.

Visualization 73

Visualization Interactive Modeling Machine Learning 73

Cloudera

JUNE 9, 2022

Companies use CDF-PC for diverse data distribution use cases ranging from cybersecurity analytics and SIEM optimization via streaming data collection from hundreds of thousands of edge devices, to self-service analytics workspace provisioning and hydrating data into lakehouses (e.g: Data distribution customer use cases.

Data Collection 95

Data Collection IoT Data Lake Unstructured Data 95