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Why you should care about debugging machine learning models

O'Reilly on Data

Security vulnerabilities : adversarial actors can compromise the confidentiality, integrity, or availability of an ML model or the data associated with the model, creating a host of undesirable outcomes. The study of security in ML is a growing field—and a growing problem, as we documented in a recent Future of Privacy Forum report. [8].

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Utilize The Effectiveness Of Professional Executive Dashboards & Reports

datapine

Modern executive reporting consolidates key business metrics while outlining problems and solutions in which KPI dashboards are used to provide additional insights and serve as an added visual representation that usually lacks in executive reports and summaries. 90% of the information transmitted to the brain is visual.

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Create an Apache Hudi-based near-real-time transactional data lake using AWS DMS, Amazon Kinesis, AWS Glue streaming ETL, and data visualization using Amazon QuickSight

AWS Big Data

A database replication service such as AWS Database Migration Service (AWS DMS) can replicate the data from your source systems to Amazon Simple Storage Service (Amazon S3), which commonly hosts the storage layer of the data lake. Then we can query the data with Amazon Athena visualize it in Amazon QuickSight. Choose Visualize.

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15 best data science bootcamps for boosting your career

CIO Business Intelligence

The data science path you ultimately choose will depend on your skillset and interests, but each career path will require some level of programming, data visualization, statistics, and machine learning knowledge and skills. The 12-week data management course covers Python, data quality, data visualization, GDRP, and database management.

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Your Effective Roadmap To Implement A Successful Business Intelligence Strategy

datapine

Then for knowledge transfer choose the repository, best suited for your organization, to host this information. With all this information in hand, you can think about training opportunities such as workshops, seminars, and others. Rely on interactive data visualizations. Ensure data literacy. click to enlarge**.

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It’s the Amazon QuickSight Community’s 1st birthday!

AWS Big Data

First External Viz Challenge In the last year, AWS hosted its very first external data visualization design competition to invited QuickSight Service Delivery Partners. This enabled QuickSight Partners to show off their visual analytics and storytelling skills. See the 2022 to Q1 2023 list of Experts at the bottom of this post.

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Automate deployment of an Amazon QuickSight analysis connecting to an Amazon Redshift data warehouse with an AWS CloudFormation template

AWS Big Data

Amazon QuickSight is a fast business analytics service to build visualizations, perform ad hoc analysis, and quickly get business insights from your data. For this post, we use Amazon Redshift as the data source and create a QuickSight visualization using the Amazon Redshift sample TICKIT database. Create a visual.