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#Data Profiling

Showing: 10 courses
Databricks

Data Quality Tools Comparison for Continuous Data Imports

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Comparison of open-source data quality tools for continuous imports, covering maturity, documentation, extensibility, and features like data profiling and anomaly detection.
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17 Lesons
28 minutes
On-Demand
Free-Video
Prodramp

Python Pandas Profiling - Why Data Profiling Is Important for You

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Learn to generate detailed, interactive dataset reports using pandas-profiling. Explore column details, interactions, correlations, and more with just a few lines of code.
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20 Lesons
33 minutes
On-Demand
Free-Video
PASS Data Community Summit

Adding Data Quality - Kimball Data Warehouse

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Learn to enhance small to mid-size Kimball data warehouses with a design architecture for capturing, measuring, and relating data quality issues to existing fact and dimension tables.
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31 Lesons
50 minutes
On-Demand
Free-Video
PASS Data Community Summit

Data Quality Round-trip in the MS Dataplatform

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Explore comprehensive data quality solutions using Microsoft's Data Platform, including Machine Learning, Azure Data Factory, and SQL Server 2019, to address and resolve data quality challenges.
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25 Lesons
1 hour 15 minutes
On-Demand
Free-Video
Tech Field Day

Optimizing Telemetry Data Analysis and Log Management with Mezmo

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Master telemetry data optimization techniques for DevOps and SREs - from data profiling and cost management to real-time monitoring and sensitive data handling in observability platforms.
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1 Lesons
32 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Fighting Pipeline Debt With Great Expectations

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Learn to combat pipeline debt using Great Expectations, an open-source library for data validation, documentation, and profiling in complex data systems.
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1 Lesons
39 minutes
On-Demand
Free-Video
NashKnolX

Data Profiling and Quality Analysis: Understanding, Assessing, and Enhancing Your Data

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Explore essential practices for understanding, assessing, and enhancing data through profiling and quality analysis techniques.
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1 Lesons
45 minutes
On-Demand
Free-Video
NashKnolX

Techniques for Effective Test Data Management in Test Automation

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Master strategies for efficient test data handling in automated testing, enhancing accuracy and streamlining processes.
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1 Lesons
45 minutes
On-Demand
Free-Video
NashKnolX

Data Profiling and Quality Analysis Framework

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Develop a systematic approach to assess data quality, completeness, and integrity using profiling techniques and analysis frameworks for improved data management.
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1 Lesons
56 minutes
On-Demand
Free-Video
Databricks

Lakehouse Monitoring - Profiling, Diagnosing, and Enforcing Data Quality with Intelligence

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Discover how Databricks Lakehouse Monitoring enhances data pipeline and ML model oversight, ensuring quality and governance for a self-serve data platform through continuous assessment and intelligent issue prevention.
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1 Lesons
42 minutes
On-Demand
Free-Video