Building a Lakehouse on the Microsoft Intelligent Data Platform
Explore Lakehouse architecture on Microsoft Intelligent Data Platform. Learn Synapse Analytics, Delta format, and Spark-based engines for efficient big data processing and analytics.
Roche's Maxim of Data Transformation - By Example
Explore Roche's Maxim through practical examples, learning to optimize data transformation processes for improved efficiency and effectiveness in data management.
New Features in Power Query for Power BI, Fabric, and Excel
Discover the latest Power Query features in Power BI Desktop, Fabric Dataflows, and Excel, enhancing data transformation capabilities.
Data Quality Revolution: The Fabric-OpenAI Approach
Master data cleaning techniques using Fabric and OpenAI to transform chaotic datasets into valuable insights, enhancing your data quality skills for improved analysis and decision-making.
Apache Flink for Sales Analytics - End-to-End Data Engineering Project
Develop an end-to-end sales analytics project using Apache Flink. Learn data ingestion, processing, complex transformations, and custom output formats for big data processing.
Building a Unified Feature Platform with DuckDB and Arrow
Explore ML feature platform development using DuckDB and Arrow. Learn scaling strategies, DuckDB extension implementation, DeltaLake interoperability, and performance comparison with Spark.
How to Create and Manage Azure Data Factory Using Terraform
Provision and manage Azure Data Factory with Terraform for scalable, serverless data integration and transformation in the cloud.
XML, XML Schema, XPATH, and XSLT - Introduction
Explore XML fundamentals, schemas, XPATH, and XSLT through practical exercises and real-world applications.
Become a Power Query Master in Excel in Less Than One Hour
Master Power Query in Excel: Learn to gather, clean, and transform data efficiently. Streamline your workflow, automate tasks, and optimize data preparation for analysis.
Exploring Anomalies in Authentication Logs with Autoencoders
Discover how autoencoders can enhance cybersecurity by detecting anomalies in authentication logs, overcoming limitations of traditional rule-based models and improving threat detection capabilities.
Building a Multi-Petabyte Data Platform on Delta Lake at Zalando
Zalando's journey transforming multi-petabyte data platforms: challenges, strategies, and lessons learned in migrating to modern data-mesh architectures using Databricks and AWS ecosystems.
Designing a Copilot for Data Transformation with Spark and SQL
Explore the design of an AI copilot for data transformation, focusing on unique challenges and solutions to enhance productivity. Includes demos and insights on LLM applications in programming.
The Pipes Library - How Plumbing Can Make Your Code More Expressive
Discover pipes, a powerful approach to writing expressive code for collection operations. Learn to efficiently transform, filter, and manipulate data with improved flexibility and composability compared to traditional methods.
Open the Paths - Translating Experiences to Data
Explore innovative methods for converting real-world experiences into meaningful data, enhancing decision-making and problem-solving across various fields and industries.
Master Power Query M Code and Data Shaping for Data Analysis
Master Power Query M Code for advanced data shaping and analysis. Learn M Code values, expressions, data types, operations, custom functions, and key functions like Table.AddColumn and Table.Group.
Fall in Love with Data Transformation - Using DBT for Effective Data Workflows
Master data transformation with DBT, exploring its integration with SQL and Python. Learn fundamental use cases and workflows to streamline data processes and enhance efficiency in modern data engineering practices.
Unlocking Advanced Processing Capabilities with OpenTelemetry
Discover how to optimize OpenTelemetry's processing capabilities for effective data transformation, filtering, sampling, and routing in distributed systems while managing costs and overhead.
Introduction to Postman Flows and FQL (Flow Query Language)
Discover how to leverage Postman Flows and FQL (Flow Query Language) to create automated API workflows and execute complex API testing scenarios without coding.
Data Models, PivotTables, and Power Query in Excel - Advanced Data Analysis Techniques
Master advanced Excel data analysis by combining PivotTables, data models, and Power Query to transform complex datasets into meaningful insights. Learn to create relationships, clean data, and generate powerful analytical reports.