GumGum Media's Data Science Journey on Databricks
Explore GumGum Media's data science evolution with Databricks, featuring insights from Sr. Engineering Manager Brendan Frick on leveraging advanced analytics for media innovation.
Databricks MLOps: Accessing Data with Dbutils FS in Azure, AWS, and GCP
Learn to access data using Dbutils FS in Azure, AWS, and GCP for Databricks MLOps. Master essential techniques for efficient data handling in cloud environments.
Kaggle Notebooks - Introduction to Cloud-Based Data Science Platforms
Explore Kaggle notebooks for seamless data access, free GPU usage, and efficient machine learning model development without complex local setups.
Evolution of Real-time User Engagement Event Consumption at Pinterest - Current 2023
Explore Pinterest's evolution in real-time event processing using Apache Flink, improving data quality and efficiency while saving millions in infrastructure costs and boosting user engagement.
Data Pipelines Evolution from Batch to Streaming
Explore the evolution from batch to streaming data pipelines using Apache Flink and Kafka. Learn strategies for seamless transition, including query-based connectors, change data capture, and handling late events.
Streaming vs. Batch Processing: The Future of Data Architecture
Explore the future of data processing with industry experts as they debate streaming vs. batch, adoption challenges, and best practices for real-time data architecture.
Stream Processing Solution for the Enterprise - Apache Flink Implementation and Support
Explore enterprise-level stream processing with Apache Flink. Learn about lifecycle management, SQL development, multi-tenancy, security, and deployment options for robust, scalable solutions.
Producing Apache Kafka Messages Using Apache Flink and Java
Learn to produce Apache Kafka messages using Apache Flink and Java in this comprehensive walkthrough. Covers Flink job setup, Kafka configuration, data generation, serialization, and execution verification.
Event Time and Watermarks in Apache Flink
Explore event time, processing time, and watermarks in Apache Flink for effective stream processing and window operations.
Connecting Disparate Systems in a Lightweight Way
Explore lightweight methods for connecting disparate systems in modern application development. Learn efficient integration techniques for streamlined system connectivity.
Where is Fuse 8? - The Future of Red Hat's Containerized Integration Solution
Discover the future of Red Hat's containerized integration solution beyond Fuse 7 and learn how to modernize Fuse 6 workloads for upcoming needs.
Building Realtime Data Warehouses from Scratch - End-to-End Data Engineering Project
Design and implement a real-time data warehouse with Apache Airflow, Kafka, and Pinot. Create custom hooks, ingest batch and streaming data, and visualize evolving data using Apache Superset.
Cognitive Services Extravaganza - Understanding Pre-Built AI for Developers
Explore Microsoft's Cognitive Services for easy AI integration. Learn pre-built AI applications, their use cases, and how to leverage them in your development projects.
Automated Machine Learning on Azure - Comparing Azure ML Service and Azure Databricks
Explore AutoML on Azure Machine Learning Service and Azure Databricks to quickly build and deploy ML models, reducing time and expertise required for preprocessing and model creation.
What's New and Cool in Azure Synapse Analytics
Discover recent updates and new features in Azure Synapse Analytics for end-to-end analytics, with practical demonstrations and scenario-based applications.
Delta Live Tables - Building Reliable ETL Pipelines with Azure Databricks
Build fast, reliable, and scalable ETL pipelines using Delta Live Tables on Azure Databricks. Learn declarative approaches and see demos of simple and complex streaming pipelines.
Model Creation in Azure AutoML and Ingestion Through Excel
Explore Azure AutoML for machine learning, from model creation to Excel integration via VBA, with a focus on practical applications and time-saving techniques.
Breaking Out of the Habit of Bulk Loading Everything - Lessons from Streaming Data Integration
Explore transitioning from bulk loading to streaming data integration, leveraging Azure services for real-time analytics and long-term storage in data warehousing.
The Future of Data Analytics: Adapting to the Shifting Technology Landscape
Explore Microsoft Fabric's revolutionary impact on data analytics, its key features, and the future trends shaping the technology landscape.
Building Tomorrow's Warehouse Today - Modern Data Warehouse Modelling Insights
Explore fundamental shifts in data warehousing architecture and processing design principles for modern, efficient data management and analysis.
Turbo Charge Your Data Science Workflow with Microsoft Fabric
Discover how Microsoft Fabric's SaaS platform enhances data science workflows, leveraging MLflow and Semantic Link for advanced machine learning model development.