PASS Data Community Summit Courses

Introduction to Google Cloud Platform

Explore Google Cloud Platform's infrastructure, databases, and machine learning offerings. Learn its strengths, differentiation from competitors, and successful enterprise use cases in this comprehensive introduction.

• YouTube
• 1 hour 36 minutes
• On-Demand
• Conference Talk

The New ML Lifecycle - Deploying and Managing

Explore the challenges and solutions in adapting infrastructure for ML deployment, including automation, integration, and governance at scale. Learn best practices for the new ML lifecycle.

• YouTube
• 44 minutes
• On-Demand
• Conference Talk

Power Query and Power BI - Analytics

Explore Facebook data analysis using Power Query and Power BI. Learn to extract insights from your feed trends and photo locations for personalized self-service business intelligence.

• YouTube
• 28 minutes
• On-Demand
• Conference Talk

Power BI From 0 to Hero - Analytics

Comprehensive Power BI tutorial covering data loading, modeling, report design, and advanced features. Learn to create impactful visualizations and leverage Power BI's full potential for data analysis.

• YouTube
• 59 minutes
• On-Demand
• Conference Talk

Stepping into Data Science - Predictive Analytics

Explore data science processes, feature engineering, and predictive analytics using Python. Learn to create training and predictive experiments with practical examples and machine learning techniques.

• YouTube
• 1 hour 5 minutes
• On-Demand
• Conference Talk

Aggregations in Power BI

Learn to optimize Power BI performance with aggregations, exploring table storage modes, setup, and configuration. Enhance query speed and efficiency in this comprehensive session on advanced data modeling techniques.

• YouTube
• 57 minutes
• On-Demand
• Conference Talk

Visualization Best Practices for Explainable AI

Explore machine learning visualization techniques for explainable AI across industries, covering model understanding, data analysis, and performance evaluation using Jupyter, Python, and Power BI.

• YouTube
• 58 minutes
• On-Demand
• Conference Talk

Analytics on AWS

Explore AWS analytics services like Data Migration, S3, Athena, and QuickSight. Learn to build cloud-based analytics solutions using Amazon's infrastructure, platform, and software services.

• YouTube
• 58 minutes
• On-Demand
• Conference Talk

Empower Your Business Decisions with AIaaS - Using Azure Cognitive Services

Explore Azure Cognitive Services' Vision category to enhance business decisions with AI models. Learn about Face API, Computer Vision, and Form Recognizer for practical AIaaS implementation.

• YouTube
• 56 minutes
• On-Demand
• Conference Talk

Intro to PowerApps

Learn to create business apps using PowerApps, a no-code solution. Discover how to build apps with drag-and-drop tools and Excel-like expressions, connecting to various data sources like SharePoint and SQL.

• YouTube
• 1 hour 6 minutes
• On-Demand
• Conference Talk

Using the Power Platform to Radically Change Your Business

Explore how Microsoft Flow, PowerApps, and Power BI can revolutionize your business operations, enhance efficiency, and drive innovation through the Power Platform's integrated capabilities.

• YouTube
• 1 hour 12 minutes
• On-Demand
• Conference Talk

Virtual SQL Server Performance Deep Dive

Explore virtualization's impact on SQL Server performance, covering CPU scheduling, storage, networking, and optimization techniques for maximum efficiency in virtual environments.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Conference Talk

TDE, Encryption, and Compliance With Azure Key Vault - Zero To Hero

Learn to secure and comply with data regulations using SQL Server TDE, encryption, and Azure Key Vault. Covers basics to advanced topics, including AlwaysON and hybrid cloud scenarios.

• YouTube
• 1 hour 15 minutes
• On-Demand
• Conference Talk

Improving Columnstore Load Scalability on Large Servers

Optimize columnstore index load times from 260 to 6 minutes using advanced techniques for SQL Server. Learn scalability improvements for large servers and data warehouse workloads.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Conference Talk

Start off the Season with Azure Snowflake

Discover Snowflake's cloud data warehouse: simplified management, scalable performance, and cost-effectiveness. Learn about its multi-cluster architecture, resource separation, and easy implementation for efficient data handling.

• YouTube
• 1 hour 19 minutes
• On-Demand
• Conference Talk