AI Services
THR1071 – Microsoft Cognitive Services, AI, and the rise of the machines
BRK2290 – AI-based vertical solutions: Use pre-trained Cognitive Services
BRK3309 – AI for business optimization: Leveraging custom speech, vision, and search
THR2175 – AI TechTalk: What’s new in Cognitive Services speech recognition products
THR2185 – AI TechTalk: Easy site search solutions with Bing Custom Search API
THR2172 – AI Tech Talk: Power your apps with Microsoft’s cutting-edge visual search capabilities
BRK3328 – AI at your service: Creating enterprise-scale intelligent agents and bots
BRK3329 – AI for knowledge mining: Using Cognitive Search
BRK3023 – Getting started with Microsoft Search
Azure Machine Learning
BRK2304 – AI with Azure Machine Learning services: Simplifying the data science process
THR3098 – AI TechTalk: Azure Machine Learning SDK – a walkthrough
BRK3332 – Generating high quality models efficiently using Automated ML and Hyperparameter Tuning
BRK3333 – AI everywhere: Open and interoperable platform for AI with ONNX
SQL Server and Machine Learning
SQL Server Machine Learning Services: An E2E platform for machine learning – BRK2183
GS005 – Making AI real with SQL Server, Azure databases and Azure big data analytics services
THR2096 – Databases, containers, and pods: SQL Server on Kubernetes
BRK2416 – The roadmap for SQL Server
BRK3228 – What’s new in SQL Server on Linux and containers
THR2168 – The next generation of SQL Server tools
BRK4021 – Deep dive on SQL Server and big data
THR2171 – Deploying a highly available SQL Server solution in Kubernetes
BRK4017 – Inside SQL Server containers
THR3027 – Machine learning applications in Microsoft Azure Stack
THR2170 – The future of querying big data with Polybase and SQL Server
THR2361 – Data platform transformation in the Microsoft enterprise
Containers
THR3063 – Azure Kubernetes networking 101
BRK2396 – Fundamentals of Kubernetes on Microsoft Azure
BRK3192 – Container DevOps with Microsoft Azure
BRK3208 – Operational best practices for Azure Kubernetes Service
BRK2196 – Architect your app modernization journey with containers on Microsoft Azure
BRK2045 – Fundamentals of Windows containers
Programming and Tools
THR2099 – Visual Studio Code for non .Net developers
BRK3196 – Machine learning with ML.NET
THR2201 – Machine learning using Python in Azure Functions
BRK2384 – Infuse AI into your web applications – AI and JavaScript
BRK2235 – Windows Server 2019 System Insights: Simplified ML
BRK2203 – Visual Studio Code tips and tricks
THR2404 – Azure Data Explorer – Query billions of records in seconds!
THR3140 – Using Visio to bring real-world visualizations to Microsoft Power BI
GS001 – An end-to-end tour of the Microsoft developer platform
Power BI
THR2052 – Microsoft Power BI: End-to-end enterprise data reporting
BRK2218 – Microsoft Power BI Desktop: Data exploration, analysis and storytelling
AI and ML Concepts and Processes
GS009 – Azure AI: Making AI real for your business
THR2174 – AI TechTalk: Anomaly Detection
BRK3068 – Designing workflows in Azure for Artificial Intelligence (AI) scenarios
BRK3187 – Establish the right practices for effective AI
THR2073 – Microsoft Flow: Build a workflow in 10 minutes
Logic Apps, Power Apps, Flow
BRK2028 – Hybrid Integration for the enterprise with Azure Integration Services
THR3104 – Be the scheduler hero with Azure Logic Apps
BRK1068 – PowerApps and Microsoft Flow: Best Practices for managing these two applications
BRK2180 – PowerApps: The top 10 new features that will help you build apps with ease
THR2103 – Microsoft Azure Logic Apps vs. Microsoft Flow: When, how, and where
Azure
BRK3042 – Five Azure services every .NET developer should know
BRK1026 – Getting started with Microsoft Azure and Azure Portal
THR3066 – Lessons learned: Top mistakes that make Azure projects expensive
THR3093 – Introduction to Microsoft Managed Desktop
THR2302 – A tour of Windows Virtual Desktop
THR2101 – Automate all things with Azure Pipelines
BRK2405 – Getting started with Azure IaaS – compute, storage, and networking
BRK2022 – Become more productive with Microsoft Azure – tips and tricks
THR3067 – Top ten ways to secure your Azure environment
Office
THR3017 – Be a data ninja: Best practices for analytics using Microsoft Excel
THR2329 – Design and automate business workflows using Excel, Microsoft Flow, and Visio
BRK3082 – Advanced analytics in Microsoft Excel
BRK2081 – What’s new in Microsoft PowerPoint and Microsoft Word: Unleash your creativity with AI
BRK2122 – What’s new in Microsoft Excel: Machine learning-powered insights
THR1024 – Ten Excel features you’ll wish you’d known earlier
Data Factory
BRK2204 – Azure Data Factory – Enabling modern data integration in the cloud
BRK2279 – Real-world data movement and orchestration patterns using Azure Data Factory V2
Databricks
THR2182 – An Introduction to big data processing with Azure Databricks
BRK3313 – Azure Databricks for data engineers and data developers
BRK3204 – AI with big data: Data science at massive scale with Apache Spark in Azure Databricks
THR2186 – AI TechTalk: A gentle introduction to data science with Spark in Azure Databricks
BRK4024 – Azure Databricks: Deep dive into deployment, networking, and security
IoT
THR1120 – Harnessing the Power of IoT
THR3150 – Develop IoT solutions with the Azure IoT developer toolbox