NDC Conferences Courses

Machine Learning - The Bare Math Behind Libraries

Explore the mathematical foundations of machine learning, from supervised to unsupervised learning techniques, to gain a deeper understanding of neural networks and their underlying processes.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

Protecting Sensitive Data in Huge Datasets - Cloud Tools You Can Use

Explore tools and techniques for protecting sensitive data in large datasets, including PII detection, k-anonymity, and data transformation methods for responsible public data release.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

ML BuzzWords Demystified

Demystifies latest ML trends like Reinforcement Learning, AutoML, and ML bias. Provides clear insights into complex concepts, ensuring you're up-to-date with the field's advancements.

• YouTube
• 53 minutes
• Self-Paced
• Conference Talk

The Hitchhiker's Guide to the Cloud

Explore major cloud providers' AI/ML APIs for text-to-speech, image classification, translation, and more. Compare AWS, GCP, and Azure to gain insights into their strengths and limitations.

• YouTube
• 41 minutes
• Self-Paced
• Conference Talk

Live Site Culture & Site Reliability at Azure DevOps

Explore Azure DevOps' journey to SAAS, focusing on practices for running production sites, building customer trust, and balancing feature development with operational stability.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Conference Talk

Creating Solutions for Everyone

Creating inclusive solutions: Explore patterns and practices for designing accessible applications that work for everyone, from form design to data structures.

• YouTube
• 47 minutes
• Self-Paced
• Conference Talk

Building Great Teams

Discover strategies for building and maintaining high-performing teams, including effective interviewing, fostering a positive culture, and navigating challenging conversations.

• YouTube
• 58 minutes
• Self-Paced
• Conference Talk

The Neverending Story - Agile Transformation for DevOps

Explore NPR's journey from small sysadmin team to Agile DevOps, overcoming challenges, adapting frameworks, and continuously improving processes for better efficiency and collaboration.

• YouTube
• 46 minutes
• Self-Paced
• Conference Talk

Entity Framework Debugging Using SQL Server - A Detective Story

Uncover Entity Framework performance issues by investigating SQL Server configurations, using profiling tools, and analyzing Query Execution Plans to optimize LINQ queries and boost app speed.

• YouTube
• 56 minutes
• Self-Paced
• Conference Talk

Serverless with Knative

Explore Knative's middleware components for building serverless apps on Kubernetes, enabling cloud-agnostic deployment and leveraging machine learning capabilities.

• YouTube
• 57 minutes
• Self-Paced
• Conference Talk

Microservices Without DDD Is Risky Business

Explore how Domain-Driven Design concepts can guide microservices implementation, avoiding distributed monoliths and achieving autonomous, cohesive, and loosely coupled services.

• YouTube
• 40 minutes
• Self-Paced
• Conference Talk

Deep Learning in Microsoft Azure - CNTK, CaffeOnSpark and Tensorflow

Explore Microsoft's approach to Deep Learning using Cognitive Toolkit, Tensorflow, and CaffeOnSpark in Azure, understanding its business and technical benefits.

• YouTube
• 58 minutes
• Self-Paced
• Conference Talk

Lowering in C# - What's Really Going on in Your Code?

Explore C# compiler internals, focusing on lowering techniques and their impact on performance. Gain insights into foreach loops, lambda expressions, and yield statements for deeper code understanding.

• YouTube
• 56 minutes
• Self-Paced
• Conference Talk

Dev and Test Agility for Your Database with Docker

Containerize SQL Server for agile database development and testing. Learn to use Docker for efficient database management, CI/CD integration, and improved dev workflows.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Conference Talk

War Stories from .NET Team

Karel Zikmund shares deep-dive investigations from the .NET team, covering long-term issues, unexpected bug activations, and surprising root causes. Learn about hardware troubleshooting, minimal reproduction, and balancing innovation with compatibility.

• YouTube
• 49 minutes
• Self-Paced
• Conference Talk