OTTL Me Why: Transforming Telemetry in the OpenTelemetry Collector - Just Got Better
Explore OpenTelemetry Transformation Language (OTTL) for processing telemetry data in the OpenTelemetry Collector. Learn use cases, best practices, and future developments for effective data transformation and routing.
Energy Observability Using Kepler - Revolutionizing Cloud Efficiency
Explore Kepler, an innovative framework for monitoring power consumption in Kubernetes environments, enhancing cloud efficiency through advanced observability techniques and machine learning.
Limitless Growth and Opportunities - Data and Innovation in an AI World
Explore Azure's latest database innovations, AI technologies, and real-world applications. Learn to unlock your data's potential for enhanced application development and analytics.
Learn Docker Quickly - Machine Learning Project for Beginners
Hands-on Docker tutorial for beginners, covering containers, images, and Dockerfiles. Build a simple ML project using Huggingface Transformers and deploy to DockerHub.
Artificial Intelligence in Industrial Physics - Opportunities and Challenges
Exploring AI's current and future role in industrial physics, discussing its potential, challenges, and implications for physicists in various sectors.
Melody Generation with Transformers - Generative Music AI
Implement a transformer architecture in TensorFlow for end-to-end melody generation. Learn melody encoding, dataset preprocessing, model building, training, and inference techniques for AI-driven music creation.
Gemini and GPT Sales Agents with RAG - Comparison and Implementation
Explore Gemini and GPT capabilities for building AI sales agents with retrieval-augmented generation, including code demonstrations and practical comparisons.
Delivering Domain-Specific LLMs with GPU Serving - Case of IFC MALENA
Explore IFC's AI journey: Scaling MALENA platform with Lakehouse, optimizing LLM serving, and leveraging GPU for enhanced performance in addressing global development challenges.
Extending Data Governance for AI Use with Collibra and Databricks
Explore strategies for extending data governance to AI systems, ensuring trust, compliance, and collaboration while integrating Collibra with Databricks Unity Catalog for tailored solutions.
Cloud-Based Generative AI Supporting Preliminary Engineering Design
Optimize engineering design with cloud-based generative AI. Learn how Rolls-Royce and Databricks reduced cGAN training time by 30x using distributed computing, MLflow, and Unity Catalog for aerospace compliance.
Simplify GenAI App Development with Secure, Custom AI Agents
Explore best practices for managing AI model lifecycles, focusing on governance, monitoring, and performance tracking. Learn to optimize model delivery while ensuring compliance and accountability.
How DatabricksIQ Boosts Your Productivity
Explore DatabricksIQ's AI-powered tools for enhanced data intelligence, including Intelligent Search and Databricks Assistant, to boost productivity through natural language interfaces and actionable insights.
Responsible AI on the Databricks Data Intelligence Platform
Explore ethical AI implementation using Databricks' platform. Learn about governance, compliance, security, and tools for safe AI integration in business.
Leveraging AI to Uncover Disparities and Transform Healthcare in Low and Middle Income Countries
Explore how AI and data analytics are revolutionizing global healthcare delivery, focusing on identifying medical deserts and improving access to services in low and middle-income countries.
Efficient MLOps: Developing and Deploying ML Models with Databricks
Explore efficient MLOps framework design for ML model development and deployment, covering environment management, CI/CD pipelines, and tools like Unity Catalog and MLflow for model monitoring and progression.
Skyscanner's Journey of Enabling Practical Data and AI Governance
Discover how Skyscanner revolutionized their data infrastructure using lakehouse architecture and Unity Catalog, enabling effective governance and powering critical AI and ML applications.
Methods for Evaluating Your GenAI Application Quality
Explore comprehensive tools for evaluating GenAI applications, including inference tables, Lakehouse Monitoring, and MLflow. Learn best practices for offline and real-time quality assurance in production environments.
Scaling RAG and Embedding Computations with Ray and Pinecone
Learn to efficiently scale retrieval augmented generation using Ray Data and Pinecone, enabling rapid embedding generation for LLM applications with distributed processing and vector database integration.
Build Better RAGs with Contextual Retrieval
Enhance RAG systems with contextual retrieval to improve context chunk quality and generate more accurate answers. Learn implementation techniques and practical applications.
Jupyter Notebook: Introduction to Symmetric Key Cryptography
Learn symmetric key encryption using Jupyter Notebook. Explore implementation, key generation, and practical applications for secure data protection.
Violet Teaming AI in the Life Sciences
Explore AI's impact on life sciences, balancing opportunities in health and biosecurity risks. Learn about violet teaming to maximize benefits while minimizing downsides in biological engineering.