Microsoft LLMs: Phi3 Vision 128k Instruct and Florence Large - Introduction to Multimodal Models
Explore state-of-the-art multimodal models Phi3 Vision Instruct 128k and Florence Large from Microsoft, with practical demonstrations and code examples.
MLOps: Comparing Microsoft Phi3 Mini 128k in GGUF, MLFlow, and ONNX Formats
Explore Microsoft Phi3 Mini 128k model: compare inference time and precision across MLFlow, GGUF, and ONNX formats. Learn quantization techniques and performance optimization for various platforms.
MLOps with MLFlow: Working with Spacy NLP and Training NER Models
Explore Spacy NLP models in MLflow and learn to train a custom NER component using your own data for advanced natural language processing tasks.
Langchain: How to Run Sequential and Parallel Chains
Explore sequential and parallel Langchain chains for advanced machine learning workflows. Master techniques to enhance data processing and model performance.
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.
Orchestrating LLM AI Agents with CrewAI
Explore CrewAI for orchestrating LLM AI agents. Learn fundamentals, challenges, and real-world applications. Discover how to enhance LLM efficiency across industries with this open-source platform.
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.
Structuring Data Science Projects with Docker
Structure data science projects using Docker for seamless model deployment. Learn advanced techniques, explore code, address vulnerabilities, and weigh pros and cons of Docker in data science workflows.
Attacking Windows Device Drivers: Almost Escaping the Sandbox
Explore techniques for attacking Windows device drivers and potential sandbox escape methods in this advanced security analysis presentation.
Practical Exploitation of Registry Vulnerabilities in the Windows Kernel
Explore practical exploitation techniques for Windows kernel registry vulnerabilities, enhancing your understanding of system security and potential attack vectors.
Leela's Wing Gambit Checkmates Grandmaster Without a Knight
Witness AI Leela Chess Zero's stunning Wing Gambit victory over Grandmaster Alex Lenderman, showcasing powerful kingside pressure and a checkmate in just 25 moves.
Technical Interviews Don't Have to Suck
Discover practical strategies to transform technical interviews into welcoming, useful, and enjoyable experiences for all parties involved.
On Parenthood, Systems Thinking, and App Development
Explore parallels between parenting and software engineering, focusing on managing complexity and adapting to change using Ember's systems thinking approach.
Getting Data In and Out of Flink - Discover Flink's Connector Ecosystem
Explore Flink's connector ecosystem, learn about source and sink interfaces, and discover how to integrate with various data sources. Gain insights into contributing to Flink's development.
Unlocking the Power of Apache Flink - An Introduction in 4 Acts
Explore Apache Flink's core principles for real-time data processing, including shared-nothing architecture, event-time processing, and state snapshots, through practical examples and demos.
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.
Is Flink SQL a Database? Understanding Apache Flink SQL
Explore Apache Flink SQL's unique approach to stream processing, adapting database concepts like queries and materialized views for real-time data analysis and processing.
Slaying the Dataverse Dragon with Copilot - Efficient Data Integration for PowerPlatform
Domina Dataverse con copiloto: rescata datos, supera desafíos y desarrolla integraciones complejas en días. Descubre el poder de la IA en implementaciones de Power Platform a gran escala.
Scaling Business with Real-Time ML in Microsoft Fabric Real-Time Analytics
Leverage ML on real-time data to scale business operations using Microsoft Fabric Real-time Analytics. Deep-dive into technical aspects for optimizing performance and decision-making.
Snowflake Concepts and Architecture: Introduction to Cloud Data Warehousing
Explore Snowflake's architecture, benefits, and unique features for cloud-based data warehousing. Learn how it compares to other tools and implements in Azure.