Search results for big data

Data Council

The Future Roadmap for the Composable Data Stack

Explore advancements in data processing with Wes McKinney. Learn about Parquet, Arrow, and interface libraries like Ibis and tidyverse. Gain insights into current project states and future innovations.

• YouTube
• 33 minutes
• On-Demand
• Free Video

Data Council

Real-Time Analytics for Small Data Teams

Discover strategies for implementing real-time analytics with limited resources. Learn from Materialize's adoption experience and optimize data workflows for efficiency and cost-effectiveness.

• YouTube
• 37 minutes
• On-Demand
• Free Video

Data Council

Building an Open Data Service Layer with Arrow, DuckDB and Semantic Layer

Explore FlexQuery, an open-source solution revolutionizing data services with Arrow, DuckDB, and semantic layers. Learn to create high-performance, scalable analytics environments using Python and cutting-edge technologies.

• YouTube
• 36 minutes
• On-Demand
• Free Video

Open Data Science

Unlocking Unstructured Data - Opportunities and Challenges in Social Sciences

Explore how BERD@NFDI program addresses challenges in accessing unstructured data for social sciences, driving innovation at the intersection of AI and social research.

• YouTube
• 22 minutes
• On-Demand
• Free Video

Data Science Festival

Introduction to Data Engineering - Best Practices and Production-Level Infrastructure

Learn best practices for scaling data science projects from local to production, covering infrastructure, reliability, and real-world applications in data engineering.

• YouTube
• 54 minutes
• On-Demand
• Free Video

Data Science Festival

The Challenges of Engineering Data Science

Explore the unique challenges and perspectives of engineering in data science through insights from industry experts.

• YouTube
• 17 minutes
• On-Demand
• Free Video

Data Science Conference

Unlocking Geospatial Data Science: A Strategic Overview

Explore the landscape of geospatial data science and location intelligence, from strategic perspectives to practical applications, including data sources, industry use cases, and hands-on examples.

• YouTube
• 30 minutes
• On-Demand
• Free Video

Big Data Demystified

Architectural Evolution of Amazon's Internal Data Platform - PXT DaaS

Dive into the architectural journey of PXT DaaS, Amazon HR's serverless data platform, exploring self-service implementation, scalability solutions, and real-world engineering challenges.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Big Data Demystified

Data Modeling for NoSQL Databases

Master NoSQL data modeling techniques for optimal performance, from key-value strategies to best practices. Learn to avoid common pitfalls and create efficient database designs for modern applications.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Big Data Demystified

NoSQL Data Modeling and LSM Tree Data Structure

Dive into NoSQL data modeling fundamentals and LSM Tree architecture, exploring key concepts like primary key selection, clustering, and compaction for advanced database implementation.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Big Data Demystified

Data Mesh: From Experimentation to Industrialization - A Financial Services Case Study

Discover how a financial organization transformed their data architecture using Data Mesh on GCP, reducing lead times from months to days while enabling self-service analytics and cross-domain collaboration.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Big Data Demystified

Data Encryption and Security in BigQuery - End-to-End Process

Master end-to-end data encryption in BigQuery, from application-level security to query-time decryption, ensuring sensitive data remains protected while maintaining accessibility.

• YouTube
• 43 minutes
• On-Demand
• Free Video

Big Data Demystified

NoSQL Data Modeling: Theory and Practice for High-Performance Applications

Master NoSQL data modeling fundamentals through hands-on examples and best practices for building high-performance applications, guided by ScyllaDB's Head of Training.

• YouTube
• 58 minutes
• On-Demand
• Free Video

Big Data Demystified

Filtering and Denormalizing Data in NoSQL Databases

Master data denormalization techniques in NoSQL databases, exploring materialized views, indexing strategies, and filtering options for optimal database performance and efficiency.

• YouTube
• 59 minutes
• On-Demand
• Free Video

Big Data Demystified

Building a Management Layer for Structured and Unstructured Data Lakes

Discover how to effectively manage data lakes using modern architectures, open table formats, and version control systems through practical examples with Databricks, Apache Iceberg, and AWS technologies.

• YouTube
• 48 minutes
• On-Demand
• Free Video