Главная
Study mode:
on
You
History
Saved
In progress 0 courses
compleat 0 courses
#Art & Design #Adobe #ChatGPT #GitHub

#Delta Lake

#Delta Live Tables
Showing: 155 courses
MLOps World: Machine Learning in Production

The Who, What, and Why of Data Lake Table Formats

0 rewiews
Explore data lake table formats, their creators, purposes, and significance in modern data architecture. Gain insights into optimizing data management and analytics.
Add to list
1 Lesons
48 minutes
On-Demand
Free-Video
Databricks

Tech Talk - Top Tuning Tips for Spark 3.0 and Delta Lake on Databricks

0 rewiews
Learn top tuning tips for Apache Spark 3.0 and Delta Lake on Databricks. Discover optimal join strategies, machine sizing, merge operation speedups, and job simplification techniques for enhanced big data processing.
Add to list
10 Lesons
52 minutes
On-Demand
Free-Video
Linux Foundation

Building a Flourishing Technical Community - Lessons from Delta Lake

0 rewiews
Discover key strategies for building and growing a thriving technical community, focusing on developer engagement, branding, collaboration, and effective management with Linux Foundation partnership.
Add to list
1 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Becoming GDPR and CCPA Compliant Using Delta Live Tables

0 rewiews
Explore solutions for implementing "Right to be Forgotten" in data lakehouses using Delta Live Tables, ensuring compliance with GDPR and CCPA privacy regulations.
Add to list
1 Lesons
19 minutes
On-Demand
Free-Video
Databricks

Ensuring GDPR Compliance for Real-Time Data Pipelines

0 rewiews
Strategies for GDPR compliance in real-time data pipelines using Databricks tools. Covers immediate solutions with Delta Lake's CDF and long-term plans for PII separation, offering practical privacy compliance approaches.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Photon: Accelerating SQL Queries on Databricks Lakehouse Platform

0 rewiews
Explore Photon, a C++ component for efficient query execution in Databricks Lakehouse. Learn about its vectorized processing, compatibility with Apache Spark, and performance enhancements for data-driven decision-making.
Add to list
12 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Growing the Delta Ecosystem - Delta-RS for Rust and Python

0 rewiews
Explore delta-rs, a Rust library extending Delta Lake beyond Spark. Learn its current capabilities, roadmap, and real-world application in kafka-delta-ingest for high-throughput data transfer.
Add to list
11 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Building Lakehouses on Delta Lake with SQL Analytics

0 rewiews
Learn to build lakehouses using Delta Lake, perform SQL analytics, and connect BI tools. Explore data management techniques, governance models, and implementation examples for efficient data processing and analysis.
Add to list
28 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Make Reliable ETL Easy on Delta Lake

0 rewiews
Learn to simplify ETL development on Delta Lake, improving data quality and scaling operations. Discover how Databricks streamlines the ETL lifecycle for efficient data engineering and management.
Add to list
14 Lesons
45 minutes
On-Demand
Free-Video
Databricks

Delta Lake Streaming - Internals and Query Progress Logs

0 rewiews
Explore Delta Lake streaming internals, focusing on structured streaming components, Query Progress Logs, and checkpoint directories for efficient real-time data pipeline management.
Add to list
9 Lesons
29 minutes
On-Demand
Free-Video
Databricks

Building Data Quality Pipelines with Apache Spark and Delta Lake

0 rewiews
Learn to build robust data quality pipelines using Apache Spark and Delta Lake. Explore rule templates, reporting models, and PowerBI integration for effective data remediation and self-healing in enterprise environments.
Add to list
8 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Why Lakehouse Architecture Now - Exploring Enterprise Data Warehouse Failures and the Need for Lakehouse Paradigm

0 rewiews
Explore the shift from enterprise data warehouses to lakehouse architecture, focusing on benefits, challenges, and Starburst's role in powering SQL-based analytics on Delta Lake.
Add to list
16 Lesons
26 minutes
On-Demand
Free-Video
Databricks

Creating a Lakehouse on AWS

0 rewiews
Learn to build a Lakehouse on AWS, combining data lake affordability with data warehouse performance. Discover integration with AWS services and real-world examples of high-performance, cost-effective analytics solutions.
Add to list
8 Lesons
22 minutes
On-Demand
Free-Video
Databricks

Building End-to-End Delta Pipelines on GCP

0 rewiews
Explore building end-to-end Delta pipelines on GCP, covering data reliability, performance, and the Bronze-Silver-Gold architecture pattern, with practical code examples and Big Query integration.
Add to list
11 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Boost Delta Lake Performance with Data Skipping and Z-Order

0 rewiews
Explore data skipping and Z-ordering techniques to enhance Delta Lake performance, focusing on optimized partitioning strategies for improved read and write efficiency in large-scale data lakes.
Add to list
17 Lesons
41 minutes
On-Demand
Free-Video
Databricks

How Apache Spark 3.0 and Delta Lake Enhance Data Lake Reliability

0 rewiews
Discover performance enhancements in Apache Spark 3.0 and Delta Lake's data reliability features. Learn about Adaptive Query Execution, Dynamic Partition Pruning, and handling skewed queries for improved big data processing.
Add to list
39 Lesons
57 minutes
On-Demand
Free-Video
Databricks

Engagement Activity Delta Lake for Einstein Analytics and Sales Cloud Einstein

0 rewiews
Explore how Salesforce built an engagement activity platform using Delta Lake to support Einstein Analytics and Sales Cloud Einstein, covering data ingestion, incremental reads, and mutation handling.
Add to list
26 Lesons
51 minutes
On-Demand
Free-Video
Databricks

Delta Lake: Optimizing Merge Operations

0 rewiews
Explore Delta Lake merge optimization techniques, including inner and full outer joins, partition pruning, and file pruning. Learn tips for handling large merges efficiently.
Add to list
9 Lesons
24 minutes
On-Demand
Free-Video
Databricks

Building a Cloud Data Lake with Databricks and AWS - Best Practices and Implementation

0 rewiews
Explore building a cloud data lake using Databricks and AWS. Learn about data lake architecture, AWS services, Delta Lake for reliability and performance, and best practices for implementation.
Add to list
19 Lesons
29 minutes
On-Demand
Free-Video
Databricks

Leveraging Apache Spark and Delta Lake for Efficient Data Encryption at Scale

0 rewiews
Efficient data encryption solution for privacy compliance using Apache Spark and Delta Lake. Automates consumer deletion requests, enhances security, and maintains data integrity while ensuring accessibility when needed.
Add to list
13 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Common Strategies for Improving Performance on Delta Lakehouse

0 rewiews
Explore techniques to enhance Delta Lakehouse query performance, including data skipping, optimizing Z-Order, SQL partitions, and Delta Cache. Learn to analyze and tune queries for better results.
Add to list
10 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Diving into Delta Lake: Understanding the Transaction Log

0 rewiews
Explore Delta Lake's transaction log: its structure, functionality, and role in ACID transactions, metadata handling, time travel, and concurrent operations. Gain insights into this core component.
Add to list
16 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Optimizing Geospatial Queries with Dynamic File Pruning in Databricks Delta

0 rewiews
Optimize geospatial queries using z-ordering and dynamic file pruning techniques in Databricks Delta, significantly improving query times for petabyte-scale data through specific data generation and SQL query design strategies.
Add to list
23 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Demystifying Delta Lake - Data Reliability for Data Lakes

0 rewiews
Explore Delta Lake's reliability features for data lakes with Apache Spark creator Michael Armbrust. Learn about ACID transactions, metadata handling, and unified data processing.
Add to list
18 Lesons
26 minutes
On-Demand
Free-Video
Databricks

SQL Analytics and the Lakehouse Architecture - Data + AI Summit EU 2020 Keynote

0 rewiews
Explore lakehouse architecture, Delta Lake, and SQL Analytics for unified data management. Learn how this approach combines data warehouse capabilities with data lake flexibility, enabling faster analytics and decision-making.
Add to list
16 Lesons
54 minutes
On-Demand
Free-Video
Databricks

How Apache Spark 3.0 and Delta Lake Enhance Data Lake Reliability

0 rewiews
Explore Apache Spark 3.0 and Delta Lake's enhancements for data lake reliability, including ACID transactions, schema enforcement, and time travel. Learn about performance improvements and new features in Databricks Runtime 7.0 Beta.
Add to list
23 Lesons
58 minutes
On-Demand
Free-Video
Databricks

Learn to Use Databricks for Data Science

0 rewiews
Discover how Databricks simplifies data science with a unified platform for analytics workloads, from data preparation to predictive analytics, enhancing collaboration and productivity at scale.
Add to list
23 Lesons
39 minutes
On-Demand
Free-Video
Databricks

Build Real-Time Applications with Databricks Streaming - Fire Department Use Case

0 rewiews
Learn to build real-time applications using Databricks Streaming, focusing on a fire department use case. Explore architecture, data sources, and implementation for live tracking of equipment, personnel, and incidents.
Add to list
12 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Managing Millions of Tests Using Databricks - Automated Monitoring and Reporting System

0 rewiews
Explore automated test monitoring and reporting for Databricks Runtime using Delta, analyzing results from various sources to track quality and efficiently report failures to owners.
Add to list
14 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Large Scale Geospatial Indexing and Analysis on Apache Spark

0 rewiews
Explore large-scale geospatial indexing and analysis using Apache Spark, covering challenges, frameworks, data structures, and practical applications in cloud-first architecture with Databricks.
Add to list
11 Lesons
23 minutes
On-Demand
Free-Video
Databricks

Delta Lake 2.0 Overview - New Features and Community Collaborations

0 rewiews
Overview of Delta Lake 2.0 features, integrations, and community collaboration. Highlights include data skipping, Change Data Feed, column mapping, multi-cluster S3 writes, and support for various languages and platforms.
Add to list
15 Lesons
38 minutes
On-Demand
Free-Video
Databricks

Delta Live Tables: Modern Software Engineering for ETL Pipelines

0 rewiews
Learn how Delta Live Tables simplifies ETL, enhances data pipeline reliability, and automates tasks. Discover modern software engineering practices for efficient data transformation and improved analytics, data science, and ML outcomes.
Add to list
18 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Discover the Data Lakehouse: Simplifying Data Architecture for Analytics and ML

0 rewiews
Explore the data lakehouse architecture for managing massive data, supporting diverse analytics and ML requirements across multi-cloud environments, and enabling data teams to derive value efficiently.
Add to list
21 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Delta Lake Roadmap 2021 H2 - Features Overview and Community Feedback

0 rewiews
Overview of Delta Lake's 2021 roadmap, highlighting new features, integrations, and community-driven developments for enhanced data management and analytics capabilities.
Add to list
21 Lesons
48 minutes
On-Demand
Free-Video
Databricks

Multi-Table Transactions with LakeFS and Delta Lake - Tech Talk

0 rewiews
Explore multi-table transactions using LakeFS and Delta Lake for collaborative data lake management, enabling CI/CD deployment and simplified multi-table pipelines in cloud storage systems.
Add to list
21 Lesons
45 minutes
On-Demand
Free-Video
Bryan Cafferky

Understanding Spark SQL - Lesson 6

0 rewiews
Explore Spark SQL's powerful features for data engineering, including query optimizations and support for Python, R, and Scala, enhancing parallel processing performance.
Add to list
8 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Building a Data Platform for Mission-Critical Analytics on AWS with Databricks

0 rewiews
Explore building enterprise data lakes on AWS with Databricks, complementing AWS strategy. Learn from HP's success in transforming business through unified data analytics and overcoming data lake challenges.
Add to list
12 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Delta from a Data Engineer's Perspective - Creating Robust Big Data Solutions

0 rewiews
Explore a data engineer's challenges in creating robust Big Data solutions, covering Delta, Spark streaming, schema enforcement, and time travel functionality in data processing.
Add to list
21 Lesons
41 minutes
On-Demand
Free-Video
Databricks

Introducing Apache Spark 3.0 - A Decade of Progress and Future Outlook

0 rewiews
Apache Spark 3.0: Reflecting on a decade of progress and unveiling new features to enhance data processing accessibility, speed, and compatibility across various sources and environments.
Add to list
17 Lesons
29 minutes
On-Demand
Free-Video
Databricks

Slowly Changing Dimensions Type 2 in Data Lakes - Tech Chat

0 rewiews
Explore Slowly Changing Dimensions Type 2 in data lakes using Delta Lake, focusing on market segmentation for a climbing eCommerce site. Learn to track historical and current data effectively.
Add to list
17 Lesons
1 hour 1 minute
On-Demand
Free-Video
Databricks

Predictive Maintenance on IoT Data for Early Fault Detection with Delta Lake

0 rewiews
Explore predictive maintenance using IoT data and Delta Lake for early fault detection. Learn about Industry 4.0 applications, data analytics, and machine learning techniques for improved efficiency and cost savings.
Add to list
18 Lesons
1 hour
On-Demand
Free-Video
Databricks

How to Build a Cloud Data Platform - Machine Learning and Business Intelligence - Part 4

0 rewiews
Learn to leverage Delta Lake for dashboards and advanced analytics, enabling downstream teams with machine learning and business intelligence capabilities on a unified data platform.
Add to list
15 Lesons
1 hour 59 minutes
On-Demand
Free-Video
Databricks

Diving into Delta Lake: How DELETE, UPDATE, and MERGE Work - Part 3

0 rewiews
Explore Delta Lake's internals: DELETE, UPDATE, and MERGE operations, transaction log mechanics, and performance optimization techniques for efficient data management.
Add to list
14 Lesons
55 minutes
On-Demand
Free-Video
Databricks

How to Build a Cloud Data Platform - Part 1: Architecture

0 rewiews
Learn to build a unified cloud data platform using Delta Lake, combining data warehouses and lakes for improved reliability, performance, and operations.
Add to list
20 Lesons
1 hour 58 minutes
On-Demand
Free-Video
Databricks

Building Data Intensive Analytic Applications on Top of Delta Lakes

0 rewiews
Explore Delta Lake's ACID transactions for Apache Spark, enhancing data reliability and query performance. Learn to address challenges in modern data engineering through hands-on examples and practical applications.
Add to list
31 Lesons
43 minutes
On-Demand
Free-Video
Databricks

The Parquet Format and Performance Optimization Opportunities

0 rewiews
Explore Parquet format intricacies, columnar storage basics, and optimization techniques for Spark workloads. Learn about encoding, compression, predicate pushdown, and Delta Lake to enhance analytical performance.
Add to list
16 Lesons
41 minutes
On-Demand
Free-Video
Databricks

Simplify and Scale Data Engineering Pipelines with Delta Lake

0 rewiews
Learn to build scalable data engineering pipelines using Delta Lake's multi-hop architecture. Discover how to progress from raw data ingestion to machine learning-ready datasets efficiently and effectively.
Add to list
23 Lesons
38 minutes
On-Demand
Free-Video
Databricks

Introduction to Databricks Lakehouse Platform Architecture and Security

0 rewiews
Explore Databricks Lakehouse Platform's architecture, focusing on data reliability, Delta Lake features, and Photon's performance enhancements for efficient data management and analytics.
Add to list
9 Lesons
29 minutes
On-Demand
Free-Video
Databricks

Implementing End-to-End Demand Forecasting with Databricks and MLflow

0 rewiews
Discover how to implement a scalable demand forecasting solution using Databricks and MLflow, improving retail efficiency and reducing food waste through accurate production and delivery planning.
Add to list
16 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Best Practices for Building Robust Data Platforms with Apache Spark and Delta

0 rewiews
Learn best practices for building robust data platforms using Apache Spark and Delta. Gain insights on optimizing performance, scaling, security, and cost-effectiveness in big data architectures from real-world experiences.
Add to list
13 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Patterns and Operational Insights for Large-Scale Delta Lake Workloads

0 rewiews
Explore effective Delta Lake patterns, optimization techniques, and operational insights for managing large-scale data workloads on Databricks, including streaming ETL, data enrichment, and analytics.
Add to list
10 Lesons
42 minutes
On-Demand
Free-Video
Databricks

Delta Lake 0.7.0 and Spark 3.0 - Ask Me Anything Session

0 rewiews
Illuminating AMA session with Apache Spark and Delta Lake experts. Explore Spark 3.0 and Delta Lake's latest features, use cases, and development insights. Perfect for data engineers seeking cutting-edge knowledge.
Add to list
11 Lesons
54 minutes
On-Demand
Free-Video
Databricks

Healthcare Claim Reimbursement Using Apache Spark - Optum's System Transformation

0 rewiews
Optimizing healthcare claim processing with Apache Spark: Improved performance, reduced costs, and enhanced capabilities for hospitals' revenue recovery through efficient data processing and analysis.
Add to list
14 Lesons
49 minutes
On-Demand
Free-Video
Databricks

Building a Real-Time Feature Store for Machine Learning at iFood

0 rewiews
Discover how iFood built a real-time feature store using Databricks and Spark Structured Streaming to process event streams, store data, and develop reliable code for efficient machine learning model predictions.
Add to list
11 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Real-Time Forecasting at Scale Using Delta Lake and Delta Caching

0 rewiews
Explore real-time forecasting at scale using Delta Lake and Delta Caching. Learn efficient data sampling, storage, and caching techniques for handling massive datasets and achieving rapid forecast response times.
Add to list
14 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Building a Streaming Microservice Architecture with Apache Spark Structured Streaming

0 rewiews
Explore building a scalable, fault-tolerant streaming microservice architecture using Apache Spark, Kafka, gRPC, and Delta Lake for real-time data processing and reliable insights.
Add to list
13 Lesons
39 minutes
On-Demand
Free-Video
Databricks

Building the Petcare Data Platform with Delta Lake and Spark ETL Pipeline

0 rewiews
Explore Mars Petcare's data platform using Delta Lake and Spark ETL pipeline 'Kyte'. Learn about advantages over Azure Data Factory and leveraging Delta Lake for ETL configurations and data science.
Add to list
7 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

Getting Started with Delta Lake

0 rewiews
Learn to create a Lakehouse architecture with Delta Lake, an open-source storage framework. Explore data reliability challenges, hands-on examples, and benefits for big data use cases in modern data engineering.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
Linux Foundation

The Pace of Innovation in Delta Lake

0 rewiews
Explore the rapid advancements and innovative features of Delta Lake, enhancing data reliability and performance in modern data architectures.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
Linux Foundation

Delta Lake - Diving into Data Lakes Without the Downsides

0 rewiews
Explore Delta Lake's innovative approach to data management, offering enhanced reliability and performance for large-scale analytics without traditional data lake drawbacks.
Add to list
1 Lesons
39 minutes
On-Demand
Free-Video
NashKnolX

Delta Format and Live Tables - Pioneering Data Innovation

0 rewiews
Explore Delta format and Live tables, understanding their role in scalable big data pipelines and modern data engineering innovations.
Add to list
1 Lesons
36 minutes
On-Demand
Free-Video
NashKnolX

Data Engineering with Databricks - Leveraging the Lakehouse Platform for ETL Pipelines

0 rewiews
Leverage Databricks Lakehouse Platform to build ETL pipelines, use Delta Live Tables, and orchestrate tasks with Workflows for efficient data processing.
Add to list
1 Lesons
44 minutes
On-Demand
Free-Video
Databricks

Streamline Real-Time Ingestion and Serving with DLT and Online Tables

0 rewiews
Västtrafik improves public transport efficiency using near real-time data ingestion for its Travel Planner App. Learn how Delta Live Tables and Brickstore optimize low-latency pipelines, balancing cost and performance.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Best Features of Delta Lake - Love Your Open Tables

0 rewiews
Explore Delta Lake's key benefits for data analysis, including Liquid Clustering, UniForm, and interoperability with various engines like Spark, Trino, and Pandas.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
Databricks

Delta Live Tables in Depth - Best Practices for Intelligent Data Pipelines

0 rewiews
Explore best practices, new features, and future developments for Delta Live Tables with Databricks experts. Learn pipeline development, data quality, and serverless compute for intelligent data pipelines.
Add to list
1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
Databricks

Crisis Text Line's Data Platform for Mental Health Support

0 rewiews
Leveraging Spark and Delta Lake on Databricks to scale mental health support, automate resource provisioning, and enable flexible data pipelines for Crisis Text Line's global operations.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video
Databricks

Incremental Change Data Capture: A Data-Informed Journey

0 rewiews
Explore data-driven strategies for incremental ingestion, from SaaS to databases and event streams. Learn cost-saving techniques, CDC flavors, and performance improvements for efficient data lake management.
Add to list
1 Lesons
34 minutes
On-Demand
Free-Video
Databricks

Boeing's Use of Streaming Data for Flight Deck and OCC Enhancement

0 rewiews
Explore Boeing's use of streaming data to monitor flights, detect aviation events, and enhance decision-making for pilots and operations control centers using advanced data technologies.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Building a Multimodal Data Lakehouse with the Daft Distributed Python Dataframe

0 rewiews
Explore Daft, a next-gen distributed query engine for processing multimodal data at scale. Learn to build a multimodal data lakehouse using familiar dataframe interfaces on existing infrastructure.
Add to list
1 Lesons
18 minutes
On-Demand
Free-Video
Databricks

Unity Catalog Managed Tables - Powerful, Easy, Interoperable

0 rewiews
Discover Unity Catalog's Managed Tables: lightning-fast performance, hands-free management, and complete interoperability for efficient data handling and analysis in the Databricks ecosystem.
Add to list
1 Lesons
38 minutes
On-Demand
Free-Video
Databricks

Data Engineering on the Data Intelligence Platform - A Comprehensive Guide

0 rewiews
Explore data engineering on Databricks' platform: ingest, transform, and orchestrate data at scale. Learn about streaming pipelines, data quality, and AI-powered tools for real-time insights.
Add to list
1 Lesons
44 minutes
On-Demand
Free-Video
SQLBits

Introduction to Databricks Delta Live Tables

0 rewiews
Accelerate data pipeline development with Databricks Delta Live Tables. Learn setup, ingestion, table creation, pipeline execution, and data validation for faster, more reliable projects.
Add to list
1 Lesons
50 minutes
On-Demand
Free-Video
SQLBits

Delta Live Tables - Building Reliable ETL Pipelines with Azure Databricks

0 rewiews
Build fast, reliable, and scalable ETL pipelines using Delta Live Tables on Azure Databricks. Learn declarative approaches and see demos of simple and complex streaming pipelines.
Add to list
9 Lesons
49 minutes
On-Demand
Free-Video
SQLBits

Declarative ETL Pipelines with Delta Live Tables - Modern Software Engineering for Data Analysts and Engineers

0 rewiews
Modernize ETL pipelines using Delta Live Tables for efficient data management. Learn development, production, and best practices for reliable, testable, and scalable data processing.
Add to list
14 Lesons
51 minutes
On-Demand
Free-Video
OSACon

Building a Fully-Managed OSS-Compatible Lakehouse with BigLake Managed Tables

0 rewiews
Discover how BigLake Managed Tables enhances open lakehouse formats by combining BigQuery infrastructure with OSS compatibility for improved data management, access control, and high-throughput streaming.
Add to list
1 Lesons
27 minutes
On-Demand
Free-Video
Data Science Conference

How Data Hub Flies Above the Clouds - Building a Centralized Social Media Analytics Platform

0 rewiews
Discover how to build a centralized data platform using Azure services, integrating social media data through Data Lake, Databricks, and Power BI for comprehensive analytics and reporting.
Add to list
1 Lesons
45 minutes
On-Demand
Free-Video
Databricks

Architecting for Data Quality in the Lakehouse with Delta Lake and PySpark

0 rewiews
Learn techniques for ensuring data quality in lakehouses using Delta Lake and PySpark. Explore data observability, reliability lifecycle, and practical implementation of quality checks across metadata, storage, and query layers.
Add to list
34 Lesons
1 hour 1 minute
On-Demand
Free-Video
Databricks

Fast, Cheap and Easy Data Ingestion with AWS Lambda and Delta Lake

0 rewiews
Explore event-driven data ingestion using AWS Lambda with Delta Lake. Learn to process, update, and query Delta tables efficiently in Python and Rust for a more responsive data platform.
Add to list
1 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Data Engineering with Rust and Delta Lake

0 rewiews
Explore data engineering with Rust, leveraging Delta Lake, data fusion, and arrow for high-performance pipelines. Learn to ingest, enrich, manage, and export data using Rust's powerful capabilities.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Cloud Migration and Cost Optimization in the Databricks Lakehouse

0 rewiews
Revolutionize data environments with Delta Lake and Unity Catalog, achieving cloud migration in under 6 months and 90% cost reduction. Benefit from data lakehouse advantages like time travel and unified governance.
Add to list
1 Lesons
33 minutes
On-Demand
Free-Video
Databricks

BigQuery Native Integration with Delta Lake - The Latest Announcement

0 rewiews
Explore BigQuery's native querying of Delta Lake tables, enhancing data strategy with improved performance and cross-cloud capabilities. Learn about GCP's open platform integrations and interoperability features.
Add to list
1 Lesons
18 minutes
On-Demand
Free-Video
Databricks

Efficient MLOps: Developing and Deploying ML Models with Databricks

0 rewiews
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.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
Conf42

Build Open Format Data Lakehouse

0 rewiews
Explore open format data lakehouse architecture, benefits, and implementation strategies for efficient cloud-native data management and analytics.
Add to list
2 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Building a Petabyte-Scale Cybersecurity Data Mesh in Azure with Delta Lake - HSBC Case Study

0 rewiews
Explore HSBC's innovative approach to building a petabyte-scale cybersecurity data mesh in Azure, leveraging Delta Lake to address unique challenges and empower analysts with a unified, scalable platform.
Add to list
22 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Combining Machine Learning and MLflow with Lakehouse Architecture - Data Brew Episode 5

0 rewiews
Explore how Quby leverages ML and MLflow with their lakehouse to extract value from IoT sensor data, moving from batch to real-time streaming for energy optimization and customer insights.
Add to list
15 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Data Mesh in Practice - Beyond the Data Lake for Fashion E-Commerce

0 rewiews
Explore Zalando's journey from centralized Data Lake to distributed Data Mesh architecture, emphasizing data ownership, quality, and accessibility through decentralized domain-focused approach and Data Products concept.
Add to list
17 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Taking Machine Learning to Production with MLflow - New Features and Best Practices

0 rewiews
Explore MLflow's latest features for productionizing machine learning, including model management, CI/CD, data schemas, and integration with PyTorch for seamless deployment and operation of ML applications.
Add to list
22 Lesons
41 minutes
On-Demand
Free-Video
Databricks

Monitoring ML Models, IoT Data, and Quality Checks on Delta Lake - Quby's Approach

0 rewiews
Discover how Quby monitors IoT data, ML models, and data quality using Databricks. Learn about Delta Lake, MLflow, and Slack integration for efficient data processing and model performance tracking.
Add to list
22 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Identifying Sensitive Data and Mitigating Risk in Apache Spark and Databricks

0 rewiews
Discover sensitive data in Apache Spark and Databricks using BigID's platform. Learn to scale discovery, label data, and apply necessary guardrails for compliance and risk mitigation in data analytics.
Add to list
8 Lesons
27 minutes
On-Demand
Free-Video
Microsoft

How Delta Lake with Azure Databricks Can Accelerate Your Big Data Workloads by 100x

0 rewiews
Explore advanced Delta Lake features on Azure Databricks for reliable, scalable data lakes. Learn optimizations for analytics and ML workloads, including file compaction, Z-Order partitioning, and unified batch/streaming.
Add to list
8 Lesons
26 minutes
On-Demand
Free-Video
Data Science Conference

Lakehouse Architecture with Delta Lake and Databricks

0 rewiews
Dive into Lakehouse architecture fundamentals, exploring Delta Lake format and Databricks platform implementation for modern data management and analytics solutions.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video
Big Data Demystified

Fixing Small Files Performance Issues in Apache Spark Using DataFlint

0 rewiews
Master Apache Spark's file handling optimization techniques and learn to solve small files performance issues using DataFlint. Explore best practices for storage formats like Delta Lake and Iceberg.
Add to list
1 Lesons
26 minutes
On-Demand
Free-Video
The ASF

Whitefox: Simple Table Format Sharing for Open Data Systems

0 rewiews
Simplify data sharing with Whitefox, an open-source protocol for streamlined access management in table-format architectures, offering lightweight and native accessibility for Iceberg and Delta Lake.
Add to list
1 Lesons
25 minutes
On-Demand
Free-Video
SQLBits

Govern Your Self-Service Integration Processes

0 rewiews
Implement clear governance for self-service data integration across diverse environments. Control and audit data loading, processing, and uploading with WOODY.IO.
Add to list
1 Lesons
19 minutes
On-Demand
Free-Video
Databricks

Towards Multi-Table Transactions in Delta Lake

0 rewiews
Explore managed-commits in Delta Lake: a new protocol enabling multi-table transactions, reliable commit semantics, and enhanced data governance for cloud storage-based data lakes.
Add to list
1 Lesons
20 minutes
On-Demand
Free-Video
Databricks

Delta Lake for Polyglot Data and Machine Learning Workloads

0 rewiews
Explore Delta Lake's power for data streams, analysis, and ML workloads. Learn about data quality monitoring, efficient job management, and leveraging Delta for auto-ML models and Spark Structured Streaming.
Add to list
1 Lesons
18 minutes
On-Demand
Free-Video
Databricks

Delta Tensor: Efficient Vector and Tensor Storage in Delta Lake

0 rewiews
Efficient tensor storage solution for machine learning workflows, using chunking and sparse encoding to reduce IO costs and improve storage efficiency in cloud-native Lakehouse environments.
Add to list
1 Lesons
15 minutes
On-Demand
Free-Video
Databricks

Efficient Near Real-Time Event Ingestion using DLT - Insights and Lessons

0 rewiews
Explore Nextdoor's shift to near-real-time streaming with DLT, enabling quick event querying for analysis and monitoring while reducing costs. Learn about challenges, lessons, and optimization techniques.
Add to list
1 Lesons
18 minutes
On-Demand
Free-Video
Databricks

Shaping the Future of Data in India's Premier Fashion E-Commerce Platform

0 rewiews
Optimizing petabyte-scale clickstream data analysis for fashion e-commerce: Migration to Delta Lake enhances scalability, cost-efficiency, and performance in retail analytics.
Add to list
1 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Data Driven: The Journey to Bring Real-Time ERP Data to a Lakehouse

0 rewiews
Michelin's journey to real-time ERP data integration in a lakehouse, leveraging tools like Kafka, Oracle Golden Gate, and Databricks for faster inventory updates and enhanced business analytics.
Add to list
1 Lesons
28 minutes
On-Demand
Free-Video