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MLOps.community

Unified Data and AI Governance with Unity Catalog

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Explore the challenges of fragmented governance in multi-vendor data and AI landscapes and discover how Unity Catalog can revolutionize your organization's governance strategy. Learn about the complexities and inefficiencies arising from tool sprawl in c…
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1 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Data and AI World Tour 2024 Bangkok - Deep Dive on Data Management, AI, and Industry Applications

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Dive into a comprehensive 2.5-hour conference session from the Data + AI World Tour 2024 in Bangkok, exploring cutting-edge technologies in data management, warehousing, governance, and generative AI for enterprises. Gain insights from industry leaders o…
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10 Lesons
2 hours 29 minutes
On-Demand
Free-Video
MLOps.community

Putting the AI Back in Medallion Lake Design

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Explore a comprehensive analysis of lakehouse design and its integration with AI in this insightful 13-minute talk by Simon Whiteley, a Databricks Beacon and Microsoft MVP. Delve into the challenges companies face when adopting lakehouses and learn how t…
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1 Lesons
13 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

How Not to Let Your Data and Model Drift Away Silently

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Discover strategies to prevent data and model drift, ensuring ML models maintain performance and value over time in production environments.
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1 Lesons
40 minutes
On-Demand
Free-Video
MLOps World: Machine Learning in Production

Complete ML Lifecycle with MLflow - Learn Its Four Components

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Explore MLflow's four components to simplify the machine learning lifecycle, from experimentation to production, enhancing reproducibility and accelerating development.
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1 Lesons
1 hour 29 minutes
On-Demand
Free-Video
Databricks

Data and AI World Tour 2024 Bangkok - Deep Dive on Data Management, AI, and Industry Applications

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Explore cutting-edge data and AI technologies, real-world applications, and industry insights from global experts. Gain knowledge on generative AI, data governance, and optimizing data intelligence for enterprise success.
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10 Lesons
2 hours 29 minutes
On-Demand
Free-Video
Anyscale

Databricks' vLLM Optimization for Cost-Effective LLM Inference - Ray Summit 2024

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Discover strategies for optimizing vLLM to enhance LLM inference performance, reduce GPU idle time, and accelerate quantization, leading to cost-effective large-scale language model deployment.
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1 Lesons
28 minutes
On-Demand
Free-Video
Microsoft

Anomaly Detection on Streaming Data Using Azure Databricks

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Learn to detect numerical anomalies in streaming data using Azure Databricks and Anomaly Detector. Build an end-to-end solution for monitoring applications with real-time anomaly detection capabilities.
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7 Lesons
26 minutes
On-Demand
Free-Video
Pragmatic AI Labs

MLOps Platforms From Zero - Databricks, MLFlow-MLRun-SKLearn

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Comprehensive guide to building MLOps platforms using Databricks, AutoML, SKLearn, and AWS. Covers end-to-end process from project setup to model deployment, including CI/CD, experimentation, and containerization.
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17 Lesons
2 hours 26 minutes
On-Demand
Free-Video
Databricks

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

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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.
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10 Lesons
52 minutes
On-Demand
Free-Video
The Machine Learning Engineer

Databricks MLOps: Accessing Data with Dbutils FS in Azure, AWS, and GCP

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Aprende a utilizar Databricks FS para acceder a archivos en Azure Blob, AWS S3 y Google Cloud Storage, mejorando tus habilidades en MLOps y ciencia de datos.
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1 Lesons
30 minutes
On-Demand
Free-Video
The Machine Learning Engineer

LLMOps with Langchain, OpenAI, and Databricks - Creating a Retrieval QA Chain

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Crea un chain Retrieval QA con Langchain, Faiss y OpenAI. Aprende a salvar componentes en MLFLOW Databricks y realizar inferencias usando la chain creada.
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1 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps in Databricks: Using DButils Tool

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Aprende a utilizar dbutils en tu espacio de trabajo Databricks para mejorar tus proyectos de aprendizaje automático y ciencia de datos.
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1 Lesons
46 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps in Databricks: DButils Library - Spanish

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Aprende a utilizar la librería DButils en Databricks para optimizar tus proyectos de Machine Learning y MLOps. Explora funcionalidades clave y mejora tu flujo de trabajo.
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1 Lesons
41 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps with Databricks: LLMOps, MLFlow, OpenAI, and Databricks - Spanish

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Aprende a utilizar OpenAI GPT-4 como revisor de código, encapsulándolo en un modelo Python de MLflow para implementarlo en una pipeline de Databricks.
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1 Lesons
38 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps with Databricks: LLMOps, MLFlow, Transformers, and Databricks - Spanish

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Aprende LLMOps con MLFlow y Databricks: implementa y gestiona modelos de lenguaje a gran escala utilizando herramientas de vanguardia en español.
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1 Lesons
52 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps Databricks: Secrets Scope and Azure KeyVault Integration - Spanish

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Aprende a integrar Databricks Secrets con Azure KeyVault para gestionar de forma segura las credenciales en proyectos de Machine Learning y MLOps.
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1 Lesons
36 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps with Databricks: LLMs Using HuggingFace Transformers - Spanish

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Explora LLMs con HuggingFace Transformers en Databricks: summarization, traducción, análisis de sentimientos, zero-shot y few-shot prompting.
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1 Lesons
28 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: MLFlow Projects - Dockerized Environments and MLflow in Spanish

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Aprende a crear pipelines de ejecución con MLflow Projects, utilizando Docker y Databricks para logging y tracking en entornos de Machine Learning.
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1 Lesons
27 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML and MLOps Databricks: REST API v2 for Data Science and Machine Learning

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Domina la API REST v2 de Databricks para optimizar flujos de trabajo de ML y MLOps, mejorando la eficiencia en ciencia de datos y aprendizaje automático.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

ML y MLOPS Databricks - REST API v2 en Español

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Domina la API REST v2 de Databricks para ML y MLOps. Aprende a automatizar tareas, gestionar clústeres y optimizar flujos de trabajo en ciencia de datos.
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1 Lesons
42 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps: Databricks MLFlow y Optuna para Ajuste de Hiperparámetros - Español

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Optimiza modelos de machine learning con Databricks, MLflow y Optuna. Aprende técnicas de ajuste de hiperparámetros usando XGBoost en un entorno práctico.
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1 Lesons
40 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: Databricks y MLFlow Hyper-Parameter Tuning en Español

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Optimiza modelos de machine learning con Databricks y MLflow, utilizando Hyperopt y XGBoost para ajuste de hiperparámetros.
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1 Lesons
26 minutes
On-Demand
Free-Video
The Machine Learning Engineer

MLOps MLFlow: Mlflow Projects - Databricks and MLFlow Pipelines

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Aprende a crear pipelines de ejecución con MLflow Projects, utilizando Databricks como repositorio de artefactos y servidor de seguimiento para registrar toda la actividad.
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1 Lesons
20 minutes
On-Demand
Free-Video
Databricks

Protecting PII and PHI Data in Data Lakes with Column-Level Encryption

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Explore column-level encryption techniques for protecting sensitive data in data lakes, including design, implementation, and key management, with a focus on securing PII/PHI information.
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16 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Scaling Security Threat Detection with Apache Spark and Databricks

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Explore advanced security threat detection using Apache Spark and Databricks. Learn about innovative solutions for notebook-based testing, self-tuning alerts, automated investigations, and custom SDK development for enhanced cybersecurity.
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26 Lesons
24 minutes
On-Demand
Free-Video
Databricks

Using Generative AI and Databricks Workloads to Manage Sensitive Data

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Explore solutions for managing sensitive data using Databricks' Unity Catalog. Learn how to leverage AI and organizational capabilities to protect data throughout its lifecycle while enabling processing and operational use.
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1 Lesons
18 minutes
On-Demand
Free-Video
Databricks

AI-Powered EDR: Streamlining Blackberry Cybersecurity with Databricks

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Discover how Databricks optimized Blackberry's EDR system, improving incident detection speed, reducing query latency by 20%, and cutting costs by 30% while enhancing data management and cybersecurity capabilities.
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1 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Building a Secure and Scalable Cybersecurity Lakehouse - Rivian's Approach

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Rivian's innovative cybersecurity lakehouse enables real-time, cross-team detections, automating response management. This scalable solution reduced implementation time and increased coverage, outperforming proprietary SIEM systems.
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1 Lesons
35 minutes
On-Demand
Free-Video
Databricks

Becoming GDPR and CCPA Compliant Using Delta Live Tables

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

Ensuring GDPR Compliance for Real-Time Data Pipelines

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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.
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1 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Photon: Accelerating SQL Queries on Databricks Lakehouse Platform

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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.
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12 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Accelerating Data Science Initiatives with Databricks and Privacera

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Explore how Databricks' SQL Analytics and Privacera's governance capabilities integrate to provide rapid, secure data access for advanced analytics while ensuring compliance with privacy regulations.
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12 Lesons
23 minutes
On-Demand
Free-Video
Databricks

A Collaborative Data Science Development Workflow Using Kedro and MLflow

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Explore a collaborative data science workflow using Kedro pipelines, MLflow tracking, and cloud-agnostic GPU containers for efficient model development, training, and production deployment.
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13 Lesons
24 minutes
On-Demand
Free-Video
Databricks

What's New with Databricks Machine Learning

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Explore Databricks' latest ML innovations, from data preparation to model deployment, in a detailed demo showcasing simplified lifecycle management and enhanced productivity features.
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8 Lesons
25 minutes
On-Demand
Free-Video
Databricks

AI at Scale: Industrializing ML with Databricks

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Learn to industrialize ML applications, accelerate model delivery, and optimize data science workflows while maintaining high governance standards using Databricks Lakehouse platform for enterprise-scale AI solutions.
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9 Lesons
29 minutes
On-Demand
Free-Video
Databricks

Make Reliable ETL Easy on Delta Lake

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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.
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14 Lesons
45 minutes
On-Demand
Free-Video
Databricks

Creating a Lakehouse on AWS

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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.
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8 Lesons
22 minutes
On-Demand
Free-Video
Databricks

MLflow Model Serving - From Training to Production

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Comprehensive overview of MLflow Model Serving, covering offline and online scoring, deployment options, and integration with Databricks, with practical examples and recent features.
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31 Lesons
37 minutes
On-Demand
Free-Video
Databricks

Designing and Implementing a Real-time Data Lake with Dynamically Changing Schema

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Learn to build a robust streaming ETL pipeline that handles dynamically changing schemas and new event types without downtime, using Delta Lake and Databricks for real-time data lake implementation.
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12 Lesons
25 minutes
On-Demand
Free-Video
Databricks

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

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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.
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19 Lesons
29 minutes
On-Demand
Free-Video
Databricks

DBT Using Databricks and Delta

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Learn to leverage Data Build Tool (DBT) with Databricks and Delta for efficient data lake management, including SQL-first approach, upsert capabilities, and Azure integration for enhanced observability.
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20 Lesons
26 minutes
On-Demand
Free-Video
Databricks

Building an MLOps Platform with MLflow for Rapid Model Productionalization

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Discover how DataSentics built an MLOps platform around MLflow to streamline model productionalization, reducing deployment time to minutes. Learn about real-life experiences, platform demo, and lessons learned.
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10 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Optimizing Geospatial Queries with Dynamic File Pruning in Databricks Delta

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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.
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23 Lesons
25 minutes
On-Demand
Free-Video
Databricks

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

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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.
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16 Lesons
54 minutes
On-Demand
Free-Video
Databricks

Run Queries Instantly in Optimized Environments - Databricks Data Platform Overview

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Discover how Databricks empowers data teams with instant query execution, optimized environments, and enhanced security, accelerating innovation while maintaining governance and compliance.
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15 Lesons
41 minutes
On-Demand
Free-Video
Databricks

Dumb-Proofing Data Pipelines: Techniques for Configurable and Maintainable ETL - Databricks

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Techniques to create configurable, maintainable data pipelines. Learn to externalize configurations, validate inputs, and leverage Scala features for robust, easily deployable ETL processes.
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14 Lesons
22 minutes
On-Demand
Free-Video
Databricks

Learn to Use Databricks for Data Science

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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.
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23 Lesons
39 minutes
On-Demand
Free-Video
Databricks

Getting Started with Databricks SQL Analytics

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Explore Databricks SQL Analytics: set up SQL endpoints, query workspaces, create dashboards, and connect BI tools. Learn how this tool enhances the Lakehouse architecture for SQL-savvy data analysts.
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10 Lesons
27 minutes
On-Demand
Free-Video
Databricks

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

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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.
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12 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Wizard Driven AI Anomaly Detection with Databricks in Azure

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Explore wizard-driven AI anomaly detection for fraud prevention using Databricks. Learn unsupervised and supervised methods, aggregation frameworks, and human-in-the-loop feedback to improve models over time.
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13 Lesons
23 minutes
On-Demand
Free-Video
Databricks

Real-World Evidence and Patient Analytics Using Databricks - A Use Case

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Explore real-world health data analytics using Databricks, including insights generation, data security, and advanced use cases. Learn about big data ingestion and cloud-based platform industrialization for life sciences.
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9 Lesons
31 minutes
On-Demand
Free-Video
Databricks

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

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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.
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14 Lesons
25 minutes
On-Demand
Free-Video
Databricks

Enable Production ML with Databricks Feature Store

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Simplify production ML with Databricks Feature Store. Learn to overcome data challenges, enable real-time inference, and streamline ML projects using a unified data lakehouse platform integrated with Apache Spark and MLflow.
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14 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Databricks and Enterprise Observability with Overwatch - Understanding Cost, Utilization, and Workloads

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Explore Overwatch's capabilities for monitoring Databricks platform costs, utilization, and workloads. Learn implementation, use cases, and solutions to common observability challenges.
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9 Lesons
32 minutes
On-Demand
Free-Video
Databricks

Scaling XGBoost for Thousands of Features with Databricks

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Scaling XGBoost for online advertising: Learn to handle thousands of features, optimize model training, and avoid common pitfalls in both Python and Scala implementations on Spark.
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25 Lesons
51 minutes
On-Demand
Free-Video
Databricks

Databricks University Alliance: Teaching with Databricks - Community Lightning Talks

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Professors share experiences using Databricks in classrooms, covering course content, platform setup, and key observations. Insights from diverse universities on teaching data science and analytics with Databricks.
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10 Lesons
49 minutes
On-Demand
Free-Video
Bryan Cafferky

Hot Technologies in Data Analytics - What You Need to Learn

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Discover essential emerging technologies in Data Analytics and learn how to evaluate them for your career advancement.
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10 Lesons
24 minutes
On-Demand
Free-Video
Bryan Cafferky

Databricks Fast Lanes - Better Performance and Lower Costs

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Optimize SQL Endpoints with Databricks Fast Lanes for improved performance and cost-efficiency in analytics and data warehouse workloads.
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11 Lesons
21 minutes
On-Demand
Free-Video
Bryan Cafferky

Master Databricks and Apache Spark - SparkR Usage - Lesson 35

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Explore SparkR for integrating R with Databricks and Apache Spark, covering architecture, APIs, libraries, and practical examples of data manipulation and analysis.
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25 Lesons
31 minutes
On-Demand
Free-Video
Bryan Cafferky

Master Databricks and Apache Spark - Introduction

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Learn the fundamentals of Databricks and Apache Spark, exploring scale-up vs. scale-out concepts and laying the groundwork for mastering these powerful data processing tools.
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12 Lesons
32 minutes
On-Demand
Free-Video
Bryan Cafferky

Master Databricks and Apache Spark Step by Step - PySpark Using RDDs

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Explore PySpark and RDDs in Databricks: Learn about lazy evaluation, transformations, and actions while analyzing data using Resilient Distributed Datasets.
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14 Lesons
21 minutes
On-Demand
Free-Video
Bryan Cafferky

Using SQL Window Functions in Databricks and Apache Spark - Lesson 16

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Learn to leverage Spark SQL window functions for advanced data engineering on Databricks, including cumulative totals, ranking, and aggregations alongside detail rows, enhancing your data manipulation capabilities.
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8 Lesons
24 minutes
On-Demand
Free-Video
Bryan Cafferky

Using SQL Views in Databricks and Apache Spark - Lesson 12

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Learn to create and utilize SQL views in Databricks for efficient data analysis and pipeline reuse. Explore common table expressions, aggregations, and case statements for advanced querying techniques.
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13 Lesons
28 minutes
On-Demand
Free-Video
Bryan Cafferky

Using the Data Science Process - Lesson 5

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Explore the data science process from project inception to completion, covering key steps for successful implementation in Databricks and Apache Spark projects.
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8 Lesons
41 minutes
On-Demand
Free-Video
Bryan Cafferky

Create a Spark Cluster - Master Databricks and Apache Spark Step by Step - Lesson 4

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Learn to create and use Apache Spark clusters, understand their differences from Databricks, and explore data querying with Zeppelin notebooks in this step-by-step guide.
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9 Lesons
21 minutes
On-Demand
Free-Video
Bryan Cafferky

Databricks Workspace Tour and Notebook Demo - Lesson 3

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Comprehensive tour of Databricks Workspace, demonstrating tools and features with focus on the proprietary notebook IDE. Provides foundation for advanced Databricks and Apache Spark usage.
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20 Lesons
52 minutes
On-Demand
Free-Video
Bryan Cafferky

Create a Databricks Workspace - Lesson 2

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Learn to create a Databricks workspace in Azure, understanding its components, pricing, and setup process. Gain practical skills for setting up your cloud-based data analytics environment.
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8 Lesons
23 minutes
On-Demand
Free-Video
Bryan Cafferky

Hitting and Resolving Azure Resource Limits

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Learn to manage Azure resource limits, prevent deployment failures, and ensure smooth enterprise operations by understanding quota limits and how to increase them.
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12 Lesons
28 minutes
On-Demand
Free-Video
Bryan Cafferky

Databricks - How to Use Workflows

0 rewiews
Learn to orchestrate and schedule complex multi-task processes using Databricks workflows, a powerful extension to the Jobs service that utilizes DAG architecture for efficient data processing and automation.
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8 Lesons
22 minutes
On-Demand
Free-Video
Databricks

Pandas UDFs and Python Type Hints in Apache Spark 3.0

0 rewiews
Explore redesigned pandas UDFs in Apache Spark 3.0, leveraging Python type hints for clearer, more Pythonic data science workflows and improved static analysis capabilities.
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12 Lesons
22 minutes
On-Demand
Free-Video
Databricks

Apache Spark vs Databricks - On-Premise Performance Comparison

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Comparison of on-premise Databricks and open-source Spark implementations, showcasing 10x performance gains in cyber workloads and addressing challenges of air-gapped analytics solutions.
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6 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Hyperspace - An Indexing Subsystem for Apache Spark

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Explore Hyperspace, an indexing subsystem for Apache Spark that enhances query performance and reduces resource costs. Learn about its design, implementation, and benefits for data analytics on large datasets.
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11 Lesons
32 minutes
On-Demand
Free-Video
Databricks

AutoML Toolkit Deep Dive - Automating Feature Engineering and Model Optimization

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Explore Databricks Labs' AutoML Toolkit for automating feature engineering, model selection, tuning, and deployment. Learn to accelerate machine learning workflows and enhance productivity.
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24 Lesons
1 hour
On-Demand
Free-Video
Databricks

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

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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.
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12 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Preventing Common Pitfalls in Production Streaming Jobs

0 rewiews
Explore key strategies for optimizing streaming jobs in production, covering input parameters, stateful streaming, output configurations, and job modifications to ensure performance and fault tolerance.
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15 Lesons
54 minutes
On-Demand
Free-Video
Databricks

Managing the Complete Machine Learning Lifecycle with MLflow - Introduction to MLflow Tracking

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Introduction to MLflow: tracking experiments, packaging projects, deploying models, and managing lifecycle. Learn to record, reproduce, and compare ML runs using MLflow's components and UI.
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17 Lesons
58 minutes
On-Demand
Free-Video
Databricks

State of the Industry - Machine Learning Platforms and MLOps

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Explore the state of MLOps and ML platforms with industry leaders, focusing on challenges, common components, and Databricks' approach to unified data analytics and machine learning.
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16 Lesons
24 minutes
On-Demand
Free-Video
Databricks

Accelerating Apache Spark with GPUs Using RAPIDS

0 rewiews
Explore GPU acceleration for data science with RAPIDS, offering significant performance gains over CPU-only solutions. Learn its functionality, architecture, and integration with Apache Spark for large-scale computation.
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10 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Augmenting Machine Learning with Databricks Labs AutoML Toolkit

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Explore how Databricks Labs AutoML Toolkit simplifies and optimizes machine learning processes, from data preparation to model optimization, using financial loan risk data examples.
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16 Lesons
30 minutes
On-Demand
Free-Video
Databricks

Simplify and Scale Data Engineering Pipelines with Delta Lake

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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.
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23 Lesons
38 minutes
On-Demand
Free-Video
Databricks

Introduction to Databricks Lakehouse Platform Architecture and Security

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

Low-Code Machine Learning on Databricks with AutoML

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Discover how to build, train, and deploy ML models using Databricks AutoML and low-code tools, empowering users of all expertise levels to create predictive analytics solutions.
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17 Lesons
34 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.
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16 Lesons
36 minutes
On-Demand
Free-Video
Databricks

Orchestration Made Easy with Databricks Workflows

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Discover Databricks Workflows: a managed orchestration service for streamlined data pipelines. Learn to create, run, and monitor reliable workflows, implement recovery actions, and explore new features for efficient data management.
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11 Lesons
35 minutes
On-Demand
Free-Video
Databricks

Administrator Best Practices for Scaling and Securing Databricks Deployments

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Optimize Databricks administration for enterprise-scale deployments. Learn best practices, new capabilities, and customer insights for efficient onboarding, security, and workspace management.
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13 Lesons
40 minutes
On-Demand
Free-Video
Databricks

Securing Databricks on AWS Using PrivateLink - Deployment and Automation

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Learn to secure Databricks on AWS using PrivateLink, covering architecture, setup, and automation. Gain insights on minimizing public internet data transfers for enhanced security and cost-efficiency.
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16 Lesons
31 minutes
On-Demand
Free-Video
Databricks

Data Warehousing on the Lakehouse - Unifying Data, AI, and Analytics

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Unify data, AI, and analytics with the lakehouse architecture. Learn success stories, use cases, and best practices for ingesting, storing, and governing data at scale for SQL and BI workloads using Databricks SQL.
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20 Lesons
39 minutes
On-Demand
Free-Video
Databricks

User Defined Aggregation in Apache Spark - From Challenges to Improvements

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Explore Apache Spark's User Defined Aggregate Functions (UDAFs), their evolution, and improvements in Spark 3.0. Learn to create custom aggregations, enhance performance, and contribute to the Spark community.
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19 Lesons
21 minutes
On-Demand
Free-Video
Databricks

Cloud-Native Apache Spark Scheduling with YuniKorn on Kubernetes

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Explore cloud-native Apache Spark scheduling on Kubernetes using YuniKorn. Learn about efficient resource management, quota handling, and auto-scaling for large-scale Spark jobs in cloud environments.
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24 Lesons
36 minutes
On-Demand
Free-Video
Databricks

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

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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.
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7 Lesons
27 minutes
On-Demand
Free-Video
Linux Foundation

Simplifying Testing of Spark Applications

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Learn techniques to simplify testing Spark applications, covering Python UDFs, Pandas UDFs, and functional APIs. Explore practical scenarios and demos for efficient data processing and analysis.
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21 Lesons
46 minutes
On-Demand
Free-Video
Linux Foundation

Delta Lake - Diving into Data Lakes Without the Downsides

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

Introducing Your Databricks Flight Assistant - Lakehouse AI Copilot

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Explore Databricks' Lakehouse Assistant: Chat in English to generate SQL queries, scripts, and code explanations while navigating the Lakehouse with ease.
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1 Lesons
19 minutes
On-Demand
Free-Video
SQLBits

Generate Test Data Quick, Easy and in Large Volumes with the Databricks Labs Data Generator

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Generate terabytes of proper test data quickly and easily using Databricks Labs Data Generator for dev environments across Azure, AWS, and GCP.
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1 Lesons
19 minutes
On-Demand
Free-Video
CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 20

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Explore Databricks Photon and Spark SQL's advanced features for efficient data processing and analysis in modern database systems.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
CMU Database Group

Databricks Photon and Spark SQL in Advanced Database Systems - Lecture 18

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Explore Databricks Photon and Spark SQL architectures, optimizations, and performance improvements in modern data processing systems.
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1 Lesons
1 hour 8 minutes
On-Demand
Free-Video
NashKnolX

Ensuring Data Quality in Databricks with Great Expectations

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Integrate Great Expectations with Databricks to set, test, and enforce data pipeline expectations, ensuring accuracy and reliability in your data workflows.
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1 Lesons
47 minutes
On-Demand
Free-Video
NashKnolX

Data Engineering: A Deep Dive into Databricks

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Master Databricks for efficient data processing, focusing on Apache Spark transformations, ingestion methods, storage, orchestration, and best practices to optimize data engineering workflows.
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1 Lesons
48 minutes
On-Demand
Free-Video
NashKnolX

Introduction to Azure Databricks

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Explore Azure Databricks: Simplify big data analytics, streamline processing, and enhance data accessibility for informed decision-making.
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1 Lesons
33 minutes
On-Demand
Free-Video