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#DataOps

Showing: 39 courses
Microsoft

Smart Data Pipelines to Azure - Ingesting and Migrating Data the DataOps Way

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Explore StreamSets' DataOps platform for optimizing data ingestion and migration to Azure. Learn about smart data pipelines, integration with Azure services, and how to speed up cloud adoption using modern data engineering practices.
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12 Lesons
30 minutes
On-Demand
Free-Video
Data Science Dojo

DataOps for the Modern Computer Vision Stack

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Explore DataOps for computer vision, addressing key challenges and principles. Learn about pipeline implementation, data management, and future trends in modern CV stacks.
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8 Lesons
44 minutes
On-Demand
Free-Video
Linux Foundation

Simplify End-to-End MLOps with PostgresML

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Discover how SQL and PostgresML simplify MLOps workflows, streamlining AI/ML project management from development to deployment and monitoring in production environments.
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1 Lesons
32 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Principles of Good Machine Learning Systems Design

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Learn key principles for designing effective machine learning systems, from project scoping to deployment and maintenance, with insights on team structuring and the ML production ecosystem.
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1 Lesons
36 minutes
On-Demand
Free-Video
Linux Foundation

Designing Modern Data Platforms with Apache Cassandra and Beyond

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Explore the Data Platform Canvas to design modern data platforms using Apache Cassandra, open-source, and cloud-native technologies. Learn to make informed decisions for your data infrastructure needs.
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1 Lesons
27 minutes
On-Demand
Free-Video
Data Science Conference

Bosch DataOps: NLP Development and Pipeline Orchestration on Kubernetes

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Discover how to scale NLP development using Kubernetes, featuring DataOps practices, pipeline orchestration, and MLOps tools integration within AWS cloud for production-ready systems.
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1 Lesons
29 minutes
On-Demand
Free-Video
The ASF

Building an Integrated Data Asset Platform with Apache DolphinScheduler - DataOps Track

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Discover how Apache DolphinScheduler powers Unicom Digital Technology's integrated data asset platform, exploring key features and implementation strategies for efficient data operations.
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1 Lesons
37 minutes
On-Demand
Free-Video
The ASF

Continuous Optimization - Two Years of Webex Improvements Based on Apache Dolph

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Discover how Cisco Webex leveraged Apache Dolph over two years to achieve continuous optimization, driving improvements and innovations in their communication platform.
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1 Lesons
38 minutes
On-Demand
Free-Video
The ASF

Building a Unified Metadata Layer with Gravitino

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Explore the importance of unified metadata layers through Gravitino, examining key DataOps concepts and architectural approaches for modern data infrastructure management.
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1 Lesons
46 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Product Recommendation System on Kubernetes Using Argo Workflows

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Learn to build a product recommendation system using Argo Workflows on Kubernetes. Explore DataOps, pipelines, and tools like Minio and Apache Spark for efficient data processing and analysis.
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1 Lesons
29 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

The State of Production MLOps in the Cloud Native Ecosystem

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Explore production MLOps challenges, best practices, and tools in the Cloud Native ecosystem. Learn key principles for deploying, monitoring, and scaling ML systems effectively.
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18 Lesons
39 minutes
On-Demand
Free-Video
Linux Foundation

Global School Connectivity DataOps Platform

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Explore the development of an open-source DataOps stack managing connectivity data for millions of schools, covering ingestion, pipelines, quality, and analytics integration.
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1 Lesons
39 minutes
On-Demand
Free-Video
Conf42

DevOps Best Practices for DataOps Mesh

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Discover DevOps best practices for implementing DataOps Mesh, enhancing data management and collaboration in complex environments.
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2 Lesons
38 minutes
On-Demand
Free-Video
Open Data Science

Scaling Data Preparation for Your Data-Centric AI Development

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Explore scaling data preparation for AI development, covering DataOps, versioning, labeling, and automating workflows into robust pipelines for efficient ML operationalization.
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10 Lesons
26 minutes
On-Demand
Free-Video
Linux Foundation

How Open Source Helps DataOps - Panel Discussion

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Explore how open source technologies enhance DataOps practices with insights from industry experts on innovation, collaboration, and data management strategies.
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1 Lesons
44 minutes
On-Demand
Free-Video
Linux Foundation

Open Source DataOps and MLOps Strategies

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Demystifying data challenges: interoperability, standardization, and vendor lock-in. Strategies for implementing DataOps and MLOps infrastructures using open source technologies.
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1 Lesons
23 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Cloud-Native Dataspaces: Experiences from the German Research Data Ecosystem

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Explore cloud-native dataspaces for research data ecosystems, leveraging Kubernetes and open-source tools to enhance data integration, interoperability, and operational efficiency across organizational boundaries.
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1 Lesons
26 minutes
On-Demand
Free-Video
SQLBits

From DevOps for Data to DataOps

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Explore DataOps principles and practices for data & analytics, comparing similarities and differences with DevOps in software engineering to enhance agility and business value.
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1 Lesons
51 minutes
On-Demand
Free-Video
SQLBits

Implementing a Data Quality Framework for Databricks, Synapse, and Power BI Solutions

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Implement a framework for data quality validation and monitoring across your end-to-end data platform, including Power BI, Databricks, and Synapse Analytics.
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1 Lesons
50 minutes
On-Demand
Free-Video
Conf42

DataOps as a Service

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Explore DataOps as a Service: streamline data operations, enhance efficiency, and leverage cloud-native solutions for modern data management challenges.
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2 Lesons
12 minutes
On-Demand
Free-Video
GOTO Conferences

Designing Data Governance from the Ground Up

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Explore strategies for effective data governance, including building a framework, assembling a team, and integrating governance into development processes. Learn to overcome challenges and leverage data for organizational success.
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6 Lesons
39 minutes
On-Demand
Free-Video
PASS Data Community Summit

DataOps - Deploy SQL Server Databases Using Azure Pipelines

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Learn to automate SQL Server database deployments using Azure Pipelines and Visual Studio Database Projects. Covers creating projects, manual deployments, and setting up automated pipelines with secure credential management.
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1 Lesons
1 hour 13 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

How Spotify Leverages Flyte to Coordinate Financial Analytics Company-Wide

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Explore Spotify's use of Flyte for financial analytics, covering MLOps/DataOps needs, best practices for ML/data apps, and how Flyte bridges technical gaps for users of varying proficiency.
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14 Lesons
41 minutes
On-Demand
Free-Video
ISTA Conference

DataOps as a Service - Applying DevOps Practices to Data Engineering

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Explore DevOps practices in data engineering, addressing challenges and showcasing the Versatile Data Kit for implementing DataOps principles.
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1 Lesons
18 minutes
On-Demand
Free-Video
Data Council

How Dashboards as Code Can Help You Develop and Validate Your Analytics

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Explore DataOps practices for efficient dashboard development. Learn code-based approaches to streamline BI processes, improve accuracy, and enhance the analytics lifecycle at Glean.
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1 Lesons
29 minutes
On-Demand
Free-Video
The ASF

The Implementation of DataOps in Unicom Digital Division: Building Integrated Data Capabilities

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Explore Unicom's DataOps implementation using Apache DolphinScheduler, including challenges and solutions for large-scale Hadoop task scheduling.
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1 Lesons
19 minutes
On-Demand
Free-Video
SQLBits

Automating Azure Data Factory for Rapid Data Ingestion - 20-Minute Solution

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Automate Azure Data Factory ingestion into Data Lake using BimlFlex accelerators in just 20 minutes. Learn efficient data loading techniques and DataOps automation.
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1 Lesons
12 minutes
On-Demand
Free-Video
SQLBits

What Playing Minecraft Taught Me About DevOps

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Discover parallels between Minecraft and DevOps, exploring how gaming principles can enhance software development practices and team collaboration.
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1 Lesons
20 minutes
On-Demand
Free-Video
SQLBits

SQL Server 2022 Migrations with dbatools

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Migrate databases to SQL Server 2022 using dbatools, streamlining the process with PowerShell automation for efficient and seamless upgrades.
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1 Lesons
20 minutes
On-Demand
Free-Video
SQLBits

Data Modernization in a Hybrid World

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Explore the data journey from consolidation to hybrid cloud, covering modern architectures, Linux, containers, and a holistic model approach for data management.
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1 Lesons
18 minutes
On-Demand
Free-Video
SQLBits

Data Observability with HEDDA.IO

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Integrate HEDDA.IO for continuous data quality monitoring, error detection, and parameter change alerts across systems, enhancing data observability in your processes and platforms.
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1 Lesons
21 minutes
On-Demand
Free-Video
Google Cloud Tech

The Data Professional in the Era of Generative AI

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Explore the convergence of DataOps, MLOps, and LLMs in the era of generative AI. Learn how data analytics and machine learning applications are evolving and creating value for organizations.
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9 Lesons
26 minutes
On-Demand
Free-Video
Canonical Ubuntu

All About Ops: DataOps, MLOps, DevOps, AIOps

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Explore DataOps, MLOps, DevOps, and AIOps with Michelle and Andreea. Discover how these practices optimize enterprise data, machine learning, and AI projects for improved efficiency and quality.
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1 Lesons
29 minutes
On-Demand
Free-Video
Databricks

Power Up Your Lakehouse with Git Semantics and Delta Lake

0 rewiews
Enhance data versioning in lakehouses using Delta Lake and lakeFS, enabling git-like semantics for improved time travel, data quality, and operational economics.
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1 Lesons
23 minutes
On-Demand
Free-Video
The ASF

Full-link Data Monitoring in Xiaomi Data Integration

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Discover comprehensive data monitoring strategies and integration practices used at Xiaomi, focusing on full-link monitoring systems and DataOps implementation techniques.
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1 Lesons
34 minutes
On-Demand
Free-Video
SQLBits

DataOps 101 - A Better Way to Develop and Deliver Data Analytics

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Discover DataOps principles for reliable, timely, and trustworthy Power BI analytics. Learn to continuously improve data development and delivery processes.
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1 Lesons
50 minutes
On-Demand
Free-Video
SQLBits

Chaos Engineering for SQL Server

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Explore Chaos Engineering concepts and methodologies to identify potential weaknesses in SQL Server, enhancing system resilience and reliability.
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1 Lesons
44 minutes
On-Demand
Free-Video
SQLBits

Merging Power BI into Azure DevOps - Version Control and CI/CD Pipelines

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Integrate Power BI with Azure DevOps for centralized version control, change tracking, and streamlined deployment in team development environments.
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1 Lesons
41 minutes
On-Demand
Free-Video
SQLBits

Code Repos and Automated Deployment with Azure DevOps

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Implement Azure DevOps for efficient code management and automated deployment, from concept to execution.
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1 Lesons
50 minutes
On-Demand
Free-Video