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#LakeFS

Showing: 12 courses
MLOps World: Machine Learning in Production

Reproducibility and Data Version Control for LangChain and LLM/OpenAI Models

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Explore reproducibility and data version control for LangChain and LLM/OpenAI models using lakeFS. Learn to manage large datasets efficiently and achieve reproducibility in LLM applications.
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1 Lesons
58 minutes
On-Demand
Free-Video
Databricks

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

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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.
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21 Lesons
45 minutes
On-Demand
Free-Video
The ASF

Git for Data Lakes: How LakeFS Scales Data Versioning to Billions of Objects

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Learn how lakeFS enables Git-like versioning for data lakes, solving challenges of object storage and scaling to billions of objects without compromising performance. Explore branching, committing, and merging for petabyte-scale data management.
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1 Lesons
43 minutes
On-Demand
Free-Video
Databricks

Version Control for Lakehouse Architecture - Essential Practices and Benefits

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Discover how to implement data version control using lakeFS for improved data quality, reproducibility, and experimentation in Databricks data/ML pipelines, enhancing overall product value.
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1 Lesons
15 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

CI/CD for Data - Building Dev/Test Data Environments with Open Source Stacks

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Learn industry best practices for data lifecycle management and implement them using open source tools like Jenkins and lakeFS to ensure accuracy, resiliency, and observability in data products.
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1 Lesons
20 minutes
On-Demand
Free-Video
Linux Foundation

Building Reproducible ML Processes with an Open Source Stack

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Explore open-source tools for reproducible machine learning, covering code, data, and environment management. Includes hands-on demonstration of experiment replication using KubeFlow, Git, Minio, and lakeFS.
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1 Lesons
33 minutes
On-Demand
Free-Video
Databricks

Developing Data Pipelines with Branch Deployments - A New Approach

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Explore a new approach to data pipeline development using branch deployments, enabling safer testing on production data and improving productivity, data reliability, and cost-efficiency.
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1 Lesons
15 minutes
On-Demand
Free-Video
Databricks

Power Up Your Lakehouse with Git Semantics and Delta Lake

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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
Confluent

Git for Data: Managing Data like Code with lakeFS

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Explore lakeFS, an open-source tool transforming object storage into Git-like repositories for data version control. Learn its benefits for data management, reproducibility, and reprocessing in various industries.
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9 Lesons
31 minutes
On-Demand
Free-Video
Toronto Machine Learning Series (TMLS)

Building Reproducible ML Processes with an Open Source Stack

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Discover how to build truly reproducible machine learning experiments by integrating MLFlow, Git, lakeFS, and infrastructure-as-code for consistent data, code, and environment management.
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1 Lesons
31 minutes
On-Demand
Free-Video
Data Council

Building an ML Experimentation Platform for Easy Reproducibility

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Learn to build an ML experimentation platform using lakeFS for version control and reproducibility. Explore creating frameworks, reproducing iterations, and building intuitive infrastructure with open-source tools.
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1 Lesons
36 minutes
On-Demand
Free-Video
CNCF [Cloud Native Computing Foundation]

Reproducible AI with Kubeflow, lakeFS and Langchain

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Discover how to build reproducible AI pipelines using Kubeflow, Langchain, and lakeFS to create RAG chatbots with improved data quality and version control for enhanced user experiences.
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1 Lesons
26 minutes
On-Demand
Free-Video