Sold by: Activeloop
Deployed on AWS
Free Trial
AWS Free Tier
Data lake for Deep Learning. Start now free production pilot.
Overview
Activeloop Deep Lake streamlines deep learning dataset management at scale. Deep Lake maintains the benefits of a vanilla data lake, such as time traveling, SQL queries, ingesting data with ACID transactions, and visualizing terabyte scale datasets for analytical workloads with one key difference. It enables the storage of complex data types such as image, video, audio data, annotations, or tabular data, as columns with native integration to deep learning frameworks.
As deep learning rapidly takes over traditional computational pipelines, storing datasets in a deep lake is becoming the de facto standard for shipping AI products fast. Deep Lake is optimized for cost efficient AI workflows. It allows rapid data streaming to deep learning frameworks over the network without sacrificing GPU utilization.
With Deep Lake, teams can build a solid data foundation and iterate fast on their AI products - without bottlenecks from low quality data, underutilized compute resources, and significant labor overhead required to build and maintain large amounts of data.
Deep Lake's features break down data silos, enable data driven decision making, improve operational efficiency, and reduce costs.
Highlights
- A scalable, efficient data storage system optimized for AI, built to power workloads on petabyte-scale complex multimodal data in a columnar format.
- In-browser visualization and rapid querying engine with the full support of multimodal data types.
- Native integration with deep learning frameworks and efficient streaming of data to models with full utilization of computing resources.
Details
Sold by
Categories
Delivery method
Deployed on AWS
New
Introducing multi-product solutions
You can now purchase comprehensive solutions tailored to use cases and industries.
Features and programs
Financing for AWS Marketplace purchases
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing
Free trial
Try this product free according to the free trial terms set by the vendor.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
Dimension | Description | Cost/month |
|---|---|---|
Growth | 1TB managed on Deep Lake | $495.00 |
Vendor refund policy
Full refund during production pilot period
Legal
Vendor terms and conditions
Upon subscribing to this product, you must acknowledge and agree to the terms and conditions outlined in the vendor's End User License Agreement (EULA) .
Content disclaimer
Vendors are responsible for their product descriptions and other product content. AWS does not warrant that vendors' product descriptions or other product content are accurate, complete, reliable, current, or error-free.
Delivery details
Software as a Service (SaaS)
SaaS delivers cloud-based software applications directly to customers over the internet. You can access these applications through a subscription model. You will pay recurring monthly usage fees through your AWS bill, while AWS handles deployment and infrastructure management, ensuring scalability, reliability, and seamless integration with other AWS services.
Resources
Vendor resources
Support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
Updated weekly
By Activeloop
By Databricks, Inc.
By Singdata
Top
50
In Data Warehouses, Computer Vision
Top
10
In Databases & Analytics Platforms, ML Solutions, Data Analytics
Top
25
In Data Analysis
Sentiment is AI generated from actual customer reviews on AWS and G2
Functionality
Ease of use
Customer service
Cost effectiveness
Positive reviews
Mixed reviews
Negative reviews
AI generated from product descriptions
Columnar Data Storage Format
Scalable data storage system utilizing columnar format optimized for AI workloads on petabyte-scale complex multimodal data including images, videos, audio, annotations, and tabular data.
Native Deep Learning Framework Integration
Native integration with deep learning frameworks enabling efficient data streaming to models with full GPU utilization and rapid data ingestion without network bottlenecks.
In-Browser Visualization and Query Engine
In-browser visualization capabilities with rapid querying engine providing full support for multimodal data types at terabyte scale.
ACID Transaction Support
Data ingestion with ACID transactions and time traveling capabilities maintaining data lake benefits for complex dataset management.
Cost-Optimized AI Workflows
System architecture designed for cost-efficient AI workflows reducing computational overhead and labor requirements for large-scale dataset management and maintenance.
Lakehouse Architecture
Built on a lakehouse foundation providing unified data storage and governance across data engineering, analytics, BI, data science, and machine learning workloads
Open Source Integration
Constructed on open source data projects and open standards to maximize flexibility and interoperability across the data ecosystem
Data Intelligence Engine
Powered by a Data Intelligence Engine that enables organizational access to data and insights across diverse user roles and technical skill levels
Unified Data Platform
Consolidates data, analytics, and AI workloads on a single common platform running on Amazon S3, eliminating traditional data silos
Collaborative Capabilities
Provides native collaboration features enabling data teams to work together across the entire data and AI workflow
Unified Lakehouse Architecture
Fully managed lakehouse platform integrating data storage, analytics, and AI workflows on a single unified platform
Incremental Compute Engine
Real-time incremental compute capabilities enabling faster model iteration and scalable experimentation
Open Standards Support
Built on open-source technologies and industry-leading open formats with native support for data lake standards
Multi-Workload Integration
Seamless integration of batch, streaming, and interactive workloads eliminating traditional data silos
Unified Governance and Security
Centralized governance and security controls across all data and AI use cases with vendor-agnostic architecture
Standard contract
No
Customer reviews
No customer reviews yet
Be the first to review this product . We've partnered with PeerSpot to gather customer feedback. You can share your experience by writing or recording a review, or scheduling a call with a PeerSpot analyst.