Snowflake Features

Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript This feature was mentioned in 27 Snowflake reviews.

Based on 27 Snowflake reviews. Offers the ability for developers to drag and drop pieces of code or algorithms when building models

Provides users with pre-built algorithms for simpler model development 27 reviewers of Snowflake have provided feedback on this feature.

Supplies large data sets for training individual models 27 reviewers of Snowflake have provided feedback on this feature.

As reported in 27 Snowflake reviews. Transforms raw data into features that better represent the underlying problem to the predictive models

Based on 27 Snowflake reviews. Offers image recognition services

Based on 27 Snowflake reviews. Offers natural language processing services

Based on 27 Snowflake reviews. Offers natural language generation services

Offers artificial neural networks for users This feature was mentioned in 26 Snowflake reviews.

As reported in 27 Snowflake reviews. Offers natural language understanding services

Based on 24 Snowflake reviews. Provides deep learning capabilities

Based on 29 Snowflake reviews. Manages the intelligent application for the user, reducing the need of infrastructure

Allows users to insert machine learning into operating applications This feature was mentioned in 27 Snowflake reviews.

Provides easily scaled machine learning applications and infrastructure 27 reviewers of Snowflake have provided feedback on this feature.

Based on 12 Snowflake reviews. Allows users to input models built in a variety of languages.

As reported in 12 Snowflake reviews. Allows users to choose the framework or workbench of their preference.

Records versioning as models are iterated upon. This feature was mentioned in 12 Snowflake reviews.

Based on 12 Snowflake reviews. Provides a way to quickly and efficiently deploy machine learning models.

Based on 12 Snowflake reviews. Offers a way to scale the use of machine learning models across an enterprise.

Based on 140 Snowflake reviews and verified by the G2 Product R&D team. Provides On-Premise deployment options.

Based on 175 Snowflake reviews and verified by the G2 Product R&D team. Provides Cloud deployment options (private or public cloud, hybrid cloud).

Allows users to input models built in a variety of languages. This feature was mentioned in 10 Snowflake reviews.

Allows users to choose the framework or workbench of their preference. 10 reviewers of Snowflake have provided feedback on this feature.

Records versioning as models are iterated upon. 10 reviewers of Snowflake have provided feedback on this feature.

As reported in 10 Snowflake reviews. Provides a way to quickly and efficiently deploy machine learning models.

Based on 10 Snowflake reviews. Offers a way to scale the use of machine learning models across an enterprise.

As reported in 98 Snowflake reviews. Collects, stores, and organizes massive, unstructured data in real time

Facilitates the disseminating of collected big data throughout parallel computing clusters This feature was mentioned in 101 Snowflake reviews.

Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. 95 reviewers of Snowflake have provided feedback on this feature.

Aligns processing and distribution workflows on top of Apache Hadoop This feature was mentioned in 76 Snowflake reviews.

Aligns processing and distribution workflows on top of Apache Hadoop 81 reviewers of Snowflake have provided feedback on this feature.

Based on 91 Snowflake reviews. Facilitates solution to run on and scale to a large number of machines and systems

As reported in 97 Snowflake reviews. Curates collected data for big data analytics solutions to analyze, manipulate, and model

As reported in 81 Snowflake reviews. Aligns processing and distribution workflows on top of Apache Hadoop

As reported in 96 Snowflake reviews. Moves big data collection and processing to the cloud

Based on 94 Snowflake reviews. Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems

As reported in 86 Snowflake reviews. Facilitates analysis of high-volume, real-time data.

As reported in 86 Snowflake reviews. Allows user to query data through query languages like SQL.

Based on 78 Snowflake reviews. Aligns processing and distribution workflows on top of Apache Hadoop

Aligns processing and distribution workflows on top of Apache Spark This feature was mentioned in 79 Snowflake reviews.

As reported in 80 Snowflake reviews. Integrates data from multiple external databases.

Facilitates the dissemination of collected big data throughout parallel computing clusters. 81 reviewers of Snowflake have provided feedback on this feature.

Based on 83 Snowflake reviews. Processes data and represents interpretations in a variety of graphic formats.

Strings together specific functions and datasets to automate analytics iterations. 79 reviewers of Snowflake have provided feedback on this feature.

Isolates certain datasets and facilitates management of data access. 75 reviewers of Snowflake have provided feedback on this feature.

Based on 80 Snowflake reviews. Allows big data tool to run and record data within external applications.

Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations 77 reviewers of Snowflake have provided feedback on this feature.

Control model usage and performance in production This feature was mentioned in 10 Snowflake reviews.

As reported in 10 Snowflake reviews. Deploy mission-critical ML applications where and when you need them

Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance. This feature was mentioned in 10 Snowflake reviews.

Records and organizes all machine learning models that have been deployed across the business. 12 reviewers of Snowflake have provided feedback on this feature.

Based on 12 Snowflake reviews. Tracks the performance and accuracy of machine learning models.

As reported in 12 Snowflake reviews. Provisions users based on authorization to both deploy and iterate upon machine learning models.

Allows users to manage model artifacts and tracks which models are deployed in production. 12 reviewers of Snowflake have provided feedback on this feature.

As reported in 83 Snowflake reviews. Stores the database metadata, that is the definitions of data elements, types, relationships etc.

Creates a copy of the database to maintain consistency and integrity. 83 reviewers of Snowflake have provided feedback on this feature.

Based on 88 Snowflake reviews. Allows users to create, update and retrieve data in a database.

Based on 86 Snowflake reviews. Defines the logical design of the data before building the schemas.

Monitors and analyzes critical database attributes like query performance, user sessions, dead lock detail, system errors etc and visualize them on a custom dashboard. This feature was mentioned in 87 Snowflake reviews.

As reported in 10 Snowflake reviews. Records and organizes all machine learning models that have been deployed across the business.

Tracks the performance and accuracy of machine learning models.

Based on 10 Snowflake reviews. Provisions users based on authorization to both deploy and iterate upon machine learning models.

Gives user ability to import a variety of data sources for immediate use 28 reviewers of Snowflake have provided feedback on this feature.

Based on 183 Snowflake reviews and verified by the G2 Product R&D team. Consolidates, Cleanses and Normalizes data from multiple disparate sources.

Based on 168 Snowflake reviews and verified by the G2 Product R&D team. Helps save storage capacity and improves query performance.

Based on 175 Snowflake reviews and verified by the G2 Product R&D team. Eliminates data inconsistency and duplications ensuring data integrity.

Based on 170 Snowflake reviews and verified by the G2 Product R&D team. SQL based analytics functions like Time series, pattern matching, geospatial analytics etc.

Based on 150 Snowflake reviews and verified by the G2 Product R&D team. Provides built in capabilities like machine learning algorithms, data preparation functions, model evaluation and management etc.

Based on 154 Snowflake reviews and verified by the G2 Product R&D team. Allows data querying across data formats like parquet, ORC, JSON etc and analyze complex data types on HDFS

Based on 141 Snowflake reviews and verified by the G2 Product R&D team. Integrates with data science workflows, Machine Learning and artificial intelligence (AI) capabilities.

Based on 169 Snowflake reviews and verified by the G2 Product R&D team. Integrates with BI Tools to transform data into Actionable Insights.

Based on 159 Snowflake reviews and verified by the G2 Product R&D team. Provides speed in data processing and capturing unstructured, semi-structured and streaming data.

Based on 178 Snowflake reviews and verified by the G2 Product R&D team. Manages huge volumes of data, upscale or downscale as per demand.

Allows data movement from one database to another. 85 reviewers of Snowflake have provided feedback on this feature.

Provides data backup and recovery functionality to protect and restore a database. This feature was mentioned in 84 Snowflake reviews.

Allows users to access and work on data concurrently, supporting several views of the data. 85 reviewers of Snowflake have provided feedback on this feature.

Encrypts and transforms data at the database from a readable state into a ciphertext of unreadable characters. 85 reviewers of Snowflake have provided feedback on this feature.

Allows restricted user acess to modify depending on the access level. This feature was mentioned in 88 Snowflake reviews.

Based on 165 Snowflake reviews and verified by the G2 Product R&D team. Policies, procedures and standards to manage and access data.

Based on 176 Snowflake reviews and verified by the G2 Product R&D team. Restricts data access at a cell level, mask or hide parts of cells, and encrypt data at rest and in motion

As reported in 44 Snowflake reviews. Provides predefined system roles, privileges, and user-defined roles to users.

Allows integration with external security mechanisms like Kerberos, LDAP authentication etc. This feature was mentioned in 45 Snowflake reviews.

As reported in 38 Snowflake reviews. Provides an audit log to track access and operations performed on databases for regulatory compliance.

Based on 38 Snowflake reviews. Provides encryption capability for all the data at rest using encryption keys.

Based on 44 Snowflake reviews. Stores data tables as columns.

Supports multiple data types like lists, sets, hashes (similar to map), sorted sets etc. This feature was mentioned in 44 Snowflake reviews.

Implements auto horizontal data partitioning that allows storing data on more than one node to scale out. 39 reviewers of Snowflake have provided feedback on this feature.

Restores a database to a correct (consistent) state in the event of a failure. 37 reviewers of Snowflake have provided feedback on this feature.

Copy data across multiple servers through master-slave, peer-to-peer replication architecture etc. 41 reviewers of Snowflake have provided feedback on this feature.

Stores frequently-used data in system memory quickly. 44 reviewers of Snowflake have provided feedback on this feature.

Provides support to store, index and query data in more than one format. This feature was mentioned in 36 Snowflake reviews.

As reported in 35 Snowflake reviews. Available on multiple operating systems like Linux, Windows, MacOS etc.

As reported in 25 Snowflake reviews. Offers a centralize, neutral location for parties to conduct data analysis.

Offers localized computation, where data remains where it resides and is called by API in order to conduct analysis. This feature was mentioned in 24 Snowflake reviews.

Based on 10 Snowflake reviews. Allows users to generate text based on a text prompt.

Based on 10 Snowflake reviews. Condenses long documents or text into a brief summary.

As reported in 25 Snowflake reviews. Allows users to generate text based on a text prompt.

Condenses long documents or text into a brief summary. 25 reviewers of Snowflake have provided feedback on this feature.

Based on 25 Snowflake reviews. Provides the ability to generate images from a text prompt.

Based on 79 Snowflake reviews. Allows users to generate text based on a text prompt.

Condenses long documents or text into a brief summary. 80 reviewers of Snowflake have provided feedback on this feature.

As reported in 13 Snowflake reviews. Capability to perform complex tasks without constant human input

Ability to break down and plan multi-step processes 13 reviewers of Snowflake have provided feedback on this feature.

Works across multiple software systems or databases This feature was mentioned in 13 Snowflake reviews.

As reported in 13 Snowflake reviews. Improves performance based on feedback and experience

Engages in human-like conversation for task delegation This feature was mentioned in 13 Snowflake reviews.

Anticipates needs and offers suggestions without prompting 13 reviewers of Snowflake have provided feedback on this feature.

As reported in 12 Snowflake reviews. Makes informed choices based on available data and objectives