[ Qubole Reviews ](https://www.g2.com/products/qubole/reviews) [ Qubole Reviews ](https://www.g2.com/products/qubole/reviews) # Qubole Features ##### ## Model Development (5) Language Support Supports programming languages such as Java, C, or Python. Supports front-end languages such as HTML, CSS, and JavaScript Drag and Drop Offers the ability for developers to drag and drop pieces of code or algorithms when building models Pre-Built Algorithms Provides users with pre-built algorithms for simpler model development Model Training Supplies large data sets for training individual models Feature Engineering Transforms raw data into features that better represent the underlying problem to the predictive models Show More ##### ## Machine/Deep Learning Services (6) Computer Vision Offers image recognition services Natural Language Processing Offers natural language processing services Natural Language Generation Offers natural language generation services Artificial Neural Networks Offers artificial neural networks for users Natural Language Understanding Offers natural language understanding services Deep Learning Provides deep learning capabilities Show More ##### ## Deployment (3) Managed Service Manages the intelligent application for the user, reducing the need of infrastructure Application Allows users to insert machine learning into operating applications Scalability Provides easily scaled machine learning applications and infrastructure Show More ##### ## Database (3) Real-Time Data Collection Collects, stores, and organizes massive, unstructured data in real time Data Distribution Facilitates the disseminating of collected big data throughout parallel computing clusters Data Lake Creates a repository to collect and store raw data from sensors, devices, machines, files, etc. Show More ##### ## Integrations (2) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Platform (3) Machine Scaling Facilitates solution to run on and scale to a large number of machines and systems Data Preparation Curates collected data for big data analytics solutions to analyze, manipulate, and model Spark Integration Aligns processing and distribution workflows on top of Apache Hadoop Show More ##### ## Processing (2) Cloud Processing Moves big data collection and processing to the cloud Workload Processing Processes batch, real-time, and streaming data workloads in singular, multi-tenant, or cloud systems Show More ##### ## Data Transformation (2) Real-Time Analytics Facilitates analysis of high-volume, real-time data. Data Querying Allows user to query data through query languages like SQL. Show More ##### ## Connectivity (4) Hadoop Integration Aligns processing and distribution workflows on top of Apache Hadoop Spark Integration Aligns processing and distribution workflows on top of Apache Spark Multi-Source Analysis Integrates data from multiple external databases. Data Lake Facilitates the dissemination of collected big data throughout parallel computing clusters. Show More ##### ## Operations (5) Data Visualization Processes data and represents interpretations in a variety of graphic formats. Data Workflow Strings together specific functions and datasets to automate analytics iterations. Governed Discovery Isolates certain datasets and facilitates management of data access. Embedded Analytics Allows big data tool to run and record data within external applications. Notebooks Use notebooks for tasks such as creating dashboards with predefined, scheduled queries and visualizations Show More ##### ## System (1) Data Ingestion & Wrangling Gives user ability to import a variety of data sources for immediate use Show More ##### ## Generative AI (3) AI Text Generation Allows users to generate text based on a text prompt. AI Text Summarization Condenses long documents or text into a brief summary. AI Text-to-Image Provides the ability to generate images from a text prompt. Show More ##### ## Agentic AI - Data Science and Machine Learning Platforms (7) Autonomous Task Execution Capability to perform complex tasks without constant human input Multi-step Planning Ability to break down and plan multi-step processes Cross-system Integration Works across multiple software systems or databases Adaptive Learning Improves performance based on feedback and experience Natural Language Interaction Engages in human-like conversation for task delegation Proactive Assistance Anticipates needs and offers suggestions without prompting Decision Making Makes informed choices based on available data and objectives Show More ## Top-Rated Alternatives [ ![Databricks](https://images.g2crowd.com/uploads/product/hd_favicon/135d1c9e39e19ef56dc8d0bf90fce20f/databricks.svg "Databricks") Databricks 4.6/5(1,354) ](https://www.g2.com/products/databricks/reviews) [ ![Google Cloud BigQuery](https://images.g2crowd.com/uploads/product/hd_favicon/875b8a68eca98ce3458f26e9dd34cdf9/google-cloud-bigquery.svg "Google Cloud BigQuery") Google Cloud BigQuery 4.5/5(1,223) ](https://www.g2.com/products/google-cloud-bigquery/reviews) [ ![Snowflake](https://images.g2crowd.com/uploads/product/hd_favicon/1544409170/snowflake.svg "Snowflake") Snowflake 4.5/5(761) ](https://www.g2.com/products/snowflake/reviews) [ View All Alternatives ](https://www.g2.com/products/qubole/competitors/alternatives) Qubole Comparisons ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_a6c205d533dba77b318af96d91beb2ac/databricks.jpeg "Product Avatar Image") Databricks 4.6/5(1,354) [ Compare Now ](https://www.g2.com/compare/databricks-vs-qubole) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_b3390b4cc3d92e87d570895f7358c003/amazon-emr.jpg "Product Avatar Image") Amazon EMR 4.2/5(70) [ Compare Now ](https://www.g2.com/compare/amazon-emr-vs-qubole) ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/small_square/small_square_96b275379465d759df5bffd0099d849a/google-cloud-bigquery.png "Product Avatar Image") BigQuery 4.5/5(1,223) [ Compare Now ](https://www.g2.com/compare/google-cloud-bigquery-vs-qubole) ##### Categories on G2 [ Data Science and Machine Learning Platforms ](https://www.g2.com/categories/data-science-and-machine-learning-platforms)[ Big Data Integration Platforms ](https://www.g2.com/categories/big-data-integration-platforms)[ Big Data Processing and Distribution ](https://www.g2.com/categories/big-data-processing-and-distribution) [ Big Data Analytics ](https://www.g2.com/categories/big-data-analytics) Show More ##### Explore More [ Which low-code machine learning platforms are worth using for a product manager or analyst who needs to build simple models without writing Python or R code? 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