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Mars

Scientific Analysis of Large-Scale Data Based on the Distributed Python Capabilities of MaxCompute

This article explains how to accelerate data science with distributed Python on the cloud.

Integrating BI with SaaS-based Cloud Data Warehouses

This article, written by Haiqing, an Alibaba Cloud technical expert, introduces SaaS-based Cloud Data Warehouses integrated with business intelligence (BI).

Integrating AI with SaaS-based Cloud Data Warehouses

This article discusses SaaS-based cloud data warehouse, such as MaxCompute, and its integration with AI, by Meng Shuo, MaxCompute product manager.

What's New with Mars - Alibaba's Distributed Scientific Computing Engine

Comprehensive information, detailing the latest Mars releases and plans for upcoming releases.

Use Mars with RAPIDS to Accelerate Data Science on GPUs in Parallel Mode

The author explains the commonalities and differences of code within common Python tools, Mars, and RAPIDS, and how it can pave the way for the future of data science.

Mars – Matrix-based Universal Distributed Computing Framework

In this article, we discuss how Mars can help researchers in the scientific computing field solve large-scale multidimensional matrix operations.

PyCon China 2018: In-Depth Analysis of Mars

This article shares the "What, Why, and How" of Mars, presented at the PyCon China 2018 conference in Beijing, Chengdu, and Hangzhou.

Mars – Alibaba's Open Source Distributed Scientific Computing Engine

Mars is Alibaba's first open source and independently developed computing engine for large-scale scientific computing.

How to Execute Mars in a Distributed Manner

This article introduces the distributed execution architecture implemented by Alibaba's open source Mars.