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Cloud Native Technology Community
Cloud Native Technology Community
Jul 21, 2022 · Cloud Native

Simplify Kubeflow Deployment with kubeflow-chart: A Step‑by‑Step Guide

This article analyzes the difficulties of using vanilla Kubeflow for MLOps, introduces the kubeflow‑chart Helm chart that streamlines deployment and integrates tools like SQLFlow and kfpdist, and provides detailed installation commands and a roadmap of upcoming components for a full cloud‑native AI platform.

AI PlatformCloud NativeKubeflow
0 likes · 12 min read
Simplify Kubeflow Deployment with kubeflow-chart: A Step‑by‑Step Guide
AntTech
AntTech
Jul 10, 2020 · Artificial Intelligence

SQLFlow: End‑to‑End AI Workflow Construction Using SQL

SQLFlow is an open‑source system that lets users describe and execute end‑to‑end AI tasks—including data extraction, preprocessing, model training, evaluation, prediction, and explanation—entirely with SQL, simplifying workflow construction across multiple databases and machine‑learning engines while supporting scalable execution on Kubernetes.

AI workflowKubernetesSQL
0 likes · 19 min read
SQLFlow: End‑to‑End AI Workflow Construction Using SQL
AntTech
AntTech
Oct 17, 2019 · Artificial Intelligence

From a 30‑Year Coding Journey to AI Infrastructure: Wang Yi’s Story and the Open‑Source Projects SQLFlow and ElasticDL

The article chronicles Wang Yi’s three‑decade programming career, his moves across Tencent, Google, Baidu and Ant Financial, and explains how his open‑source AI infrastructure projects SQLFlow and ElasticDL transform model development for analysts while promoting a culture of code review and practical engineering.

AI InfrastructureCode reviewElasticDL
0 likes · 12 min read
From a 30‑Year Coding Journey to AI Infrastructure: Wang Yi’s Story and the Open‑Source Projects SQLFlow and ElasticDL
Didi Tech
Didi Tech
Oct 8, 2019 · Artificial Intelligence

Didi and Ant Financial Co‑Develop SQLFlow to Bring AI Capabilities to Data Analysts

Partnering with Ant Financial, Didi enhanced the open-source SQLFlow platform—translating SQL into end-to-end AI workflows with added deep-learning, XGBoost, clustering and SHAP explanation capabilities and Hive support—to create a “SQL garden” marketplace where analysts can deploy ready-made AI models via simple SQL, speeding enterprise AI adoption.

AIData ScienceSHAP
0 likes · 9 min read
Didi and Ant Financial Co‑Develop SQLFlow to Bring AI Capabilities to Data Analysts
AntTech
AntTech
Sep 27, 2019 · Artificial Intelligence

Didi and Ant Financial Co‑Develop SQLFlow to Bring AI Capabilities to Data Analysts

The article describes how Didi's data science team partnered with Ant Financial to co‑build the open‑source SQLFlow platform, enabling analysts to launch AI models via simple SQL, detailing the models contributed, technical extensions, and the broader vision for a universal AI ecosystem.

AIData ScienceSHAP
0 likes · 8 min read
Didi and Ant Financial Co‑Develop SQLFlow to Bring AI Capabilities to Data Analysts
ITPUB
ITPUB
Sep 27, 2019 · Artificial Intelligence

How Didi and Ant Financial Co‑Built SQLFlow to Bring AI to Data Analysts

The article describes how Didi's data science team partnered with Ant Financial to open‑source SQLFlow, a tool that translates SQL into Python for AI model training and inference, enabling analysts to use familiar SQL to run deep‑learning, XGBoost, and clustering models across diverse business scenarios.

AIData ScienceSQL
0 likes · 9 min read
How Didi and Ant Financial Co‑Built SQLFlow to Bring AI to Data Analysts
AntTech
AntTech
Jul 24, 2019 · Artificial Intelligence

From Silicon Valley to Ant Financial: He Changhua’s Journey and the Rise of AI‑Driven Real‑Time Big Data Platforms

The article chronicles former Google engineer He Changhua’s return to China to lead Ant Financial’s AI and big‑data initiatives, highlighting the BASIC strategy, the open‑source SQLFlow tool, and the ambitious development of a fully real‑time, AI‑powered big‑data computing platform.

AIAnt FinancialReal‑Time Computing
0 likes · 8 min read
From Silicon Valley to Ant Financial: He Changhua’s Journey and the Rise of AI‑Driven Real‑Time Big Data Platforms
Alibaba Cloud Developer
Alibaba Cloud Developer
Jun 6, 2019 · Artificial Intelligence

How SQLFlow Is Making AI as Simple as Writing a SQL Query

Ant Group's Vice‑CTO announced the open‑source SQLFlow tool that merges SQL simplicity with machine‑learning power, aiming to lower AI adoption barriers, while chief architect He Changhua outlines a real‑time big‑data platform that fuses OLTP, OLAP, and AI for universal data intelligence.

AIData PlatformReal‑Time Computing
0 likes · 11 min read
How SQLFlow Is Making AI as Simple as Writing a SQL Query
Alibaba Cloud Developer
Alibaba Cloud Developer
May 8, 2019 · Artificial Intelligence

How SQLFlow Lets You Build AI Models with Just a Few SQL Commands

SQLFlow, an open‑source project from Ant Financial, bridges SQL engines and AI frameworks so that users can train and predict machine‑learning models with simple SQL statements, dramatically lowering the technical barrier for analysts and engineers across diverse data platforms.

GoSQLSQLFlow
0 likes · 14 min read
How SQLFlow Lets You Build AI Models with Just a Few SQL Commands
AntTech
AntTech
May 7, 2019 · Artificial Intelligence

SQLFlow: Bridging SQL Engines and AI Platforms for End‑to‑End Machine Learning

SQLFlow is an open‑source project that connects diverse SQL engines (MySQL, Hive, SparkSQL, etc.) with AI frameworks (TensorFlow, PyTorch, XGBoost, etc.) through extended SQL syntax, enabling analysts to train and predict models using only a few SQL statements while aiming for high scalability and performance.

AI integrationGoSQL
0 likes · 13 min read
SQLFlow: Bridging SQL Engines and AI Platforms for End‑to‑End Machine Learning