Question 1

这些数据的来源是什么？

Accepted Answer

我们的数据源自从数百万家公司收集的职位发布信息。我们在公司官网、招聘网站及其他招聘平台上监测这些发布。分析职位发布能够可靠地帮助我们了解各家公司所采用的技术，包括其内部工具的使用情况。

Question 2

数据多久更新一次？

Accepted Answer

我们每日刷新数据，确保您获取到最新可用的信息。如此频繁的更新流程，保证我们的洞察与情报能够反映行业内的最新发展与趋势。

Question 3

什么是MLflow？

Accepted Answer

MLflow is an opensource platform designed to manage the endtoend machine learning lifecycle It provides a framework to streamline the machine learning process from experimentation to deployment enabling Data Scientists to track experiments package code and deploy models efficiently With its suite of tools and libraries MLflow aims to simplify the complexities associated with machine learning development

MLflow falls under the category of Machine Learning Tools focusing on enhancing the development and deployment of machine learning models It offers features such as experiment tracking model packaging and model serving catering to the needs of Data Scientists and Machine Learning Engineers By providing a centralized platform for managing the machine learning lifecycle MLflow contributes to improved collaboration and productivity within data science teams

Founded in June 2018 by the Databricks team including the creators of Apache Spark MLflow was established with the goal of addressing the challenges faced by organizations in operationalizing machine learning projects The primary motivation behind the creation of MLflow was to offer a standardized approach to managing deploying and scaling machine learning models effectively Since its inception MLflow has gained significant traction in the machine learning community attracting a growing user base and fostering a vibrant ecosystem around the platform

In terms of current market share MLflow has seen widespread adoption across various industries thanks to its robust set of features and integrations with popular machine learning frameworks As more organizations recognize the importance of streamlining their machine learning workflows MLflow is poised for continued growth in the future With advancements in technologies such as AI and data science the demand for efficient machine learning tools like MLflow is expected to rise further solidifying its position in the market

Question 4

如何获取使用MLflow的公司的最新列表？

Accepted Answer

您可以访问 TheirStack.com，获取使用 MLflow 的公司最新列表。我们的平台提供一个全面的数据库，涵盖采用各类技术和内部工具的公司。

Question 5

MLflow 有多少客户？

Accepted Answer

截至目前，我们拥有关于使用MLflow的17,575家公司的数据。

Question 6

谁在使用MLflow？

Accepted Answer

MLflow 被广泛应用于各行各业的各类组织，包括 "Software Development", "Truck Transportation", "IT Services and IT Consulting", "Staffing and Recruiting", "IT Services and IT Consulting", "Staffing and Recruiting", "IT Services and IT Consulting", "IT Services and IT Consulting", "IT Services and IT Consulting", "Staffing and Recruiting"。如需查看使用 MLflow 的所有行业的完整列表，请访问 TheirStack.com。

Question 7

哪些公司使用MLflow？

Accepted Answer

使用MLflow的公司包括Databricks, UPS, Chelsoft Solutions Co., Randstad Singapore, Cobser Consulting, CareerAddict, Cegeka, 10Pearls, TestingXperts, PROSTAFF等更多公司。你可以在TheirStack.com上找到使用MLflow的17,575家公司的完整列表。

Question 8

在哪些国家 MLflow 使用得最多？

Accepted Answer

根据我们的数据，MLflow 在 塞尔维亚 (3 companies), 南非 (43 companies), 澳大利亚 (126 companies), 斯里兰卡 (9 companies), 哥斯达黎加 (6 companies), 荷兰 (184 companies), 斯洛伐克 (6 companies), 卢森堡 (13 companies), 丹麦 (62 companies), 巴林 (3 companies) 最受欢迎。然而，全球各地的公司都在使用它。

Question 9

如何找到使用MLflow的公司？

Accepted Answer

你可以在 TheirStack.com 上搜索 MLflow，从而找到使用它的公司。我们追踪来自数以百万计公司的职位发布，并据此发现他们在使用哪些技术和内部工具。

公司	国家	行业	员工	收入	技术
Databricks	美国	Software Development	14k	$600M	MLflow
UPS	美国	Truck Transportation	174k	$93B	MLflow
Chelsoft Solutions Co.	美国	IT Services and IT Consulting	39		MLflow
Randstad Singapore	新加坡	Staffing and Recruiting	185		MLflow
Cobser Consulting	西班牙	IT Services and IT Consulting	66		MLflow
CareerAddict	爱尔兰	Staffing and Recruiting	8		MLflow
Cegeka	比利时	IT Services and IT Consulting	5.1k	$786M	MLflow
10Pearls	美国	IT Services and IT Consulting	2.4k	$250M	MLflow
TestingXperts	美国	IT Services and IT Consulting	1.4k	$46M	MLflow
PROSTAFF	瑞士	Staffing and Recruiting	56		MLflow

使用 MLflow 的公司