Learn the NumPy trick for generating synthetic data that actually behaves like real data.

Overview: Python and SQL form the core data science foundation, enabling fast analysis, smooth cloud integration, and ...

现代Python数据分析与机器学习课程体系已形成清晰的分层递进式结构，涵盖从编程基础到高级算法的完整知识链。以杨年华编著的《Python数据分析与机器学习(微课视频版)》为例，其课程架构分为三大板块：Python语法基础、数据分析与可视化、机器学习应用。

To help professionals build these capabilities, we have curated a list of the best applied AI and data science courses.

Who is a data scientist? What does he do? What steps are involved in executing an end-to-end data science project? What roles are available in the industry? Will I need to be a good ...

未来十年，机器学习将赋予制造业大脑。随着智能化和数字化改造从大型企业向中小制造企业全面延伸，掌握机器学习技术的工程师将成为推动这场变革的重要力量。机器学习工程师职业技术证书不仅是个人能力的证明，也是参与这场工业革命的门票。