Python 数据科学课程可以帮助您学习数据操作、统计分析、机器学习和数据 Visualization。您可以培养使用 Python 编程、使用 Pandas 和 NumPy 等库以及应用算法解决实际问题的技能。许多课程都会介绍一些工具,如用于交互式编码的 Jupyter Notebook、用于创建可视化的 Matplotlib 和用于实现机器学习模型的 Scikit-learn 等,所有这些工具都能提高您分析和解释复杂数据集的能力。

École Polytechnique Fédérale de Lausanne
您将获得的技能: Materials science, Analytical Testing, Engineering, Scientific, and Technical Instruments, electromagnetics, Scientific Visualization, Laboratory Equipment, Electronics, Physics, Image Analysis, Mathematical Modeling
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Python Programming, Programming Principles, Scripting, File I/O, Jupyter, Computer Programming Tools, Scripting Languages
初级 · 课程 · 1-3 个月

Tufts University
您将获得的技能: 概率与统计, 商业分析, 微软Excel, Python 程序设计, 分析技能, 统计分析, 统计, 定量研究, 技术交流, 统计推理, 统计假设检验
中级 · 课程 · 1-4 周
University of Illinois at Urbana-Champaign
您将获得的技能: Data Storytelling, Management Accounting, Fund Accounting, Operations Management, Mergers & Acquisitions, Financial Statement Analysis, Credit Risk, Project Closure, Machine Learning Algorithms, Business Strategy, Risk Management, Social Determinants Of Health, Revenue Recognition, Financial Auditing, Variance Analysis, Entrepreneurship, Data Governance, Generative AI, Supply And Demand, Sustainable Business
获得学位
学位 · 1-4 年

Arizona State University
您将获得的技能: Semiconductors, Electronic Components, Materials science, Electrical Engineering, Electronics Engineering, Mechanical Engineering, Electronics, Failure Analysis, Thermal Management, Chemical Engineering, Manufacturing Processes, Process Control, Structural Analysis, Chemistry, Engineering Calculations
中级 · 专项课程 · 3-6 个月

MathWorks
您将获得的技能: 空间数据分析, 异常检测, 自动化, 图像质量, 定量研究, 计算机视觉, 数字信号处理, 医学影像, 数据存储, 交通流优化, Algorithm, 地理空间信息与技术, Matlab, 数据预处理, 图像分析, 空间分析
初级 · 专项课程 · 1-3 个月

Technical University of Munich (TUM)
您将获得的技能: Biotechnology, Business Modeling, Commercialization, Entrepreneurship, Business Strategy, Feasibility Studies, Business Valuation, Market Opportunities, Innovation, Intellectual Property, Product Development, Team Building, Regulatory Requirements
中级 · 课程 · 1-3 个月

您将获得的技能: Cryptography, Encryption, Public Key Cryptography Standards (PKCS), Key Management, Application Security, Python Programming, Brute-force attacks, Algorithms, Data Integrity
混合 · 课程 · 1-3 个月

您将获得的技能: Cryptography, Encryption, Secure Coding, Brute-force attacks, Cyber Security Assessment, File Management, Python Programming, Programming Principles, Algorithms, Debugging, Scripting, Data Structures, Software Testing, User Interface (UI), Statistical Programming, File I/O, UI Components, Application Development
初级 · 专项课程 · 1-3 个月

Fred Hutchinson Cancer Center
您将获得的技能: Version Control, Secure Coding, Key Management
高级设置 · 课程 · 1-4 周

您将获得的技能: Star Schema, Snowflake Schema, Data Lakes, Data Governance, Data Warehousing, CI/CD, Microsoft Azure, Database Design, Power BI, Real Time Data, Data Pipelines, Data Management, Data Architecture, Extract, Transform, Load, Microsoft Copilot, Cost Control, Data Modeling, Transact-SQL, SQL, Cloud Infrastructure
中级 · 专业证书 · 3-6 个月

Microsoft
您将获得的技能: Data Pipelines, Databases, Extract, Transform, Load, Data Lakes, NoSQL, SQL Server Integration Services (SSIS), Data Processing, Data Architecture, Azure Synapse Analytics, Data Warehousing, Data Management, Microsoft Azure, Data Transformation, Database Management Systems, Data Infrastructure, Data Integration, Data Governance, Data Storage Technologies, Data Storage, Real Time Data
中级 · 课程 · 1-3 个月