应用数据科学课程
应用数据科学课程可以帮助您学习数据分析、统计建模、机器学习和数据可视化技术。您可以掌握数据 Cleaning、探索性数据分析和预测性解析方面的技能，从而从复杂的数据集中获得洞察力。许多课程都会介绍 Python、R 和 SQL 等工具，以及 Pandas 和 Scikit-learn 等库，支持在实际应用中实施数据驱动的解决方案和自动化流程。
热门应用 Data Science 课程和认证
状态：免费试用University of Michigan
您将获得的技能: Algorithm, 数据分析, Pandas（Python 软件包）, 数据导入/导出, 无监督学习, 算法, 分析, 预测分析, Python 编程, 社交网络分析, 图论, 网络分析, Matplotlib
状态：免费试用您将获得的技能: Model Evaluation, Supervised Learning, Machine Learning Methods, Classification Algorithms, Machine Learning, Data Analysis, Driving engagement
状态：新状态：免费试用您将获得的技能: Stored Procedure, MySQL Workbench, SQL, Data Cleansing, Data-Driven Decision-Making, MySQL, Exploratory Data Analysis, Database Design, Data Presentation, Data Manipulation, Data Integration, Relational Databases, Database Management, Business Reporting, Query Languages, Report Writing, Performance Reporting, GitHub, Performance Tuning, Jupyter
状态：免费试用University of Colorado Boulder
您将获得的技能: 数学理论与分析, 衍生产品, 应用数学, 数据科学, 代数, 数值分析, 制图, 微积分
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: 数据分析, 数据驱动决策, 数据展示, 业务分析, Python 编程, 数据预处理, 分析
状态：新状态：免费试用Logical Operations
您将获得的技能: Seaborn, Matplotlib, Data Transformation, Plot (Graphics), Pandas (Python Package), Data Manipulation, Data Visualization Software, NumPy, Data Visualization, Data Analysis, Scatter Plots, Data Science, Jupyter, Graphing, Data Processing, Box Plots, Python Programming, Computer Programming, Computer Programming Tools, Software Development
状态：免费试用Microsoft
您将获得的技能: 数据存储, 查询语言, 数据库系统, Microsoft Azure, MySQL, 数据库管理, Azure 突触分析, 数据库, NoSQL, 数据架构, 数据仓库, Databricks, 云服务, Power BI, 微软 Azure, 数据处理, 云存储, 数据湖, 关系数据库
状态：免费试用University of Colorado Boulder
您将获得的技能: Tidyverse (R Package), Rmarkdown, R Programming, Ggplot2, Data Import/Export, Data Visualization, Data Manipulation, Data Visualization Software, Data Analysis, Data Science, Data Storytelling, Statistical Analysis, Relational Databases, Data Cleansing, Data Transformation, Statistical Programming, Data Integration, Software Installation, Programming Principles, Communication
状态：免费试用University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
状态：免费试用您将获得的技能: Sustainable Business, Sustainability Reporting, Sustainable Design, Corporate Sustainability, Sustainable Technologies, Environmental Social And Corporate Governance (ESG), Sustainable Engineering, Sustainable Development, Sustainable Systems, Sustainability Standards, Business Reporting, Annual Reports, Organizational Leadership, Business Leadership, Strategic Leadership, Product Engineering, Initiative and Leadership, Leadership, Environment, Environmental Management Systems
状态：免费试用Packt
您将获得的技能: 性能调整
状态：新状态：免费试用Logical Operations
您将获得的技能: Power BI, Business Reporting, Business Intelligence, Data Storytelling, Business Intelligence Software, Data Visualization Software, Data Analysis, Microsoft Excel, Data Analysis Software, Data Modeling, Data Integration, Self Service Technologies, Data Management, Microsoft PowerPoint, Microsoft 365, Microsoft Office
总之，以下是 10 最受欢迎的 applied data science 课程
- Python 中的应用社交网络分析: University of Michigan
- Applied Machine Learning with Python: Edureka
- SQL for Data Analysis and Business Insights: Coursera
- 数据科学的代数和微分计算: University of Colorado Boulder
- 应用商业解析导论: University of Illinois Urbana-Champaign
- Python Data Science: pandas, Matplotlib, and Seaborn: Logical Operations
- 微软 Azure 数据基础 DP-900 考试准备: Microsoft
- Expressway to Data Science: R Programming and Tidyverse: University of Colorado Boulder
- Linear Algebra and Regression Fundamentals for Data Science: University of Pittsburgh
- Applied Sustainability for Technical Managers: University of Colorado Boulder
