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：新状态：免费试用Logical Operations
您将获得的技能: Jupyter, Software Installation, System Configuration, Package and Software Management, Virtual Machines, Data Science, Pandas (Python Package), Data Processing, NumPy, Computer Programming Tools, Virtualization and Virtual Machines, Matplotlib, Data Analysis, Python Programming, Seaborn, Software Development, Computer Programming
状态：免费试用Coursera
您将获得的技能: 数据驱动决策, 生成式人工智能, 及时工程, 预测建模, 人工智能赋能, 人工智能产品战略, Prompt Engineering, 数据综合, 数据伦理, 负责任的人工智能, 数据预处理
状态：免费试用Microsoft
您将获得的技能: Data Storytelling, Data Analysis Expressions (DAX), Data Presentation, Power BI, Data Ethics, Dashboard, Data Modeling, Data Governance, Extract, Transform, Load, Data Visualization, Interactive Data Visualization, Business Intelligence, Data Visualization Software, Data Analysis, Statistical Analysis, Correlation Analysis, Data Architecture, Data Cleansing, Data Transformation, Database Design
状态：免费试用您将获得的技能: Data-Driven Decision-Making, Data Visualization, Business Analytics, Data Analysis, Data Cleansing, Statistical Analysis, Data Preprocessing, Exploratory Data Analysis, Matplotlib, Customer Analysis, Analytical Skills, Trend Analysis, Pandas (Python Package), Python Programming, Jupyter
状态：新状态：免费试用Logical Operations
您将获得的技能: R Programming, R (Software), Data Science, Data Analysis, Statistical Modeling, Data Visualization, Statistical Analysis, Statistical Visualization, Regression Analysis, Statistical Machine Learning, Plot (Graphics), Data Structures, Computer Programming, Decision Tree Learning, Machine Learning Methods, Machine Learning, Software Development, Computer Programming Tools, Data Import/Export, Machine Learning Algorithms
状态：免费试用University of Colorado System
您将获得的技能: Bayesian Network, Linear Algebra, Numerical Analysis, Matlab, Statistical Modeling, Simulations, Estimation, Advanced Mathematics, Mathematical Modeling, Statistical Analysis, Time Series Analysis and Forecasting, Probability & Statistics, Forecasting, Applied Mathematics, Statistical Methods, Predictive Analytics, Predictive Modeling, Engineering Analysis, Control Systems, Probability
状态：免费试用您将获得的技能: 数据分析, 预测分析, 数据清理, 数据展示, 交互式数据可视化, 回归分析, 预测建模, 数据可视化, 数据操作, 探索性数据分析, 数据科学, 数据收集, 数据整理, 仪表板, 数据转换, R 程序设计, Ggplot2, Tidyverse（R 软件包）, 统计建模, 闪亮（R 套件）
状态：免费试用您将获得的技能: 数据分析, 数据库, 查询语言, 数据科学, 数据库管理, 数据操作, 数据建模, 数据访问, R 程序设计, 数据库设计, 关系数据库
状态：免费试用您将获得的技能: Real Time Data, Data Lakes, Model Deployment, Google Cloud Platform, Feature Engineering, PySpark, Data Pipelines, Cloud Storage, Data Import/Export, Dataflow, Big Data, Apache Spark, Apache Hadoop, Dashboard, Data Architecture, Data Governance, Apache Kafka, Data Infrastructure, Tensorflow, Data Warehousing
状态：新状态：预览University of Glasgow
您将获得的技能: Responsible AI, Generative AI, Data Ethics, ChatGPT, Data Science, LLM Application, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Data Security, Statistical Methods
状态：免费试用University of Michigan
您将获得的技能: 数据分析, 数据操作, 软件安装, Python 编程, 数据存储技术, 数据结构, 开发环境
状态：免费试用University of Colorado Boulder
您将获得的技能: 数据科学, 软件工程, 绘图（图形）, 数据导入/导出, Pandas（Python 软件包）, NumPy, 脚本, 编程原则, 数据操作, 数据可视化软件, 数据可视化, 脚本语言, 柱状图, Seaborn, Python 编程, 计算机编程, Matplotlib, 软件包和软件管理, 数据结构
总之，以下是 10 最受欢迎的 applied data science 课程
- Python Data Science: Environment Setup: Logical Operations
- 数据科学团队的 GenAI: Coursera
- Microsoft Data Visualization: Microsoft
- Perform exploratory data analysis on retail data with Python: Coursera
- R Programming for Data Science: Logical Operations
- Applied Kalman Filtering: University of Colorado System
- 使用 R 的数据科学 - 毕业设计项目: IBM
- 使用 R 的数据科学 SQL: IBM
- Preparing for Google Cloud Certification: Cloud Data Engr: Google Cloud
- Generative AI for Data Science: University of Glasgow
