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Duke University
您将获得的技能: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export
状态：免费试用Macquarie University
您将获得的技能: 数据分析, 交互式数据可视化, Excel 宏, Excel 公式, 数据可视化, 数据故事, 预测, 电子表格软件, 仪表板, Microsoft Excel, 信息图表, 透视表和图表, 数据可视化软件
状态：免费试用Macquarie University
状态：新状态：预览John Wiley & Sons
您将获得的技能: Statistics, Probability & Statistics, Data Analysis, Data Literacy, Data Collection, Unsupervised Learning, Text Mining, Business Analytics, Statistical Inference, Probability, Exploratory Data Analysis, Predictive Modeling, Data-Driven Decision-Making, Data Science, Deep Learning, Machine Learning, Machine Learning Methods, Data Visualization, Business Communication, Communication
状态：免费试用University of California, Irvine
您将获得的技能: 数据分析, 数据伦理, 描述性统计, 交互式数据可视化, Tableau 软件, 数据故事, 柱状图, 网络分析, 应用程序部署, 探索性数据分析, 地理空间信息与技术, 数据展示, 仪表板, 绘图（图形）, 分析技能, 热图, 描述性分析, 散点图, 统计可视化, 数据可视化软件
状态：免费试用您将获得的技能: Data Integration, Data Pipelines, Data Lakes, Microsoft Azure, Azure Synapse Analytics, Performance Tuning, Data Processing, Data Migration, Data Transformation, Data Validation, Microsoft SQL Servers, Data Storage
状态：免费试用University of Michigan
您将获得的技能: Histogram, Generative AI, Model Evaluation, Data Literacy, Data Visualization, Data Presentation, Statistical Hypothesis Testing, Scientific Methods, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Data Ethics, Experimentation, Data Science, Data-Driven Decision-Making, Research Design, Statistical Visualization, AI Enablement, Artificial Intelligence
状态：预览Birla Institute of Technology & Science, Pilani
您将获得的技能: Algorithms, Programming Principles, Data Science, Data Management, Computational Thinking, Data Manipulation, C and C++, Software Design, Analysis, Problem Solving, Complex Problem Solving
状态：新状态：免费试用您将获得的技能: Data Manipulation, Statistical Analysis, R (Software), Ggplot2, R Programming, Data Visualization Software, Data Science, Data Preprocessing, Probability & Statistics, Data Analysis, Statistics, Statistical Modeling, Regression Analysis, Data-Driven Decision-Making, Machine Learning, Descriptive Statistics, Probability Distribution, Time Series Analysis and Forecasting
状态：免费试用SkillUp
您将获得的技能: 数据质量, 网络安全, 加密, 安全控制, 风险管理, 事件响应, 合规管理, 数据完整性, 信息隐私, 数据管理, Data Governance, 数据安全, Encryption, 威胁检测, 法律, 个人身份信息, 数据架构
状态：预览Genentech
您将获得的技能: DevOps, 质量保证, 统计报告, R 程序设计, 风险管理, 临床试验, 敏捷软件开发, 版本控制, 医疗隐私, 数据质量, 临床数据管理, 敏捷方法, 可维护性, 软件包和软件管理, GitHub, Agile 软件开发, 数据共享, Agile 方法论
状态：免费试用University of London
您将获得的技能: Correlation Analysis, Predictive Modeling, Data Collection, Regression Analysis, Data Science, Forecasting, Data Analysis, Statistical Modeling, Time Series Analysis and Forecasting, Data-Driven Decision-Making, Data Preprocessing
总之，以下是 10 最受欢迎的 applied data science 课程
- Data Science with NumPy, Sets, and Dictionaries: Duke University
- Excel 中的数据可视化: Macquarie University
- Cyber Security: Applied Cryptography: Macquarie University
- Data Science and Machine Learning for Business Professionals: John Wiley & Sons
- 在数据科学工作流程中使用 Tableau: University of California, Irvine
- Microsoft Azure - Data Factory: EDUCBA
- Understanding Data: Navigating Statistics, Science, and AI: University of Michigan
- Data Structures and Algorithms: Birla Institute of Technology & Science, Pilani
- Analyze Data Science Concepts Using R: EDUCBA
- 数据隐私、安全、治理、风险和合规性: SkillUp
