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
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
SkillUp
您将获得的技能: Encryption, 风险管理, 安全控制, 加密, 个人身份信息, 数据完整性, 数据质量, 事件响应, 数据管理, 网络安全, 数据架构, Data Governance, 法律, 合规管理, 数据安全, 信息隐私, 威胁检测
University of California, Davis
您将获得的技能: 数据建模, 分析, Data Management, 基于价值的护理, 数据管理, Data Validation, 数据质量, 欺诈检测, 摘录, Data Governance, 数据字典, 医疗保健行业知识, 数据验证, 临床数据管理, 数据整合, 卫生系统, 数据清理, 数据映射, 健康信息学, 数据综合, 元数据管理, 医疗保健
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
您将获得的技能: Extract, Transform, Load, Data Architecture, Enterprise Architecture, Data Migration, Data Modeling, Data Warehousing, Data Management, Data Processing, Data Storage, DevOps, Data Governance, Data Integration, Application Frameworks, Data Transformation, Emerging Technologies
您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Pivot Tables And Charts, Data Analysis, Data Manipulation, Microsoft Office, Data Mining
您将获得的技能: R Programming, Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Statistical Programming, Data Science, Tidyverse (R Package), Statistical Modeling, Data Analysis, Regression Analysis, Data Structures, Statistical Analysis, Descriptive Statistics, Programming Principles, Data Transformation, Probability & Statistics
Vanderbilt University
您将获得的技能: 人工智能, 自动化, 文件管理, 人工智能赋能, Prompt Engineering, 数据展示, 解决问题, 数据分析, 数据处理, ChatGPT, 创造力, 及时工程, 信息管理
Macquarie University
您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
IBM
您将获得的技能: 数据转换, 统计分析, 探索性数据分析, 预测建模, 数据可视化, 数据科学, 相关性分析, 数据预处理, 数据分析, 箱形图, R 程序设计, 回归分析, Model Evaluation, 预测分析, 统计建模, 数据整理, 数据清理, 模型评估, 数据操作
Universidad Nacional Autónoma de México
您将获得的技能: R Programming, Statistical Programming, Ggplot2, Plot (Graphics), Data Manipulation, Simulations, Statistical Software, Statistical Visualization, Data Processing, Graphing, Programming Principles, Data Import/Export, Scripting, Exploratory Data Analysis, Data Structures, Software Installation
总之，以下是 10 最受欢迎的 applied data science 课程
- Data Structures and Algorithms: Birla Institute of Technology & Science, Pilani
- 数据隐私、安全、治理、风险和合规性: SkillUp
- 数据分析的健康信息扫盲: University of California, Davis
- Data Science Project Capstone: Predicting Bicycle Rental: University of London
- Enterprise Data Architecture and Operations: SkillUp
- Introduction to Data Analysis using Microsoft Excel: Coursera
- R Programming for Statistics and Data Science: Packt
- ChatGPT 高级数据分析: Vanderbilt University
- Cyber Security: Applied Cryptography: Macquarie University
- Foundations of ML & Python for Data Science: Packt
