Data Science 课程
Data Science 课程可帮助您了解如何分析数据、创建模型并评估其性能。您可以发展统计、自动学徒、数据准备和可视化方面的能力。许多课程使用最新的语言和书库，用于实践项目。
Data Science 热门课程和证书
状态：本周热门您将获得的技能: Data Ethics, Data Analysis, Analytics, Data-Driven Decision-Making, Google Sheets, Business Analytics, Spreadsheet Software, Analytical Skills, Tableau Software, Data Sharing, Data Collection, Data Cleansing, Data Processing, Data Visualization Software, Data Visualization, SQL
University of Michigan
您将获得的技能: 查询语言, 数据清理, 数据处理, 数据可视化软件, 计算机编程, 交互式数据可视化, JSON, Python 编程, 网络抓取, 数据结构, 数据分析, 调试, 可扩展标记语言（XML）, 恢复性应用程序接口, 数据可视化, 网络服务, 关系数据库, 数据库, 编程原则, 数据库设计
University of California, Irvine
您将获得的技能: 社交媒体, 无监督学习, 数据科学, 异常检测, 文本挖掘, 回归分析, 数据战略, 决策树学习, 模型评估, 数据伦理, 分析技能, 预测分析, 预测建模, 自然语言处理, 商业分析, 数据挖掘, 分析, 监督学习, 统计分析, 云计算
DeepLearning.AI
您将获得的技能: 数据操作, 数据预处理, 线性代数, 机器学习方法, NumPy, 降维, Python 编程, 机器学习, 高等数学, 数学建模, 应用数学, 代数
University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
Johns Hopkins University
您将获得的技能: 数据管理, 数据科学, 数据驱动决策, 工作流程管理, 组织领导力, 探索性数据分析, 数据战略, 面试技巧, 数据质量, 领导能力, 团队激励, 分析技能, 交流, 团队管理, 数据分析, 统计报告, 项目管理, 技术交流, 员工入职, 数据展示
Duke University
您将获得的技能: Matplotlib, Pandas (Python Package), NumPy, Data Visualization, Data Cleansing, Data Structures, Data Visualization Software, Predictive Analytics, Debugging, Object Oriented Programming (OOP), Data Manipulation, Regression Analysis, Python Programming, Data Science, Algorithms, Simulations, Exploratory Data Analysis, Data Preprocessing, Predictive Modeling, Data Analysis
Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Exploratory Data Analysis, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Logistic Regression, Machine Learning, R Programming, Data Preprocessing, Statistical Modeling, Data Validation, Statistical Methods, R (Software), Data Mining, Statistical Programming
您将获得的技能: Plotly, Model Evaluation, NumPy, Plot (Graphics), Dashboard, Statistics, Pandas (Python Package), Data Analysis, Statistical Analysis, Regression Analysis, Data Manipulation, Python Programming, Analytics, Probability & Statistics, Statistical Methods, Applied Machine Learning, Probability, Data Science, Statistical Modeling, Performance Tuning
University of Michigan
您将获得的技能: R (Software), Model Evaluation, Statistical Modeling, Statistics, Data Visualization, Data Wrangling, Data Manipulation, Correlation Analysis, Histogram, Data Analysis, Statistical Analysis, Biostatistics, Statistical Hypothesis Testing, Scripting, Package and Software Management, Data Import/Export
University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
Clemson University
您将获得的技能: Dimensionality Reduction, Model Evaluation, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Data Preprocessing, Statistical Methods, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Machine Learning
总之，以下是 10 最受欢迎的 data science 课程
- Foundations: Data, Data, Everywhere: Google
- 面向所有人的 Python: University of Michigan
- 数据科学基础: University of California, Irvine
- 机器学习和数据科学线性代数: DeepLearning.AI
- Data Science for Marketing: University of Colorado System
- 执行数据科学: Johns Hopkins University
- Programming for Python Data Science: Principles to Practice: Duke University
- Advanced Statistical Techniques for Data Science: Illinois Tech
- Data Science Essentials: Analysis, Statistics, and ML: Packt
- Data Science for Health Research: University of Michigan
