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
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
您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
您将获得的技能: Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Applied Machine Learning, Predictive Modeling, Model Evaluation
您将获得的技能: Interoperability, Medical Privacy, Clinical Data Management, Data Cleansing, Data Preprocessing, Health Informatics, Feature Engineering, Data Transformation, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Quality, ICD Coding (ICD-9/ICD-10), Data Processing, Health Care, Health Information Management, Data Integration, Medical Records, Medical Coding, Data Validation, Electronic Medical Record, Machine Learning
您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
University of Pittsburgh
您将获得的技能: Apache Hadoop, Cloud Computing, Apache Spark, Web Services, Cloud Services, Cloud Computing Architecture, Cloud Infrastructure, PySpark, Cloud Applications, Cloud Platforms, Data Pipelines, Google Cloud Platform, Distributed Computing, Data Processing, Cloud Storage, Docker (Software), Virtualization, Containerization, Restful API, Data Architecture
您将获得的技能: Data Storytelling, Data Literacy, Data Visualization, Data Presentation, Tableau Software, Presentations, Data Visualization Software, Dashboard, Data Analysis, Web Content Accessibility Guidelines, Stakeholder Engagement
MathWorks
您将获得的技能: 回归分析, 分类算法, 数据可视化软件, 数据故事, 绘图（图形）, 数据科学, 降维, 技术交流, 功能工程, 交互式数据可视化, 数据分析, 探索性数据分析, 数据整合, 数据导入/导出, 数据预处理, 数据可视化, Matlab, 监督学习, 应用机器学习, 模型评估
University of California San Diego
您将获得的技能: 数据结构, Javascript, 图论, 网络分析, 软件测试, 拉斯特（编程语言）, 开发测试, 计算机编程, 测试案例, Python 编程, 计算思维, Java, 算法, 理论计算机科学, C 和 C++, 数据存储, 调试, 生物信息学, 计划发展, 编程原则
Eindhoven University of Technology
您将获得的技能: 实时数据, 数据处理, 数据科学, 过程分析, 预测建模, 流程改进, 业务流程管理, 验证和确认, 模型评估, 数据挖掘, 工艺优化, 业务流程建模, 运行分析, 性能分析, 业务流程
University of California San Diego
您将获得的技能: 可扩展性, 数据科学, 数据处理, 分布式计算, 大数据, Apache Hadoop, 非结构化数据, 数据分析
University of California San Diego
您将获得的技能: 回归分析, 可扩展性, 数据管道, 分类算法, 数据管理, 数据处理, 图论, 数据预处理, MongoDB, 大数据, 数据建模, 探索性数据分析, Apache Spark, Apache Hadoop, 数据整合, 数据挖掘, 数据展示, 数据库设计, 模型评估, 应用机器学习
总之，以下是 10 最受欢迎的 data science 课程
- Analyze Data Science Concepts Using R: EDUCBA
- Data Science with Python: Analyze & Visualize: EDUCBA
- Statistics & Mathematics for Data Science & Data Analytics: Packt
- Fundamentals of Data Science in Healthcare: SkillUp
- NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
- Cloud Computing for Data Science: University of Pittsburgh
- Share Data Through the Art of Visualization: Google
- 使用 MATLAB 的实用数据科学: MathWorks
- 数据结构和算法: University of California San Diego
- 流程挖掘：数据科学在行动: Eindhoven University of Technology
