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: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
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
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
Johns Hopkins University
您将获得的技能: 数据分析, Data Management, 数据科学, 统计推理, 数据管理, 数据质量, 统计资料, 数据驱动决策, 统计建模, 技术交流, A/B 测试, 统计分析, 统计机器学习
SkillUp
您将获得的技能: Forecasting, Classification Algorithms, Dimensionality Reduction
状态：本周热门University of California, Davis
您将获得的技能: 查询语言, 数据分析, 数据质量, 数据建模, 同行评审, JSON, 数据管道, 探索性数据分析, 数据管理, 描述性统计, 数据湖, 统计分析, 性能指标, 演讲, 解决复杂问题, Apache Spark, 数据可视化, Data Governance, 分布式计算, 数据库设计, 数据故事
Johns Hopkins University
您将获得的技能: 数据分析, R 程序设计, 计算机编程工具, 数据操作, 调试, 统计分析, 性能调整, 数据导入/导出, 模拟, 编程原则, 数据结构, 统计编程
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
Logical Operations
您将获得的技能: Seaborn, NumPy, Matplotlib, Data Transformation, Data Manipulation, Data Visualization Software, Pandas (Python Package), Plot (Graphics), Data Visualization, Jupyter, Scatter Plots, Data Science, Data Processing, Data Analysis, Box Plots, Python Programming, Graphing, Computer Programming, Computer Programming Tools, Software Development
Johns Hopkins University
您将获得的技能: Python 编程, 面向对象编程（OOP）, 文件输入/输出, 生物信息学, 软件包和软件管理, 编程原则, Jupyter, 数据操作, 数据结构, 计算逻辑
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
Illinois Tech
您将获得的技能: Statistical Analysis, Time Series Analysis and Forecasting, Data Analysis, Model Evaluation, Data Visualization, Exploratory Data Analysis, Statistical Programming, Statistical Machine Learning, Statistical Modeling, Data Cleansing, Analytics, Regression Analysis, R Programming, Statistical Software, Forecasting, Data Preprocessing, Bayesian Statistics, Supervised Learning, Statistical Inference, Machine Learning
总之，以下是 10 最受欢迎的 data science 课程
- Data Science Fundamentals Part 1: Unit 1: Pearson
- Programming for Data Science: University of Leeds
- Data Science with NumPy, Sets, and Dictionaries: Duke University
- 生活中的数据科学: Johns Hopkins University
- Data Science for Healthcare: SkillUp
- 学习数据科学的 SQL 基础知识: University of California, Davis
- R 程序设计: Johns Hopkins University
- Fundamentals of Data Science in Healthcare: SkillUp
- Using Data Science Tools in Python: Logical Operations
- 基因组数据科学 Python: Johns Hopkins University
