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
Logical Operations
您将获得的技能: Seaborn, Matplotlib, Data Transformation, Plot (Graphics), Pandas (Python Package), Data Manipulation, Data Visualization Software, NumPy, Data Visualization, Data Analysis, Scatter Plots, Data Science, Jupyter, Graphing, Data Processing, Box Plots, Python Programming, Computer Programming, Computer Programming Tools, Software Development
Fractal Analytics
您将获得的技能: 统计假设检验, 统计分析, 探索性数据分析, 数据可视化软件, 数据科学, 数据转换, 数据整理, 数据分析, 数据预处理, 数据清理, 统计资料, 商业分析, Matplotlib, 描述性统计, 功能工程, Jupyter, Seaborn, 相关性分析, 数据操作, Pandas（Python 软件包）
Logical Operations
您将获得的技能: Jupyter, Software Installation, System Configuration, Package and Software Management, Virtual Machines, Data Science, Pandas (Python Package), Data Processing, NumPy, Computer Programming Tools, Virtualization and Virtual Machines, Matplotlib, Data Analysis, Python Programming, Seaborn, Software Development, Computer Programming
Duke University
您将获得的技能: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control
Johns Hopkins University
您将获得的技能: Python 编程, 文件输入/输出, 计算逻辑, 面向对象编程（OOP）, 数据操作, 生物信息学, 编程原则, 数据结构, Jupyter, 软件包和软件管理
Johns Hopkins University
您将获得的技能: 统计分析, 调试, 统计编程, R 程序设计, 数据分析, 模拟, 计算机编程工具, 性能调整, 数据导入/导出, 编程原则, 数据操作, 数据结构
University of Washington
您将获得的技能: Python 编程, 模型评估, 数据可视化软件, 数据流, 数据伦理, 统计可视化, R 程序设计, 数据故事, 关系数据库, 大数据, 无监督学习, 数据分析, 数据库系统, 数据库, 统计机器学习, 预测分析, 预测建模, 查询语言, 功能工程, 监督学习
University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
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
University of Colorado Boulder
您将获得的技能: 统计分析, 数据分析, 统计资料, 概率分布, 概率与统计, 统计方法, 概率
University of Colorado Boulder
您将获得的技能: 数据可视化软件, 负责任的人工智能, 数据安全, 数据故事, 数据伦理, 信息隐私, 道德标准与行为, 可视化（计算机制图）, 用户体验设计, 可用性, 医疗保健伦理, 技术交流, 交互式数据可视化, 以人为本的设计, 统计报告, 以用户为中心的设计, 分析, 网络安全, 数据展示, 认证
Corporate Finance Institute
您将获得的技能: Model Evaluation, Feature Engineering, Data Science, Data Analysis, Business Analytics, Predictive Analytics, Data-Driven Decision-Making, Regression Analysis, Data Modeling, Statistical Analysis, Business Intelligence, Data Storytelling, Machine Learning, Exploratory Data Analysis, Data Preprocessing, Classification Algorithms
总之，以下是 10 最受欢迎的 data science 课程
- Python Data Science: pandas, Matplotlib, and Seaborn: Logical Operations
- 数据科学 Python: Fractal Analytics
- Python Data Science: Environment Setup: Logical Operations
- Data Science with R: Duke University
- 基因组数据科学 Python: Johns Hopkins University
- R 程序设计: Johns Hopkins University
- 大规模数据科学: University of Washington
- The Data Science Profession – Student View: University of London
- Introduction to Data Science Techniques: Illinois Tech
- Data Science 和 AI 的概率基础: University of Colorado Boulder
