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
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
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
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 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
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
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）
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
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
MathWorks
您将获得的技能: Data Science, Data Processing, Applied Machine Learning, Machine Learning, Geographic Information Systems, Big Data, Data Visualization, Data Analysis, Data Integration, Amazon Web Services, Cloud Computing, Matlab, Data Cleansing, Regression Analysis, Classification Algorithms
University of Illinois Urbana-Champaign
您将获得的技能: 卷积神经网络, 模型评估, 机器学习, 健康信息学, 深度学习, 无监督学习, 计划发展, 医疗保健项目管理, 应用机器学习, 医学科学与研究, 人工神经网络, 医疗保健, 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
Ball State University
您将获得的技能: Data Ethics, Data Collection, Probability & Statistics, Statistics, Sampling (Statistics), Data Science, R Programming, Statistical Methods, Data Structures, Data Analysis, Data Capture, Information Privacy, Tidyverse (R Package), Data Quality, Informed Consent, Social Impact, Ethical Standards And Conduct, Data Validation, Algorithms, Big Data
总之，以下是 10 最受欢迎的 data science 课程
- 基因组数据科学 Python: Johns Hopkins University
- Data Science with R: Duke University
- 大规模数据科学: University of Washington
- Data Science 和 AI 的概率基础: University of Colorado Boulder
- Analyze Data Science Concepts Using R: EDUCBA
- 数据科学 Python: Fractal Analytics
- Introduction to Data Science Techniques: Illinois Tech
- NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
- Data Science Companion: MathWorks
- 健康数据科学基金会: University of Illinois Urbana-Champaign
