数据课程
数据课程可以帮助您学习数据分析、统计方法、数据可视化和机器学习原理。您可以培养解读数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Python、R、SQL 和 Tableau 等工具，这些工具支持分析数据并以清晰、有影响力的方式呈现分析结果。
热门数据课程和认证
状态：免费试用University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 数据结构, 数据库, 数据操作, Pandas（Python 软件包）, 数据预处理, 会计, 数据库管理, Matplotlib, 数据建模, SQL, Jupyter, 数据可视化, 脚本语言, NumPy, Seaborn, 脚本, 回归分析
Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
您将获得的技能: Data Visualization, Microsoft Excel, Data Visualization Software, Data Import/Export, Business Reporting, Report Writing, Microsoft 365
状态：免费试用您将获得的技能: PySpark, Data Pipelines, Apache Spark, Dashboard, Data Processing, Real Time Data, Data Visualization, Natural Language Processing, Distributed Computing, Data Transformation, Deep Learning, Performance Tuning
状态：免费试用Johns Hopkins University
您将获得的技能: 数据操作, 散点图, 统计可视化, 数据可视化软件, 数据整理, 数据导入/导出, Ggplot2, 数据可视化, Rmarkdown, R 语言程序设计（中文版）, 统计报告, 柱状图, Tidyverse（R 软件包）
状态：免费试用您将获得的技能: 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
状态：免费试用University of California, Irvine
您将获得的技能: 商业智能, 分类算法, 无监督学习, 雪花模式, 预测建模, 星形模式, 数据驱动的决策制定, 数据仓库, 云计算, 市场分析, 数据挖掘, 商业分析, 监督学习, 摘录, 数据建模
状态：免费试用您将获得的技能: Data Quality, Responsible AI, Data Cleansing, Generative AI, Data Preprocessing, Data Validation, Automation, Data Transformation, Tensorflow, OpenAI, Artificial Intelligence, Alteryx
状态：预览The State University of New York
您将获得的技能: 分子生物学, 数据预处理, 分类算法, 健康信息学, 统计分析, 生物医学技术, 大数据, 预测建模, R 语言程序设计（中文版）, 数据挖掘, 功能工程, 分析, 生物信息学
状态：新状态：免费试用Duke University
您将获得的技能: Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Model Evaluation, Predictive Modeling, Regression Analysis, R Programming, Statistics, Data Analysis, Probability & Statistics, Statistical Inference
状态：免费试用University of Colorado Boulder
您将获得的技能: Descriptive Statistics, Statistical Hypothesis Testing, Regression Analysis, Probability Distribution, Statistical Analysis, R Programming, Data Import/Export, Statistical Modeling, Statistical Methods, Tidyverse (R Package), Data Literacy, Plot (Graphics), Statistics, Data Manipulation, Data Analysis, Statistical Inference, Data Structures
Google Cloud
您将获得的技能: Analytics, Advanced Analytics, Google Cloud Platform, Model Evaluation, Big Data, Predictive Analytics, Applied Machine Learning, Data Analysis, Predictive Modeling, Data-Driven Decision-Making
总之，以下是 10 最受欢迎的 data 课程
- 使用 Python 进行会计数据分析: University of Illinois Urbana-Champaign
- Analyze Data in Azure ML Studio: Coursera
- Data Visualization using Microsoft Excel: Coursera
- Data Streaming and NLP with PySpark: Edureka
- 开始使用 R 进行数据可视化: Johns Hopkins University
- NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
- 数据仓库和商业智能: University of California, Irvine
- Smart Data Cleaning with Generative AI: Coursera
- 大数据、基因和医学: The State University of New York
- Data Modeling and Prediction with R: Duke University
