Ggplot2 课程可以帮助您学习数据 Visualization 技术、美学 Mapping 和分层图形,以创建信息丰富的绘图。您可以掌握定制 Visualization 元素、解释数据 Distribution 和清晰呈现复杂数据集的技能。许多课程都会介绍 R 和 RStudio 等工具,这些工具支持有效地实施 Ggplot2,以及通过 Visualization 来增强数据故事性的方法。

您将获得的技能: Rmarkdown, Autoencoders, Shiny (R Package), Deep Learning, Recurrent Neural Networks (RNNs), Transfer Learning, Model Evaluation, R (Software), Data Import/Export, Classification Algorithms, Reinforcement Learning, R Programming, Ggplot2, Data Manipulation, Convolutional Neural Networks, Plotly, Applied Machine Learning, Machine Learning Algorithms, Artificial Intelligence, Dimensionality Reduction
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数据清理, 统计可视化, 数据叙事, 制图, 数据导入/导出, 仪表板, 数据扫盲, 数据综合, Ggplot2, 故事板, 数据操作, 数据转换, R 语言程序设计(中文版), 数据预处理, 数据可视化软件, 统计报告, 数据展示, 数据分析, Tidyverse(R 软件包)
混合 · 课程 · 1-4 周

您将获得的技能: Plotly, Data Visualization, Datamaps, Data Visualization Software, Scatter Plots, Jupyter, Python Programming, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Medical Science and Research
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: 数据清理, R 语言程序设计(中文版), 数据结构, 数据操作, 数据转换, Ggplot2, 数据导入/导出, 关系数据库, 数据分析, 编程原则, Tidyverse(R 软件包)
初级 · 课程 · 1-3 个月

您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Johns Hopkins University
您将获得的技能: Exploratory Data Analysis, Statistical Visualization, Data Visualization Software, R Programming, Ggplot2, Plot (Graphics), Statistical Methods, Data Analysis, Unsupervised Learning, Spatial Data Analysis, Dimensionality Reduction, Graphical Tools, Color Theory, Analytics
混合 · 课程 · 1-4 周

您将获得的技能: Rmarkdown, Knitr, Exploratory Data Analysis, Dimensionality Reduction, Ggplot2, Plotly, Data Visualization, Data Visualization Software, Statistical Visualization, Statistical Analysis, Data Storytelling, Generative AI, R Programming, Correlation Analysis, Data Analysis, Tidyverse (R Package), Scatter Plots, Descriptive Statistics, Data Cleansing, Data Preprocessing
初级 · 课程 · 1-3 个月

您将获得的技能: Python 程序设计, Pandas(Python 软件包), 生成式人工智能, Matplotlib, 仪表板, 数据分析, 数据驱动的决策制定, 交互式数据可视化, ChatGPT, 数据可视化软件, 分析
中级 · 指导项目 · 不超过 2 小时
University of Toronto
您将获得的技能: Scientific Visualization, Data Visualization Software, Statistical Visualization, Interactive Data Visualization, Bioinformatics, Ggplot2, Visualization (Computer Graphics), R (Software), Dimensionality Reduction, Scatter Plots, R Programming, Network Analysis, Exploratory Data Analysis, Heat Maps, Molecular Biology, Design Thinking
中级 · 课程 · 1-3 个月

您将获得的技能: Descriptive Statistics, Data Analysis, Exploratory Data Analysis, Quantitative Research, R Programming, Statistical Analysis, Probability & Statistics, Statistics, Data Science
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Plotly, Statistical Visualization, Interactive Data Visualization, Matplotlib, Data Visualization Software, Network Analysis, Seaborn, Data-Driven Decision-Making, Data Mining, Scatter Plots, R Programming, Graph Theory, Data Science, Time Series Analysis and Forecasting
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混合 · 课程 · 1-3 个月