R数据分析与可视化训练营实战篇:综合案例分析
Master data processing, model building & visualization with real-world case studies. Hands-on training for practical skills.
Course Content
R数据分析与可视化训练营实战篇:综合案例分析 is an advanced Udemy course taught by 东升 关. It runs 2h 54m, is taught in Chinese, and includes a certificate of completion. Learners rate it 5.0 out of 5 from 2 reviews, with 7 students enrolled. It is a paid course, first published January 2025.
This course equips you with a comprehensive understanding of the data analysis process through practical, real-world case studies. You'll master a variety of techniques, from data import and data cleaning to statistical analysis and data modeling.
Here's a breakdown of the practical applications you'll explore:
- Online Retail Data Analysis: Dive into customer behavior and sales trends using descriptive statistics and data visualization. Learn how to extract valuable insights from e-commerce data.
- Air Pollution & Meteorological Factor Analysis: Analyze the relationship between pollutants and weather conditions. Gain expertise in handling and analyzing environmental data.
- Bank Marketing Effectiveness Analysis & Prediction: Leverage bank marketing data and logistic regression models to predict customer behavior. Understand how to optimize marketing campaigns.
- Stock Price Prediction: Apply the ARIMA model to forecast future stock prices. Discover the power of time series data analysis in financial markets.
This section emphasizes not only theoretical analysis but also hands-on experience. You'll deepen your understanding of data processing, modeling, evaluation, and prediction techniques, gaining comprehensive practical experience to excel in data analysis.
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