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探索探索性数据分析课程目录
- 状态:免费试用
IBM
您将获得的技能: 数据清理, 数据科学, 数据湖, 微软Excel, Apache Spark, 分析, 数据收集, Data Mart, 数据整理, 数据可视化软件, Apache Hadoop, 数据可视化, Apache Hive, 统计分析, 大数据, 数据仓库, 数据分析
Coursera Project Network
您将获得的技能: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming
- 状态:新状态:免费试用
您将获得的技能: Exploratory Data Analysis, Classification And Regression Tree (CART), Predictive Modeling, Data Analysis, Regression Analysis, Supervised Learning, Machine Learning Algorithms, Statistical Machine Learning, Feature Engineering, Data Cleansing, Bayesian Network, Performance Tuning
Coursera Project Network
您将获得的技能: Exploratory Data Analysis, Tree Maps, Geographic Information Systems, Plotly, Data Analysis, Data Visualization, Interactive Data Visualization, Data Visualization Software, Jupyter, Statistical Analysis, Pandas (Python Package)
- 状态:免费试用
University of Pennsylvania
您将获得的技能: 数据结构, 数据清理, 数据导入/导出, 数据操作, 数据科学, 数据转换, NumPy, 脚本语言, 数据验证, Python 程序设计, 数据可视化软件, Matplotlib, Jupyter, 编程原则, Pandas(Python 软件包), 散点图, 数据可视化, 柱状图, 透视表和图表, 数据分析
- 状态:新状态:免费试用
Coursera Instructor Network
您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, ChatGPT, Microsoft Excel, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis, Automation
- 状态:新状态:免费试用
您将获得的技能: Seaborn, Data Literacy, Plot (Graphics), Matplotlib, Scatter Plots, Statistical Visualization, Data Presentation, Data Visualization Software, Data Visualization, Box Plots, Exploratory Data Analysis, Data Storytelling, Data Processing, Data-Driven Decision-Making, Statistical Modeling, Statistical Analysis, Descriptive Statistics, Pandas (Python Package), NumPy, Python Programming
- 状态:新状态:免费试用
您将获得的技能: Tableau Software, Dashboard, Data Visualization Software, Data Visualization, R Programming, Alteryx, Statistical Programming, Data Presentation, Interactive Data Visualization, Data Cleansing, Data Storytelling, Data Structures, Statistical Analysis, Workflow Management, Data Analysis, Scatter Plots, Graphing, Data Manipulation, Data Processing, Data Transformation
- 状态:新状态:免费试用
您将获得的技能: Generative AI, Matplotlib, Plotly, Prompt Engineering, Data Ethics, Power BI, Data Visualization, Microsoft Excel, Data Manipulation, Exploratory Data Analysis, Data Cleansing, Pandas (Python Package), Data Transformation, Excel Formulas, Pivot Tables And Charts, Data Visualization Software, Data Analysis, Microsoft Copilot, Data Presentation, Data Processing
- 状态:新状态:免费试用
Coursera Instructor Network
您将获得的技能: Data Storytelling, Qualitative Research, Market Research, Quantitative Research, Data-Driven Decision-Making, Benchmarking, Data Presentation, Descriptive Statistics, Competitive Analysis, Analytical Skills, Research Design, Market Dynamics, Data Analysis, Data Visualization Software, Statistical Reporting, Statistics, Data Collection, Data Analysis Software, Microsoft Excel, R Programming
- 状态:免费试用
Duke University
您将获得的技能: 统计方法, 回归分析, 统计推理, R 语言程序设计(中文版), 统计, R(软件), 统计建模, 统计假设检验, 概率, 贝叶斯统计, 概率分布, 相关性分析, 数据可视化, 描述性统计, 统计分析, 概率与统计, 探索性数据分析, 数据分析, 抽样(统计), 统计报告
- 状态:免费试用
Wesleyan University
您将获得的技能: 数据叙事, 数据管理, 分类与回归树 (CART), 数据操作, 预测建模, 数据展示, 回归分析, 相关性分析, 统计建模, 统计, 探索性数据分析, 统计假设检验, 统计分析, 数据可视化, 描述性统计, 数据扫盲, 统计软件, 数据分析, 决策树学习, 机器学习
总之,以下是 10 最受欢迎的 exploratory data analysis 课程
- 数据分析导论: IBM
- Conducting Exploratory Data Analysis: Coursera Project Network
- Exploratory Data Analysis & Core ML Algorithms: Packt
- Exploratory vs Confirmatory data analysis using Python: Coursera Project Network
- 使用 Python 进行数据分析: University of Pennsylvania
- Modern Data Analytics with Python, Excel & Generative AI: Coursera Instructor Network
- Seaborn Python Data Visualization & Analysis: EDUCBA
- Tableau Data Analysis and Visualization: Packt
- AI-Enhanced Data Analysis: From Raw Data to Deep Insights: Microsoft
- Market Research Methods and Data Analysis Certificate: Coursera Instructor Network