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探索探索性数据分析课程目录
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: 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：免费试用University of Pennsylvania
您将获得的技能: Python 程序设计, Matplotlib, 数据操作, 数据转换, 数据导入/导出, 数据科学, Pandas（Python 软件包）, 脚本语言, 编程原则, 数据结构, Jupyter, 散点图, 数据可视化, 数据可视化软件, 数据分析, NumPy, 柱状图, 数据清理, 透视表和图表, 数据验证
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：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Google
您将获得的技能: Data Transformation, Unstructured Data, JSON, Data Structures, Data Validation
状态：新状态：免费试用Google
您将获得的技能: Data Wrangling
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Fractal Analytics
您将获得的技能: Data Governance, Data Strategy, Data Ethics, Responsible AI, Data Management, Data Architecture, Metadata Management, Data Store, Data Loss Prevention, Data Security, Interoperability, Docker (Software), Data Storage, Data Processing, Semantic Web, Generative AI Agents, Real Time Data, Large Language Modeling, Machine Learning, Agentic systems
状态：预览S.P. Jain Institute of Management and Research
您将获得的技能: Data Analysis, Quantitative Research, Statistical Hypothesis Testing, Sampling (Statistics), Descriptive Statistics, Business Analytics, Regression Analysis, Business Mathematics, Data-Driven Decision-Making, Statistical Analysis, Probability Distribution, Microsoft Excel, Statistical Inference, Probability, Variance Analysis, Estimation
总之，以下是 10 最受欢迎的 exploratory data analysis 课程
- Exploratory Data Analysis & Core ML Algorithms: Packt
- Conducting Exploratory Data Analysis: Coursera Project Network
- 使用 Python 进行数据分析: University of Pennsylvania
- Exploratory vs Confirmatory data analysis using Python: Coursera Project Network
- AI-Enhanced Data Analysis: From Raw Data to Deep Insights: Microsoft
- Seaborn Python Data Visualization & Analysis: EDUCBA
- Modern Data Analytics with Python, Excel & Generative AI: Coursera Instructor Network
- Explore Raw Data: Google
- Clean Your Data: Google
- Tableau Data Analysis and Visualization: Packt
