数据处理课程可以帮助您学习数据清洗、转换技术和探索性数据分析。您可以掌握使用函数进行数据聚合、过滤数据集和有效实现信息 Visualization 的技能。许多课程都会介绍 Python、R 和 SQL 等工具,这些工具支持处理大型数据集和执行复杂的分析。您还将探索 Pandas 和 NumPy 等库,它们可简化数据处理任务,提高您从原始数据中获得洞察力的能力。

您将获得的技能: Statistical Visualization, Scatter Plots, Histogram, Data Science, Computer Programming
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: 数据操作, 监督学习, 数据预处理, 机器学习算法, 张力流, 预测分析, 设计思维, 回归分析, 数据清理, 预测建模, 应用机器学习, 功能工程, 分类算法, 逻辑回归, Scikit Learn(机器学习库), 统计方法
中级 · 课程 · 1-3 个月

您将获得的技能: Matplotlib, Linear Algebra, Data Visualization, NumPy, Machine Learning Algorithms, Pandas (Python Package), Seaborn, Data Science, Machine Learning, Data Analysis, Supervised Learning, Python Programming, Jupyter, Data Manipulation, Classification Algorithms, Regression Analysis, Data Structures, Software Installation
初级 · 课程 · 1-3 个月

您将获得的技能: Ggplot2, Tidyverse (R Package), Data Visualization, Data Analysis, Exploratory Data Analysis, R Programming, Data Visualization Software, Data Manipulation, R (Software)
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Analysis Expressions (DAX), Power BI, Pivot Tables And Charts, Microsoft Excel, R Programming, Alteryx, Dashboard, Statistical Programming, Data Transformation, Tableau Software, Data Cleansing, Data Presentation, Data Visualization Software, Interactive Data Visualization, Debugging, Data Visualization, Automation, Python Programming, Data Structures, Statistical Analysis
中级 · 专项课程 · 3-6 个月

您将获得的技能: R Programming, Ggplot2, Data Visualization, Data Manipulation, Exploratory Data Analysis, Statistical Programming, Data Science, Tidyverse (R Package), Statistical Modeling, Data Analysis, Regression Analysis, Data Structures, Statistical Analysis, Descriptive Statistics, Programming Principles, Data Transformation, Probability & Statistics
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Ggplot2, Data Cleansing, Tidyverse (R Package), Data Wrangling, Data Transformation, Data Visualization, R Programming, Data Manipulation, Data Analysis, Data Management, Pivot Tables And Charts
中级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: Microsoft SQL Servers, SQL, Transact-SQL, Databases, Relational Databases, Data Transformation, Data Manipulation, Query Languages, Generative AI, Data Analysis
初级 · 课程 · 1-4 周

University of Pittsburgh
您将获得的技能: NumPy, Matplotlib, Linear Algebra, Pandas (Python Package), Data Manipulation, Applied Mathematics, Data Visualization, Python Programming, Data Analysis, Data Science, Regression Analysis, Data Visualization Software, Mathematics and Mathematical Modeling, Probability & Statistics, Statistics, Numerical Analysis, Mathematical Modeling, Machine Learning, Computational Logic, Logical Reasoning
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Manipulation, Python Programming, Probability & Statistics, Applied Machine Learning, Pandas (Python Package), Data Science, Statistical Analysis, NumPy, Machine Learning, Probability Distribution
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Debugging, Data Analysis, Data Preprocessing, Numerical Analysis, Critical Thinking
中级 · 课程 · 1-4 周

您将获得的技能: Splunk, Dashboard, Data Transformation, Data Manipulation, Data Analysis, Statistical Analysis, Query Languages, Data Visualization Software, Ad Hoc Reporting, Real Time Data, Data Modeling, Continuous Monitoring, Taxonomy
中级 · 课程 · 1-4 周