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。

Johns Hopkins University
您将获得的技能: Data Presentation, Graphic and Visual Design, Data Storytelling, Design Elements And Principles, Plot (Graphics), Data Literacy, Exploratory Data Analysis, Scatter Plots
中级 · 课程 · 1-3 个月

University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
初级 · 课程 · 1-4 周

IBM
您将获得的技能: 探索性数据分析, 数据科学, 负责任的人工智能, 数据预处理, 机器学习, Prompt Engineering, 数据综合, 原型设计, 预测建模, AI 赋能, 数据伦理, 数据分析, 功能工程, 生成式人工智能, 提示模式, 人工智能和机器学习(AI/ML), 数据可视化, ChatGPT, AI 工作流程, 深度学习
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Model Evaluation, Statistical Analysis, Analytics, Logistic Regression, Data Preprocessing, Predictive Modeling, Applied Machine Learning, Statistical Modeling, Machine Learning Methods, Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 探索性数据分析, 统计分析, 仪表板, 数据整理, 数据转换, IBM Cognos 分析, 散点图, 数据收集, 箱形图, Looker (软件), 数据分析, 网页抓取, 柱状图, 数据可视化, Pandas(Python 软件包), 数据操作
高级设置 · 课程 · 1-3 个月

Fundação Instituto de Administração
您将获得的技能: Big Data, Internet Of Things, Social Network Analysis, Text Mining, Apache Hadoop, Business Intelligence, Unstructured Data, Analytics, Real Time Data, Cloud Computing, Data Storage, Data Science, Marketing Analytics, Fraud detection
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Model Evaluation, Statistical Analysis, Data Visualization, Data Analysis, Exploratory Data Analysis, Data Cleansing, Analytics, Machine Learning, Data Preprocessing, Regression Analysis, Data Mining, Python Programming, Scikit Learn (Machine Learning Library), Unsupervised Learning, Classification And Regression Tree (CART), Decision Tree Learning, Logistic Regression
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, Stakeholder Management, Rmarkdown, Data Presentation, Data Storytelling, Data Visualization, Data Validation, Data Literacy, Ggplot2, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Analytical Skills, Data Integrity, Dashboard, Data Visualization Software, Tableau Software, Case Studies, Spreadsheet Software, Data Analysis
初级 · 专业证书 · 3-6 个月

Coursera
您将获得的技能: 高级分析, 负责任的人工智能, 数据转换, 数据预处理, 机器学习算法, 预测分析, AI 产品战略, 数据分析, 生成式人工智能, 分析
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Histogram, Data Visualization, Data Literacy, Data Presentation, Descriptive Statistics, Data Storytelling, Statistics, Data Analysis, Statistical Visualization, Sampling (Statistics), Data Validation
初级 · 课程 · 1-4 周

University of Colorado System
您将获得的技能: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: 临床数据管理, 临床研究, 时间序列分析和预测, 健康信息学, 分析技能, 数据科学, 数据清理, 数据建模, 数据分析, 统计报告, 数据质量
中级 · 课程 · 1-4 周