数据课程可以帮助您学习数据分析、统计方法、数据可视化和机器学习原理。您可以培养解读数据集、做出数据驱动决策和有效交流见解的技能。许多课程都会介绍 Python、R、SQL 和 Tableau 等工具,这些工具支持分析数据并以清晰、有影响力的方式呈现分析结果。
您将获得的技能: Data Integration, Extract, Transform, Load, Metadata Management, Amazon Redshift, Amazon Web Services, Data Pipelines, Data Warehousing, Amazon S3, Automation, Cloud-Native Computing, Data Transformation, Serverless Computing, Process Optimization, System Monitoring
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Data Wrangling, Data Manipulation, Data Transformation, Tidyverse (R Package), Data Cleansing, Data Preprocessing, R Programming, Data Structures
初级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 客户洞察, 社交网络分析, 留住客户, 生成式人工智能, AI 个性化服务, 营销分析, 高级分析, 营销策略与技巧, 数据伦理, 预测建模, 机器学习, 营销, 数字化营销, 客户分析, 预测分析, 市场分析, 数据分析, 文本挖掘, 营销效果, 分析
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Box Plots, Data Science, Histogram, Statistical Analysis, Statistical Methods, Data Preprocessing, Probability & Statistics, Data Analysis, Data Visualization Software, Bayesian Statistics, Scatter Plots, Scripting, Python Programming, Machine Learning Algorithms, Data Manipulation, Statistical Inference, Regression Analysis
混合 · 课程 · 1-4 周

您将获得的技能: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis
初级 · 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

Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
初级 · 指导项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 数据结构, 数据库, 数据操作, Pandas(Python 软件包), 数据预处理, 会计, 数据库管理, Matplotlib, 数据建模, SQL, Jupyter, 数据可视化, 脚本语言, NumPy, Seaborn, 脚本, 回归分析
攻读学位
中级 · 课程 · 1-3 个月

您将获得的技能: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Databases, Database Management, Data Analysis Expressions (DAX), Advanced Analytics, Data Management, Data Governance, Data Preprocessing, Microsoft Excel, Amazon Web Services, Data Integration, Data Security, Cost Control, Cloud Computing, Spreadsheet Software, Excel Formulas, Predictive Modeling
中级 · 专项课程 · 3-6 个月

Microsoft
混合 · 课程
您将获得的技能: Data Import/Export, Alteryx, No-Code Development, Data Visualization, Business Analytics, Data Governance, Workflow Management, Operational Efficiency, Business Reporting, Data Cleansing, Data Manipulation, Data Transformation, Data Analysis, Data Integration, Automation
初级 · 课程 · 1-4 周

您将获得的技能: Presentations, Prompt Engineering, Responsible AI, Verbal Communication Skills, Sampling (Statistics), Data Storytelling, Spreadsheet Software, Generative AI, Data Analysis
初级 · 课程 · 1-4 周