初级数据分析课程可以帮助您学习数据收集技巧、基本统计概念、数据可视化和结果解释。您可以培养使用电子表格进行数据处理、创建图表进行 Visual 化呈现以及应用描述性统计来总结研究结果的技能。许多课程都会介绍 Excel、Google Sheets 等工具和 Tableau 等数据可视化软件,向您展示如何有效地分析和展示数据以支持决策。

您将获得的技能: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Transfer Learning, Natural Language Processing, Tensorflow, Computer Vision, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Convolutional Neural Networks
中级 · 课程 · 3-6 个月

Microsoft
您将获得的技能: Power BI, 生成式人工智能, 数据导入/导出, 交互式数据可视化, 数据维护, Microsoft Copilot, 数据建模, 数据分析, 数据可视化软件, 数据分析表达式 (DAX), Data Management, 数据转换, 数据管理
初级 · 课程 · 1-3 个月

SkillsBooster Academy
您将获得的技能: Prompt Engineering, Microsoft Copilot, Prompt Engineering Tools, Responsible AI, Workflow Management, Project Management, Meeting Facilitation, Project Coordination, Project Risk Management, Automation, Budget Management, Microsoft Office, Artificial Intelligence, Microsoft Excel, Generative AI, Microsoft Word, Time Management, Financial Management, Data Analysis, Business Communication
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Statistical Inference, Business Analytics, Data-Driven Decision-Making, Data Analysis, Regression Analysis, Estimation, Statistical Analysis, Statistical Methods, Correlation Analysis, Marketing Analytics, Data Validation, Program Evaluation
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 数据处理, 数据科学, 性能调整, Apache Hadoop, 数据分析, 大数据, 文件系统, 分布式计算, 系统配置, Apache Spark, 软件架构, Python 编程, 数据存储
混合 · 课程 · 1-3 个月

Duke University
您将获得的技能: 统计分析, R 程序设计, 抽样(统计), 统计报告, 概率分布, 软件安装, 统计编程, 数据分析, R(软件), 统计资料, 统计软件, 统计假设检验, 概率与统计, 统计方法, 统计推理
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Random Forest Algorithm, Model Evaluation, Feature Engineering, Model Training, Applied Machine Learning, Supervised Learning, Geospatial Mapping, Predictive Modeling, Image Analysis, Verification And Validation, Data Science, Environmental Engineering
初级 · 课程 · 1-4 周

您将获得的技能: Microsoft 365, Microsoft Teams, Microsoft Outlook, Microsoft Office, Pivot Tables And Charts, Calendar Management, Excel Macros, Microsoft Copilot, Microsoft Excel, Collaborative Software, Excel Formulas, Data Validation, Productivity Software, Email Automation, Spreadsheet Software, Project Management Software, Organizational Skills, Collaboration, Presentations, Visual Basic (Programming Language)
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 调试, 功能设计, R 程序设计, 性能测试, 性能调整, 代码重用性, 编程原则, 面向对象编程(OOP), R(软件), 面向对象设计, 数据结构
中级 · 课程 · 1-3 个月

King Abdullah University of Science and Technology
您将获得的技能: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, Statistical Programming, R (Software), Unix Shell, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Data Visualization, Data Cleansing, Programming Principles, Pandas (Python Package), Python Programming, NumPy
初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 商业分析, 预测分析, 数据处理, 数据展示, 高级分析, 财务数据, 数据故事, 数据预处理, 数据可视化软件, 预测建模, 数据操作, 财务分析, 数据整理, 分析, 投资管理, Model Evaluation, 技术交流, 模型培训, 模型评估, 数据清理, 投资组合管理
中级 · 课程 · 1-4 周

您将获得的技能: Key Performance Indicators (KPIs), Power BI, Dashboard Creation, Dashboard, Data Visualization, Interactive Data Visualization, Data Storytelling, Performance Metric, Business Metrics, Performance Analysis, Data Visualization Software, Data Import/Export, Business Intelligence, Regional Sales
初级 · 指导项目 · 不超过 2 小时