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: Prompt Engineering, Large Language Modeling, Data Preprocessing, Convolutional Neural Networks, Plot (Graphics), Generative AI, Deep Learning, Unsupervised Learning, Model Evaluation, Natural Language Processing, Responsible AI, Time Series Analysis and Forecasting, Data Visualization, Transfer Learning, Supervised Learning, Data Ethics, Image Analysis, Recurrent Neural Networks (RNNs), Model Deployment, Embeddings
中级 · 专项课程 · 3-6 个月

Alberta Machine Intelligence Institute
您将获得的技能: 机器学习, 人工智能, 无监督学习, 案例研究, 数据收集, 产品生命周期管理, 数据质量, 业务要求, 机器学习算法, 数据伦理, 数据预处理, 监督学习, 应用机器学习, 业务分析
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: 机器学习, 功能工程, MLOps(机器学习运营), 数据分析, 探索性数据分析, Microsoft Azure, Python 编程, 云部署, 模型评估, 数据预处理, 模型部署, 无服务器计算, 数据管道, 微软 Azure, 云平台, Model Evaluation, Amazon Web Services, AWS SageMaker
高级设置 · 课程 · 1-3 个月

您将获得的技能: Microsoft SQL Servers, Relational Databases, Database Design, SQL, Database Systems, Database Management, Query Languages, Databases, Database Architecture and Administration, Data Integrity, Servers, System Configuration, Software Installation, Data Manipulation
初级 · 课程 · 1-4 周

Meta
您将获得的技能: 营销分析, Google 分析, 数据分析, 数字营销, 数据驱动决策, 应用编程接口 (API), 市场数据, 广告, 客户数据管理, 信息隐私, 网络分析, 个人身份信息, 数据整合, 数据收集, 市场营销, 应用程序接口网关
初级 · 课程 · 1-4 周

您将获得的技能: Star Schema, Microsoft SQL Servers, Database Design, Relational Databases, SQL, Data Warehousing, Query Languages, Database Architecture and Administration, Data Integrity, Power BI, Business Intelligence, Performance Tuning, Generative AI
初级 · 课程 · 1-4 周

您将获得的技能: Excel Macros, Microsoft Copilot, Pivot Tables And Charts, Excel Formulas, Microsoft Excel, ChatGPT, Data Import/Export, Data Modeling, Data Analysis, Data Transformation, Data Cleansing, Data Integration, Visual Basic (Programming Language)
高级设置 · 课程 · 1-3 个月

您将获得的技能: Survey Creation, Surveys, User Feedback, Data Storytelling, Quantitative Research, Data Analysis, Data Presentation, Market Research, Statistical Analysis, Statistical Hypothesis Testing, User Centered Design, Business Research, Data Collection
初级 · 课程 · 1-4 周

Packt
您将获得的技能: Geographic Information Systems, Package and Software Management, Scripting, Statistical Analysis, Probability & Statistics, JSON, Image Analysis, Data Validation, Web Scraping, Intelligence Collection and Analysis, Data Analysis, Statistics, Python Programming, Data Processing, Restful API, File Transfer Protocol (FTP), Open Source Technology
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Stata, STATA (Software), Scripting, Graphing, Data Visualization Software, Data Manipulation, Statistical Methods, Data Analysis, Data Management, Statistical Programming, Data Presentation, Debugging, Data Import/Export, Data Integrity
初级 · 课程 · 1-3 个月

您将获得的技能: Customer Retention, Customer Insights, Statistical Methods, Statistical Analysis, R Programming, Trend Analysis, Data Analysis, Statistics, Product Improvement, Performance Metric, Business Metrics, Analytics, Statistical Hypothesis Testing, Customer Engagement
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: Microsoft Power Platform, Statistical Reporting, Data-Driven Decision-Making
中级 · 课程 · 1-3 个月