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。
University of Illinois Urbana-Champaign
您将获得的技能: 机器学习, 生成对抗网络 (GAN), 深度学习, 卷积神经网络, Model Evaluation, 健康信息学, 医学科学与研究, 应用机器学习, 模型部署, 模型评估, 嵌入, 生成式对抗网络(GANs), 自动编码器, 大数据, 机器学习方法, 图论, 医疗保健项目管理, 递归神经网络 (RNN), 医疗保健, 监督学习, 图像分析, 人工神经网络
高级设置 · 专项课程 · 1-3 个月

您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Dashboard, Data Presentation, Business Reporting, Interactive Data Visualization, Data Visualization Software, Excel Formulas, Data Import/Export, Data Cleansing, Data Transformation, Data Analysis, Timelines
中级 · 课程 · 3-6 个月

Coursera
您将获得的技能: Descriptive Statistics, Dashboard, Histogram, Data Presentation, Data Storytelling, Exploratory Data Analysis, Tableau Software, Data Visualization, Interactive Data Visualization, Data-Driven Decision-Making, Analytics, Business Analysis, Strategic Decision-Making, Data Quality, Performance Analysis, Stakeholder Analysis, Business Metrics, Performance Metric
中级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Box Plots, Correlation Analysis, Data Visualization, Scatter Plots, Data Cleansing, Statistical Visualization, Data Manipulation, Pandas (Python Package), Statistical Hypothesis Testing, Descriptive Statistics, Statistical Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

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

您将获得的技能: Analytical Skills, Analysis, Data Preprocessing, Data Analysis, Model Evaluation, Product Knowledge, Business Analytics, Decision Making, Predictive Modeling, Classification Algorithms, Statistical Modeling, Logistic Regression, Decision Tree Learning, Research, Investigation, Quantitative Research, Scientific Methods
中级 · 课程 · 1-4 周

您将获得的技能: Customer Service, Customer Relationship Management (CRM) Software, Customer experience improvement, Customer Relationship Management, Customer Engagement, Customer Data Management, Customer Insights, Digital Marketing, Trend Analysis, Data Analysis, Business Reporting
初级 · 课程 · 1-4 周

您将获得的技能: Extract, Transform, Load, Star Schema, Microsoft Power Platform, Data Analysis Expressions (DAX), Data Storytelling, Microsoft Power Automate/Flow, Dashboard, Microsoft Excel, Excel Formulas, Power BI, Data-Driven Decision-Making, Microsoft Copilot, Data Presentation, No-Code Development, Data Transformation, Data Literacy, Data Modeling, Data Visualization, Data Analysis, Business Intelligence
初级 · 专项课程 · 3-6 个月

您将获得的技能: Oracle SQL Developer, Oracle Databases, Database Design, Data Manipulation, SQL, Relational Databases, Database Management, Databases, Database Management Systems, Case Studies, Pivot Tables And Charts, Data Integration, Data Analysis, Performance Tuning, Business Intelligence, Analytics, Data Structures, Data Transformation
初级 · 专项课程 · 1-3 个月

MathWorks
您将获得的技能: 机器学习, 逻辑回归, 功能工程, Model Evaluation, 模型评估, 回归分析, 预测建模, 分类算法, 数据清理, 应用机器学习, 数据预处理, 决策树学习, 监督学习, Matlab
初级 · 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

您将获得的技能: Vector Databases, AI Personalization, Hugging Face, MongoDB, Embeddings, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Artificial Intelligence, Apache Cassandra, Text Mining, Machine Learning, Data Science
中级 · 专项课程 · 1-3 个月