数据挖掘课程可以帮助您学习数据预处理、模式识别和预测建模技术。您可以掌握 Cluster、Classification 和 Anomaly Detection 等技能,从而支持从大型数据集中提取有意义的见解。许多课程都会介绍 Python、R 和 SQL 等工具,以及 RapidMiner 和 Weka 等软件,帮助您在实际数据分析项目中应用这些技能。

Wesleyan University
您将获得的技能: 概率与统计, 相关性分析, 统计分析, 统计假设检验, 统计方法, 数据分析, 分析技能, 数据管理, 统计推理, 回归分析, SAS(软件), 定量研究, 统计软件
混合 · 课程 · 1-4 周

Coursera
您将获得的技能: Data Storytelling, Data Presentation, Storytelling, Data Visualization, Verbal Communication Skills, Data Analysis, Business Communication, Action Oriented, Drive Engagement
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Statistics, Data Analysis, Statistical Analysis, Regression Analysis, Analytics, Statistical Methods, Probability, Data Science, Statistical Modeling, Data-Driven Decision-Making, Statistical Inference, Probability Distribution, Applied Machine Learning, Predictive Modeling, Model Evaluation
中级 · 课程 · 1-3 个月

Edureka
您将获得的技能: Power BI, Data Visualization, Data Analysis Expressions (DAX), Matplotlib, Plotly, Data Analysis, Exploratory Data Analysis, Seaborn, SQL, Pandas (Python Package), Probability & Statistics, Regression Analysis, Machine Learning, Statistical Hypothesis Testing, Python Programming, Data Transformation, Feature Engineering, Data Integration, NumPy, Web Scraping
中级 · 专项课程 · 3-6 个月

University of Leeds
您将获得的技能: Exploratory Data Analysis, Data Cleansing, Statistical Methods, Statistical Modeling, Data Visualization, Statistics, R (Software), Data Analysis, Descriptive Statistics, Data Preprocessing, Box Plots, Data Visualization Software, Histogram, Probability, Probability Distribution
中级 · 课程 · 1-4 周

您将获得的技能: Drug Development, Clinical Research, Clinical Trials, Statistical Analysis, Predictive Modeling, R Programming, Data Analysis, Statistical Methods, Health Policy, Data Science, Epidemiology, Healthcare Industry Knowledge, Data Quality, Electronic Medical Record
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Value-Based Care, Health Informatics, Business Analytics, Health Information Management and Medical Records, Analytics, Patient Safety, Health Care, Patient-centered Care, Statistical Analysis, Quantitative Research, Performance Measurement, Data Analysis, Data-Driven Decision-Making, Descriptive Analytics, Organizational Strategy, Risk Analysis, Peer Review, Strategic Thinking, Data Management, Systems Thinking
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 张力流, 模型评估, 数据共享, 数据管理, 数据转换, 迁移学习, 数据预处理, MLOps(机器学习 Operator), 数据导入/导出, 性能调整, 数据管道, 摘录, 数据处理
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 探索性数据分析, 数据科学, 数据扫盲, Rmarkdown, R(软件), 软件安装, 版本控制, 数据分析, R 语言程序设计(中文版), GitHub, 统计编程
混合 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Data Storytelling, Prompt Engineering, Data Presentation, ChatGPT, Prompt Patterns, Data Synthesis, Microsoft Excel, LLM Application, Productivity, Infographics, OpenAI, Document Management, AI Enablement, Data Analysis, SQL, Generative AI, Artificial Intelligence, Data Visualization, Data Cleansing, Databases
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, 数据驱动的决策制定, 交互式数据可视化, 实时数据, 数据展示, 数据叙事, 生成式人工智能, 数据整理, LLM 申请, 数据可视化软件
中级 · 课程 · 1-4 周

您将获得的技能: Data Presentation, Data Storytelling, Presentations, Data Cleansing, Data Visualization, Rmarkdown, Data-Driven Decision-Making, Data Validation, Data Ethics, Interactive Data Visualization, Dashboard, Spreadsheet Software, Ggplot2, Google Sheets, SQL, Data Literacy, Data Collection, Data Analysis, Sampling (Statistics), Data Processing
初级 · 专业证书 · 3-6 个月