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。

您将获得的技能: Data Presentation, Data Cleansing, Data Storytelling, Rmarkdown, Data Visualization, Data Ethics, Data Literacy, Ggplot2, Data Validation, Spreadsheet Software, Tableau Software, Analytical Skills, Data Visualization Software, Data-Driven Decision-Making, Dashboard, Data Analysis, Stakeholder Management, Data Integrity, Database Management, Case Studies
初级 · 专业证书 · 3-6 个月

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

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

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

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

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

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

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: Data Transformation, JSON, Data Preprocessing, Data Structures, Data Validation
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

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