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: Apache Spark, MLOps (Machine Learning Operations), Large Language Modeling, Keras (Neural Network Library)
中级 · 课程 · 1-3 个月

Eindhoven University of Technology
您将获得的技能: 流程改进, 模型评估, 业务流程建模, 数据挖掘, 业务流程, 数据科学, 验证和确认, 业务流程管理, 数据处理, 性能分析, 数据驱动决策, 运行分析, 实时数据, 工艺优化, 过程分析, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis
中级 · 专项课程 · 3-6 个月

University of London
您将获得的技能: Data Literacy, Unsupervised Learning, Data Science, Applied Machine Learning, Data Analysis, Machine Learning, Big Data
初级 · 课程 · 1-4 周

Clemson University
您将获得的技能: Dimensionality Reduction, Model Evaluation, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Data Preprocessing, Statistical Methods, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Machine Learning
攻读学位
中级 · 课程 · 1-3 个月

Packt
您将获得的技能: NumPy, Time Series Analysis and Forecasting, Scikit Learn (Machine Learning Library), Pandas (Python Package), Matplotlib, Data Analysis, Predictive Analytics, Data Visualization, Database Management, Applied Machine Learning, Scientific Visualization, Data Manipulation, Data Science, Statistics, Python Programming, Statistical Analysis, Data Wrangling, Big Data, NoSQL, Data Preprocessing
初级 · 课程 · 1-3 个月

Corporate Finance Institute
您将获得的技能: Classification Algorithms, Data Preprocessing, Feature Engineering, Model Evaluation, Data Import/Export, Matplotlib, Data Science, Regression Analysis, Financial Data, Data Analysis, Exploratory Data Analysis, Business Analytics, Data Cleansing, Pandas (Python Package), Machine Learning Algorithms, Statistical Visualization, Financial Analysis, Statistical Modeling, Statistical Analysis, Predictive Analytics
高级设置 · 专项课程 · 3-6 个月

您将获得的技能: Data Visualization, Data Ethics, Data Literacy, Data Analysis, Tableau Software, Data Integrity, Statistical Methods, Stakeholder Communications, Responsible AI, Small Data, Decision Making, Stakeholder Analysis, Key Performance Indicators (KPIs), Big Data, Sampling (Statistics), Data Sharing, Spreadsheet Software, Verbal Communication Skills, Solution Design, Root Cause Analysis
初级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Seaborn, Data Storytelling, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Statistical Methods, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Data Presentation, Matplotlib, Data Visualization, Pandas (Python Package), Version Control, GitHub, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy
初级 · 专项课程 · 1-3 个月
University of Glasgow
您将获得的技能: ICD 编码(ICD-9/ICD-10), 临床数据管理, 描述性统计, 预测建模, 健康信息学, 查询语言, 预测分析, 医疗记录, 探索性数据分析, 数据挖掘, 数据库设计, 病人流程, 临床信息学, 描述性分析, 关系数据库, 分析, 互操作性, 精准医疗, 机器学习, 电子病历
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 数据可视化, 探索性数据分析, 数据展示, 模型评估, Rmarkdown, 回归分析, 预测建模, 交互式数据可视化, GitHub, 统计建模, 统计分析, 统计推理, Plotly, 统计假设检验, R 程序设计, 机器学习, 机器学习算法, 统计机器学习, 概率与统计, 闪亮(R 套件), Model Evaluation
中级 · 专项课程 · 3-6 个月

John Wiley & Sons
您将获得的技能: Statistics, Probability & Statistics, Data Analysis, Data Literacy, Data Collection, Unsupervised Learning, Text Mining, Business Analytics, Statistical Inference, Probability, Exploratory Data Analysis, Predictive Modeling, Data-Driven Decision-Making, Data Science, Deep Learning, Machine Learning, Machine Learning Methods, Data Visualization, Business Communication, Communication
中级 · 课程 · 3-6 个月