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: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis
初级 · 专项课程 · 1-4 周

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

您将获得的技能: Model Evaluation, Classification Algorithms, Regression Analysis, Data Science, Statistical Modeling, Predictive Modeling, Machine Learning Methods, Exploratory Data Analysis, Machine Learning, Data Analysis, Applied Machine Learning, Machine Learning Software, Feature Engineering, Random Forest Algorithm, Supervised Learning, Logistic Regression, Data Processing, Model Optimization, Data Manipulation, Data Visualization
中级 · 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 Wrangling, Plot (Graphics), Descriptive Statistics, Data Analysis, Data Visualization Software, Applied Machine Learning, Pandas (Python Package), Data Mining, Data-Driven Decision-Making
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中级 · 课程 · 1-3 个月

您将获得的技能: Apache Spark, Large Language Modeling, Applied Machine Learning, Model Training
中级 · 课程 · 1-3 个月

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

John Wiley & Sons
您将获得的技能: Supervised Learning, Statistical Methods, Exploratory Data Analysis, Data Preprocessing, Model Evaluation, Data Processing, Data Quality, Model Deployment, Data Transformation, Machine Learning Methods, Image Analysis, Statistics, Statistical Machine Learning, Data Analysis, Data Science, MLOps (Machine Learning Operations), Applied Machine Learning, Unsupervised Learning, Computer Vision, Machine Learning Algorithms
初级 · 专项课程 · 1-3 个月

Birla Institute of Technology & Science, Pilani
您将获得的技能: Feature Engineering, Data Ethics, Exploratory Data Analysis, Analytics, Data Analysis, Machine Learning Algorithms, Data Preprocessing, Unsupervised Learning, Data Cleansing, Data Science, NumPy, Data Manipulation, Data Transformation, Data Structures, Pandas (Python Package), Dimensionality Reduction, Classification Algorithms, Python Programming, Regression Analysis, Data Visualization
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中级 · 课程 · 1-3 个月

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

您将获得的技能: Generative AI, Data Pipelines, AI Integrations, Data Processing, Data Ethics, Responsible AI, Prompt Engineering, Data Engineering, Data Analysis, Data Cleansing, AI Workflows, Data Transformation, Business Process Automation, Automation, Business Intelligence, Statistical Analysis, Predictive Analytics, Debugging
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Seaborn, Data Storytelling, Data Visualization, Data Presentation, Data Integration, A/B Testing, Data Import/Export, Statistical Hypothesis Testing, Text Mining, Data-Driven Decision-Making, Git (Version Control System), Matplotlib, Pandas (Python Package), Version Control, GitHub, Social Media Analytics, Statistical Analysis, Exploratory Data Analysis, Jupyter, NumPy
初级 · 专项课程 · 1-3 个月

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