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

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
攻读学位
中级 · 课程 · 1-3 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

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

John Wiley & Sons
您将获得的技能: Statistical Methods, Exploratory Data Analysis, Data Quality, Statistics, Data Analysis, Data Science, Statistical Analysis, Probability & Statistics, Data Storage, Data Collection, Data Management, Data Pipelines, Statistical Machine Learning, Data-Driven Decision-Making, Applied Mathematics, Interactive Data Visualization, Calculus, Probability Distribution, Machine Learning, Linear Algebra
初级 · 课程 · 1-4 周

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

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