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。

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

您将获得的技能: Data Visualization, Data Ethics, Dashboard Creation, Data Presentation, Performance Measurement, Data Analysis, Tableau Software, Data Integrity, Stakeholder Engagement, Data Storytelling, Communication Strategies, Analytics, Prompt Patterns, Statistical Methods, Data Infrastructure, Stakeholder Communications, Responsible AI, Data Analysis Software, Spreadsheet Software, Verbal Communication Skills
初级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Data Mining, Exploratory Data Analysis, Model Evaluation, Dimensionality Reduction, Data Preprocessing, Data Cleansing, Data Transformation, Data-Driven Decision-Making, Predictive Analytics, Forecasting, Data Analysis, Classification Algorithms, Data Visualization Software, Unsupervised Learning
中级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: Unsupervised Learning, Supervised Learning, R Programming, R (Software), Machine Learning Methods, Statistical Machine Learning, Artificial Neural Networks, Applied Machine Learning, Transfer Learning, Machine Learning, Machine Learning Algorithms, Exploratory Data Analysis, Tidyverse (R Package), Deep Learning, Ggplot2, Regression Analysis, Dimensionality Reduction, Data Analysis, Data Wrangling, Data Manipulation
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 构思, Model Evaluation, 数据挖掘, 技术写作, 技术交流, 探索性数据分析, 数据预处理, 数据管道, 分析技能, 模型评估
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中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: Model Evaluation, 模型培训, 绘图(图形), Tableau 软件, 模型优化, 数据扫盲, 探索性数据分析, Matplotlib, 数据展示, Seaborn, 数据可视化, 机器学习, 数据预处理, Python 编程, 数据可视化软件, 无监督学习, Pandas(Python 软件包), 模型评估, Scikit Learn(机器学习库), 机器学习算法, 交互式数据可视化
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中级 · 专项课程 · 3-6 个月

Duke University
您将获得的技能: Data Visualization Software, PySpark, Data Visualization, Snowflake Schema, Data Storytelling, Site Reliability Engineering, Docker (Software), Databricks, Containerization, GitHub Copilot, Interactive Data Visualization, Plot (Graphics), Plotly, Data Pipelines, Kubernetes, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
中级 · 专项课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Anomaly Detection, Supervised Learning, Analytical Skills, Model Evaluation, Machine Learning Algorithms, Data Analysis, Data Preprocessing, Predictive Modeling, Statistical Analysis, Logistic Regression, Model Training, Statistical Machine Learning, Machine Learning, Data Mining
中级 · 专项课程 · 3-6 个月

Illinois Tech
您将获得的技能: Database Design, Database Systems, Relational Databases, Database Software, Databases, Database Application, NoSQL, Database Management Systems, Database Management, Database Development, Machine Learning Algorithms, SQL, Big Data, Model Evaluation, Apache Hadoop, MySQL, Statistical Analysis, Database Theory, Data Analysis, Data Preprocessing
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中级 · 专项课程 · 3-6 个月

Northeastern University
您将获得的技能: Data Wrangling, Data Manipulation, Data Transformation, Data Integration, Extract, Transform, Load, Data Processing, Data Preprocessing, Data Cleansing, Data Quality, Alteryx, SQL, Data-Driven Decision-Making, Business Analysis, Data Pipelines, Relational Databases, Data Integrity, Internal Communications, Data Collection, Python Programming, Automation
混合 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 数据分析, Algorithm, Model Evaluation, 非结构化数据, 自然语言处理, 算法, 探索性数据分析, 数据挖掘, 数据展示, 文本挖掘, 技术写作, 数据可视化, 数据预处理, 数据可视化软件, 模型评估
混合 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Decision Tree Learning, Applied Machine Learning, Supervised Learning, Advanced Analytics, Statistical Machine Learning, Machine Learning, Machine Learning Algorithms, Unsupervised Learning, Analytics, Model Training, Random Forest Algorithm, Model Optimization, Predictive Modeling, Model Evaluation, Python Programming, Performance Tuning, Classification Algorithms
高级设置 · 课程 · 1-3 个月