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。

University of Colorado Boulder
您将获得的技能: 探索性数据分析, 技术写作, 数据管道, 大数据, 分析技能, 数据分析, 数据挖掘, 应用机器学习
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中级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Machine Learning Algorithms, Statistical Analysis, Bayesian Statistics, Data Visualization, Statistical Inference, Data Cleansing, Regression Analysis, Analytics, Data Analysis, Machine Learning, R Programming, Data Science, Statistical Modeling, Data Validation, Data Manipulation, Exploratory Data Analysis, R (Software), Data Mining, Statistical Programming, Predictive Modeling
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中级 · 专项课程 · 3-6 个月

Clemson University
您将获得的技能: Dimensionality Reduction, Data Cleansing, Matplotlib, Regression Analysis, Unsupervised Learning, Data Science, Statistical Analysis, Anomaly Detection, Descriptive Statistics, Data Analysis, Data Visualization Software, Pandas (Python Package), Exploratory Data Analysis, Predictive Modeling, Machine Learning, Supervised Learning
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中级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Agentic systems, Responsible AI, Data Pipelines, Law, Regulation, and Compliance, Information Privacy, Data Processing, Data Analysis, No-Code Development, Machine Learning, Program Evaluation, Artificial Intelligence, Ethical Standards And Conduct, Data Collection
中级 · 课程 · 1-3 个月

您将获得的技能: Scatter Plots, Jupyter, Programming Principles, Histogram
中级 · 课程 · 1-3 个月

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

University of California, Irvine
您将获得的技能: 回归分析, 统计分析, 数据战略, 无监督学习, 商业分析, 决策树学习, 文本挖掘, 异常检测, 云计算, 预测建模, 数据伦理, 分析技能, 统计建模, 预测分析, 自然语言处理, 数据挖掘, 数据分析, 社交媒体, 数据科学, 分类与回归树 (CART)
初级 · 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, Interactive Data Visualization, Plotly, Data Pipelines, Matplotlib, Kubernetes, Dashboard, Apache Spark, Apache Hadoop, Big Data, Data Science, Python Programming
中级 · 专项课程 · 1-3 个月

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

Wesleyan University
您将获得的技能: 统计分析, 描述性统计, 探索性数据分析, 回归分析, 决策树学习, 机器学习, 统计, 数据操作, 数据管理, Data Management, 数据叙事, 预测建模, 相关性分析, 分类与回归树 (CART), 统计建模, 数据可视化, 数据扫盲, 数据展示, 数据分析, 统计假设检验, 统计软件
初级 · 专项课程 · 3-6 个月
University of Illinois Urbana-Champaign
您将获得的技能: 数据可视化软件, 探索性数据分析, Matplotlib, Excel 宏, 机器学习, 时间序列分析和预测, 无监督学习, 机器学习算法, 贷款, Python 程序设计, 文本挖掘, 数据操作, 预测建模, 数据可视化, Tableau 软件, 数据分析, Scikit-learn (机器学习库), Pandas(Python 软件包), Jupyter, 应用机器学习
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中级 · 专项课程 · 3-6 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, ChatGPT, Microsoft Excel, Generative AI, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Exploratory Data Analysis, Data Visualization, Statistical Analysis, Automation
中级 · 专项课程 · 3-6 个月