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: MongoDB, Data Transformation, Customer Analysis, Data Analysis, Back-End Web Development, Customer Data Management, Data Processing, NoSQL, Data Maintenance, Pandas (Python Package), Database Design, Data Validation, Financial Data, Data Import/Export, Database Management, Databases, Data Pipelines, Data Access, Query Languages, Performance Tuning
初级 · 专项课程 · 1-3 个月

您将获得的技能: Cloud Storage, Database Management, Cloud Platforms, Role-Based Access Control (RBAC)
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Object Oriented Programming (OOP), Software Design, Program Development, Data Structures, Visualization (Computer Graphics), Graphic and Visual Design, Computer Graphics, Creative Design, Python Programming, Algorithms, Linear Algebra, Simulations, Spatial Analysis
中级 · 课程 · 1-3 个月

您将获得的技能: Kibana, Dashboard, Interactive Data Visualization, Data Visualization, Data Visualization Software, Grafana, Graphing, Data Analysis, Splunk, Real Time Data, Anomaly Detection, Applied Machine Learning, Time Series Analysis and Forecasting, Query Languages, SQL, Role-Based Access Control (RBAC), Qualitative Research
初级 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Qualitative Research, Case Studies, Interviewing Skills, Data Analysis, Research Methodologies, Social Sciences, Research, Data Collection, Cultural Diversity, Psychology, Anthropology
初级 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 微积分, 机械, 工程计算, 应用数学, 几何学, 数学建模, 物理学, 积分微积分
中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization Software, Data Visualization, Statistical Visualization, Ggplot2, Plot (Graphics), R Programming, Scatter Plots, Data Collection, Data Analysis, Data Manipulation, Data Import/Export, Regression Analysis, Data Preprocessing, Software Installation
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Teradata SQL, SQL, Stored Procedure, Transaction Processing, Query Languages, Performance Tuning, Database Management, Data Manipulation, Data Security, Extract, Transform, Load, Database Architecture and Administration, Data Transformation, Data Storage, Relational Databases, Solution Design, Database Management Systems, Data Import/Export, Database Design, System Implementation, Mainframe Computing
中级 · 专项课程 · 1-3 个月

Google Cloud
您将获得的技能: Data Import/Export, Data Modeling, Database Management, Google Cloud Platform, SQL, Data Manipulation, Data Analysis, Cloud Computing
中级 · 项目 · 不超过 2 小时

您将获得的技能: Data Manipulation, Data Pipelines, Data Transformation, Data Quality, Data Cleansing, Data Preprocessing, Data Import/Export, Extract, Transform, Load, Exploratory Data Analysis, Big Data, Google Analytics
中级 · 项目 · 不超过 2 小时

您将获得的技能: 机器学习, 数据处理, 描述性统计, 数据科学, 数据预处理, 机器学习算法, Apache Spark, 模型评估, 数据存储, 分布式计算, Machine Learning 方法, 数据存储技术, 应用机器学习, 大数据, PySpark, 统计方法
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 微积分, 运筹学, 工程计算, 数值分析, 应用数学, 估算, 衍生产品, 数学建模, 代数
中级 · 课程 · 1-3 个月