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 California, Davis
您将获得的技能: 数据清理, 数据操作, 仪表板, 数据预处理, 利益相关者分析, 数据叙事, 数据展示, 数据质量, 数据可视化软件, 需求分析, 利益相关者管理, 数据可视化, Tableau 软件, 故事板
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Analytics, Business Analytics, Trend Analysis, Data-Driven Decision-Making, Advanced Analytics, Data Analysis, Analysis, Predictive Analytics, Case Studies, Spatial Analysis, Mathematical Modeling, Data Collection, Performance Reporting, Data Presentation, Predictive Modeling, Innovation, Learning Styles, Leadership, Computer Vision, Communication
初级 · 课程 · 1-4 周

您将获得的技能: Dashboard, Business Intelligence, Tableau Software, Business Reporting, Data Presentation, Data Visualization Software, Data Visualization, Stakeholder Communications, Interviewing Skills, LinkedIn, Presentations, Performance Improvement, Performance Analysis
高级设置 · 课程 · 1-3 个月

University of Washington
您将获得的技能: 机器学习, 机器学习算法, 分类算法, 逻辑回归, Algorithm, 数据预处理, 自然语言处理, 大数据, 模型评估, 文本挖掘, 决策树学习, 可扩展性, 预测建模, 概率与统计, 应用机器学习, 监督学习
混合 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

您将获得的技能: AI Security, Workplace inclusivity, Social Impact, Generative AI, Analysis, Critical Thinking, Data Security
初级 · 课程 · 1-4 周

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Literacy, Technical Communication, Probability & Statistics, Web Scraping, Data Import/Export, JSON, Data Integration, Statistical Analysis, Pandas (Python Package), Image Analysis, Advanced Analytics, Analytical Skills, Analysis, Data-Driven Decision-Making, Case Studies, Data Manipulation, AI Enablement, Descriptive Statistics, Statistical Inference, Unsupervised Learning
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 机器学习, 持续监测, 调试, 数据预处理, Data Validation, 数据管道, MLOps(机器学习 Operator), 云部署, 模型评估, 数据质量, 应用机器学习, 功能工程, 持续部署, 模型部署
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 数据清理, 调试, JSON, 预测, 数据分析, 解决复杂问题, 数据质量, 预测分析, Query 语言, 业务报告, 数据可视化, 数据展示, 业务指标, SQL
中级 · 课程 · 1-4 周

PwC
您将获得的技能: 数据清理, 电子表格软件, 数据分析, Data Validation, 微软Excel, 数据管理, Data Management, 财务分析, 统计分析, Excel 公式, 数据分析软件
初级 · 课程 · 1-4 周

您将获得的技能: Apache Mahout, NoSQL, Big Data, Databases, Real Time Data, Scalability, Distributed Computing, Data Persistence, Database Architecture and Administration, Model Evaluation, Data Integrity, Unstructured Data, Machine Learning Algorithms, Classification Algorithms
混合 · 课程 · 1-4 周

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Scripting, Servers, Security Controls, Data Pipelines, Application Performance Management, System Monitoring, Data Infrastructure, Windows Servers, Network Troubleshooting, Distributed Computing, Systems Administration, System Configuration, Data Management, Security Information and Event Management (SIEM), Configuration Management, Debugging, Performance Improvement
初级 · 专项课程 · 3-6 个月