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。

SAS
您将获得的技能: 数据清理, 探索性数据分析, 数据预处理, 描述性统计, 数据访问, 数据分析, 数据操作, SQL, 微软Excel, 数据导入/导出, 数据转换, SAS(软件), 统计编程
初级 · 课程 · 1-3 个月

您将获得的技能: Apache Airflow, MLOps (Machine Learning Operations), Multi-Tenant Cloud Environments, Data Pipelines, Workflow Management, Business Workflow Analysis, Cloud Deployment, Continuous Deployment, CI/CD, Devops Tools, DevOps, Configuration Management, Python Programming, Scalability, Performance Tuning, System Monitoring
中级 · 课程 · 3-6 个月

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

您将获得的技能: MLOps (Machine Learning Operations), Data Integrity, Data Quality, Data Maintenance, System Monitoring, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 卷积神经网络, 数据预处理, 人工神经网络, 计算机视觉, 迁移学习, 深度学习, PyTorch(机器学习库), 张力流, Keras(神经网络库), 图像分析
中级 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Marketing Budgets, Stakeholder Engagement, Data-Driven Decision-Making, Marketing Effectiveness, Marketing Planning, Analytics, Data Presentation, Predictive Modeling, Trend Analysis, Presentations, Dashboard, Performance Reporting, Data Quality
初级 · 课程 · 1-4 周

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

Real Madrid Graduate School Universidad Europea
您将获得的技能: Data Synthesis, Data Integration, Data Literacy, Data Storytelling, Analysis, Case Studies, Business Analytics, Advanced Analytics, Analytical Skills, Strategic Decision-Making, Business Metrics, Forecasting, Media and Communications, Statistics, Persuasive Communication, Databases, Database Design, Innovation
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Prompt Engineering, Excel Formulas, Microsoft Copilot, Microsoft Excel, Data Visualization, Data Analysis, Data Entry, Data Presentation, Spreadsheet Software, Data Manipulation, User Interface (UI)
初级 · 课程 · 1-3 个月

University of Amsterdam
您将获得的技能: 统计假设检验, 定量研究, 统计, 科学方法, 数据分析软件
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Excel Macros, Prompt Engineering, Microsoft Excel, Data Cleansing, Excel Formulas, Pivot Tables And Charts, Microsoft Copilot, Dashboard, Forecasting, Data Presentation, Data Storytelling, Data Processing, Data Visualization Software, Data Manipulation, Data Visualization, Predictive Modeling, Workflow Management, Data Preprocessing, Data Quality, Statistical Analysis
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: 数据预处理, 嵌入, 自然语言处理, 文本挖掘, Algorithm, 马尔可夫模型, 人工神经网络, 概率与统计, Machine Learning 方法, 统计建模
中级 · 课程 · 1-4 周