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: SAS (Software), Network Analysis, Trend Analysis, Data Manipulation, Data Analysis, Forecasting, Data Quality, Text Mining, Data Visualization Software, Spatial Analysis, Dashboard, Analysis, Analytics, Data Visualization, Time Series Analysis and Forecasting, Business Analytics, Interactive Data Visualization, Data-Driven Decision-Making, Predictive Analytics, Business Reporting
初级 · 专业证书 · 3-6 个月

您将获得的技能: Performance Tuning, Splunk, Role-Based Access Control (RBAC), Application Performance Management, System Monitoring, Distributed Computing, System Configuration, Data Management, Security Information and Event Management (SIEM), Enterprise Security, Data Security, Event Monitoring, Scalability, Data Pipelines, Real Time Data, Authentications
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习, 分类算法, 数据伦理, 逻辑回归, 人工智能, 模型评估, 迁移学习, 深度学习, 应用机器学习, 张力流, 随机森林算法, 决策树学习, 人工神经网络, 性能调整, 监督学习
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Power BI, Microsoft Azure, Microsoft Copilot, Business Intelligence, Data Architecture, Business Reporting, AI Personalization, Pandas (Python Package), Python Programming, Predictive Modeling, Generative AI, Matplotlib, Data Wrangling, Artificial Intelligence and Machine Learning (AI/ML), Data Transformation, Data Visualization, Data Governance, R Programming, Continuous Deployment
高级设置 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, Generative AI, LangChain, OpenAI API, Ideation, Verification And Validation, Data Presentation, AI Workflows, LLM Application, Productivity, OpenAI, AI Personalization, Document Management, Responsible AI, AI Enablement, Software Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Excel Formulas, Microsoft Excel, Spreadsheet Software, Pivot Tables And Charts, Statistical Analysis, Data Manipulation, Descriptive Statistics, Data Analysis, Data Cleansing, Data Presentation
中级 · 课程 · 1-3 个月
DeepLearning.AI
您将获得的技能: 机器学习, 信息隐私, 探索性数据分析, 数据伦理, 数据分析, 文本挖掘, 非结构化数据, 卷积神经网络, 自然语言处理, 缓解, 计算机视觉, 模型评估, 人工智能, 灾难恢复, 图像分析, 应急响应, 环境监测, 应用机器学习, Jupyter, 监督学习
初级 · 专项课程 · 1-3 个月

University of California, Davis
您将获得的技能: 探索性数据分析, 数据伦理, 数据分析, 数据展示, 色彩理论, 数据叙事, 数据可视化软件, 设计元素和原则, 以用户为中心的设计, 数据可视化, Tableau 软件, 人为因素
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI Agents, AI Orchestration, Prompt Patterns, LangChain, OpenAI API, AI Workflows, LLM Application, Productivity, OpenAI, AI Enablement, Agentic systems, Generative AI, Artificial Intelligence, Large Language Modeling, AI Security, Tool Calling, Creativity, Application Development
初级 · 专项课程 · 3-6 个月

您将获得的技能: Dashboard, Interactive Data Visualization, Power BI, Data Storytelling, Data Visualization Software, Key Performance Indicators (KPIs), Business Intelligence, Data Ethics, Collaboration, Data Governance, Data Sharing, Performance Reporting, Data-Driven Decision-Making, Statistical Reporting, Business Analytics, Data Management, Data Security, Performance Management, Continuous Deployment, Cloud-Based Integration
中级 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, 机器学习, 时间序列分析和预测, 探索性数据分析, 数据清理, 分类算法, 数据科学, 生成式人工智能, 卷积神经网络, 深度学习, 降维, 回归分析, 生成对抗网络 (GAN), 强化学习, 递归神经网络 (RNN), 无监督学习, 功能工程, 监督学习, 自动编码器, 人工智能和机器学习(AI/ML)
攻读学位
中级 · 专业证书 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Logistic Regression, Supervised Learning, Applied Machine Learning, Model Evaluation, Data Modeling
中级 · 课程 · 1-3 个月