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: Probability, Statistical Inference, Estimation, Probability & Statistics, Probability Distribution, Statistical Methods, Statistics, Markov Model, Bayesian Statistics, Data Literacy, Statistical Analysis, Sampling (Statistics), Applied Mathematics, Artificial Intelligence, Generative AI, Data Analysis, Data Science, Theoretical Computer Science, Machine Learning Algorithms, Mathematical Theory & Analysis
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中级 · 专项课程 · 3-6 个月

您将获得的技能: Responsible AI, Model Evaluation, Business Analytics, Dashboard, Business Analysis, Data Ethics, Analysis, Analytical Skills, Performance Analysis, Predictive Analytics, Business Metrics, Business Communication, Performance Measurement, Regional Sales, Data-Driven Decision-Making, Technical Communication, Key Performance Indicators (KPIs), Continuous Quality Improvement (CQI), Process Improvement and Optimization, Performance Testing
中级 · 课程 · 1-4 周

您将获得的技能: AI Personalization, Agentic systems, Competitive Intelligence, Sales Management, Sales Strategy, Sales, AI Enablement, Customer Analysis, Customer Relationship Management, Sales Presentations, Real Time Data, Automation, Proposal Development, Case Studies
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Data Governance, MLOps(机器学习 Operator), 预测建模, 模型评估, 数据预处理, AI 工作流程, 云计算, Google 云端平台, 数据管道, 数据转换, 模型部署, 数据管理, 机器学习, Data Management, 张力流
中级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 集装箱化, Microsoft Copilot, MLOps(机器学习 Operator), 云计算解决方案, GitHub, 大数据, 拉斯特(编程语言), 拥抱的脸, 负责任的人工智能, CI/CD, Devops, 机器学习, 无服务器计算, 应用机器学习, Docker (软件), PyTorch(机器学习库), 人工智能和机器学习(AI/ML), 张力流
高级设置 · 课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据处理, 数据预处理, R 语言程序设计(中文版), 医学影像, 科学可视化, 数据导入/导出, 数据转换, 磁共振成像, 神经学, 图像分析, 数据操作
中级 · 课程 · 1-4 周
您将获得的技能: Model Deployment, LLM Application, Large Language Modeling, System Monitoring, Scalability, Hugging Face, Cloud Deployment, Performance Tuning, MLOps (Machine Learning Operations), Prompt Engineering, Transfer Learning, AI Security, Applied Machine Learning, Application Security, Artificial Intelligence, API Design, Model Evaluation
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 回归分析, 模型评估, 逻辑回归, 概率与统计, 数据分析, 统计推理, 统计建模, 统计分析
混合 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Inventory and Warehousing, Supply Chain Management, Business Continuity, Forecasting, Predictive Analytics, Logistics, Automation, Logistics Management, Real Time Data, Risk Mitigation, Risk Management, Case Studies, Business Ethics, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence
初级 · 课程 · 1-4 周
University of London
您将获得的技能: 统计假设检验, 抽样(统计), 数据驱动的决策制定, 描述性统计, 数学建模, 概率分布, 统计推理, 统计, 概率, 数据分析, 统计建模, 数据可视化, 风险模型, 概率与统计
初级 · 课程 · 1-3 个月
Rice University
您将获得的技能: Excel 公式, 统计假设检验, 抽样(统计), 统计, 估算, 决策, 统计方法, 微软Excel, 统计推理, 数据分析, 样本量的确定, 统计分析, 概率与统计
混合 · 课程 · 1-4 周
Coursera
您将获得的技能: Experimentation, Business Metrics, Data Storytelling, Return On Investment, Model Evaluation, Dashboard, Performance Measurement, Business Valuation, Key Performance Indicators (KPIs), A/B Testing, Performance Analysis, Analysis, Product Management, Machine Learning, Financial Analysis, Business, Stakeholder Communications, Sample Size Determination, Power Electronics
中级 · 课程 · 1-4 周