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。

Vanderbilt University
您将获得的技能: Generative AI Agents, Agentic Workflows, AI Orchestration, Workflow Management, AI Enablement, Agentic systems, Artificial Intelligence, Business Process Automation, Generative AI, AI Product Strategy, Automation, AI Personalization, Prompt Engineering, Tool Calling, Emerging Technologies, Responsible AI
初级 · 课程 · 1-4 周

您将获得的技能: 数据分析, 商业分析, 电子表格软件, 描述性统计, 预测, 统计方法, 概率, 统计分析, 预测分析, 微软Excel, 数据可视化, 回归分析, 统计
中级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: 抽样(统计), 机器学习算法, 机器学习, 线性代数, 概率分布, 深度学习, 模型评估, 人工神经网络, 马尔可夫模型, 人工智能, Algorithm, 功能工程, 模拟, 性能测试, 性能调整, 伪代码, 监督学习, 强化学习, 人工智能和机器学习(AI/ML)
中级 · 专项课程 · 3-6 个月

Campus BBVA
您将获得的技能: Data Storytelling, Data-Driven Decision-Making, Data Visualization, Business Analytics, Dashboard, Data Quality, Data Analysis, Descriptive Statistics, Business Intelligence, Business Analysis, Statistical Methods, Data Management, Probability & Statistics, Statistical Inference, Big Data, Statistical Analysis
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Fraud detection, Jupyter, Responsible AI, Model Evaluation, Project Management, Performance Improvement, Risk Modeling, Performance Metric, Business Analytics, Credit Risk, Performance Analysis, Performance Tuning, Test Planning, Test Engineering, Applied Machine Learning, Research Design, Technical Communication
中级 · 课程 · 1-4 周
您将获得的技能: Random Forest Algorithm, Decision Tree Learning, Data Preprocessing, Applied Machine Learning, Jupyter, Classification Algorithms, Java, Sampling (Statistics), Feature Engineering, Model Evaluation, Supervised Learning, Predictive Modeling, Machine Learning, Learning Styles, Program Evaluation, Program Implementation
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据分析, 数据预处理, 预测, 机器学习, 深度学习, 概率与统计, 预测建模, 模型评估, 统计分析, 决策树学习, 功能工程, 风险模型, 逻辑回归, 随机森林算法, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: LangChain, Agentic Workflows, CI/CD, LangGraph, AI Orchestration, AI Workflows, Model Deployment, Continuous Integration, DevOps, Continuous Deployment, Generative AI Agents, Application Deployment, AI Enablement, Cloud Deployment, Test Automation, AI Product Strategy, Program Development, Microsoft Copilot, Maintainability, Agentic systems
中级 · 课程 · 1-4 周
Rice University
您将获得的技能: 数据分析, 商业分析, 探索性数据分析, 技术交流, 统计分析, 数据展示, 分析技能, 统计方法, 微软Excel, 回归分析, 预测分析, 统计报告
混合 · 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

Coursera
您将获得的技能: AI Orchestration, AI Workflows, LLM Application, Agentic systems, Tool Calling, LangChain, Artificial Intelligence, Prompt Engineering, Model Evaluation, Context Management, Scenario Testing, Performance Testing, Development Testing, Debugging
中级 · 课程 · 1-4 周