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。

Coursera
您将获得的技能: LangGraph, AI Orchestration, LangChain, LLM Application, Agentic Workflows, Generative AI Agents, MLOps (Machine Learning Operations), Context Management, Distributed Computing, Software Design Patterns
中级 · 课程 · 1-4 周

Duke University
您将获得的技能: PyTorch(机器学习库), 机器学习, 逻辑回归, 深度学习, 自然语言处理, 卷积神经网络, 计算机视觉, 迁移学习, 人工神经网络, 医学影像, 监督学习, 应用机器学习, 图像分析, Python 程序设计, 强化学习, 递归神经网络 (RNN), 无监督学习
中级 · 课程 · 1-3 个月

University of Minnesota
您将获得的技能: 健康信息管理, 图论, 口腔信息学, 临床信息学, 健康信息学, 社区卫生, 数据共享, 医疗保健, 互操作性, 健康技术, 远程保健, 数据伦理, 数据可视化, 地理空间信息与技术, 护理, 电子病历, 公共卫生, 医疗保健伦理
混合 · 课程 · 1-3 个月
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

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

Duke University
您将获得的技能: 技术管理, 机器学习, 数据管道, 项目管理生命周期, MLOps(机器学习 Operator), 数据质量, 数据清理, 数据收集, 模型评估, 技术解决方案, 数据管理, 数据科学, 市场机遇, 系统设计, 数据预处理, 模型部署, 项目管理, 应用机器学习, 人工智能和机器学习(AI/ML), 软件开发方法
初级 · 课程 · 1-3 个月

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

LearnQuest
您将获得的技能: Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Business Transformation, Cloud Deployment, Initiative and Leadership, Application Deployment, AI Product Strategy, Digital Transformation, Continuous Monitoring, Agentic systems, Compliance Management, Stakeholder Communications, Regulatory Compliance, Dashboard, CI/CD, Data Pipelines
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Model Deployment, Data Visualization, Data Ethics, Exploratory Data Analysis, Model Evaluation, Unsupervised Learning, Data Presentation, Tensorflow, Dimensionality Reduction, MLOps (Machine Learning Operations), Probability Distribution, Apache Spark, Statistical Hypothesis Testing, Supervised Learning, Data Pipelines, Design Thinking, Data Science, Machine Learning, Python Programming
高级设置 · 专项课程 · 3-6 个月

Fundação Instituto de Administração
您将获得的技能: Workforce Management, People Analytics, Big Data, HR Tech, Workforce Planning, Data Mining, Data-Driven Decision-Making, Human Resource Strategy, Deep Learning, Human Resources Management and Planning, Digital Transformation, Human Resources, Ggplot2, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Analytics, Data Science, Data Manipulation
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Statistical Hypothesis Testing, Data-Driven Decision-Making, LLM Application, Performance Metric, Statistical Analysis, Test Script Development, Large Language Modeling, Business Metrics, Model Evaluation, Prompt Engineering, Natural Language Processing
中级 · 课程 · 1-4 周

您将获得的技能: Agentic Workflows, Agentic systems, Contract Compliance, Organizational Change, Legal Technology, Change Management, Contract Review, AI Enablement, Compliance Reporting, Compliance Management, Workflow Management, Regulation and Legal Compliance, Scalability, Automation, Process Design, Risk Analysis
中级 · 课程 · 1-4 周