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: 数据处理, 数据分析, 数据展示, 数据操作, 数据转换, 数据整合, SAS(软件), 统计编程
中级 · 课程 · 1-3 个月

您将获得的技能: Case Studies, User Experience Design, Business Analysis, Natural Language Processing, Application Programming Interface (API), Application Deployment, Application Development, Artificial Intelligence, Systems Integration, Scalability
初级 · 课程 · 1-4 周

您将获得的技能: AI Enablement, Business Process Automation, Digital Transformation, Employee Engagement, Recruitment
中级 · 课程 · 1-4 周

您将获得的技能: Large Language Modeling, LLM Application, Model Deployment, AI Enablement, Transfer Learning, Prompt Engineering, Generative AI, Model Evaluation, Deep Learning, Natural Language Processing, Recurrent Neural Networks (RNNs), Responsible AI, Scalability, Machine Learning, Performance Tuning, Systems Integration
高级设置 · 课程 · 3-6 个月

Fundação Instituto de Administração
您将获得的技能: Big Data, Data Mining, Data-Driven Decision-Making, FinTech, Ggplot2, Data Visualization Software, Plot (Graphics), Deep Learning, Data Modeling, R Programming, Market Data, Predictive Analytics, Analytics, Data Science, Data Analysis, Business Analytics, Data Processing, Data Manipulation, Machine Learning, Financial Market
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Social Impact, Statistical Modeling
中级 · 专项课程 · 3-6 个月

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

您将获得的技能: 生成式人工智能, 应用程序部署, 实时数据, LLM 申请, 人工智能, Prompt Engineering, ChatGPT, 无服务器计算, 云应用, 模型部署, OpenAI 应用程序接口, 网络开发工具, AI 安全, 网络应用
中级 · 课程 · 1-3 个月

Universidad de los Andes
您将获得的技能: Data Ethics, Data Integration, Exploratory Data Analysis, Statistical Hypothesis Testing, Predictive Modeling, Correlation Analysis, Data Visualization Software, Data Quality, Data Science, Jupyter, Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Business Analytics, Data Manipulation, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation
初级 · 专项课程 · 1-3 个月

LearnQuest
您将获得的技能: Reinforcement Learning, Responsible AI, Agentic systems, Artificial Intelligence, Machine Learning Methods, Distributed Computing, Simulations, Transfer Learning
初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 回归分析, 卷积神经网络, 分类与回归树 (CART), 模型评估, 逻辑回归, 数据科学, 自然语言处理, Algorithm, 人工智能和机器学习(AI/ML), 计算机视觉, 机器学习, 预测分析, 深度学习, 随机森林算法, 决策树学习, 监督学习, 无监督学习
中级 · 课程 · 1-3 个月