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。

Universidad Austral
您将获得的技能: Regression Analysis, Statistical Inference, Descriptive Statistics, Risk Analysis, Business Risk Management, Business Analytics, Statistics, Sampling (Statistics), Microsoft Excel, Data Analysis, Probability, Statistical Analysis, Data-Driven Decision-Making, Probability Distribution, Statistical Modeling, Data Science
初级 · 课程 · 1-4 周
University of Washington
您将获得的技能: 概率分布, 数学建模, 生理学, 计算机科学, Matlab, 监督学习, 强化学习, 机器学习算法, 线性代数, 递归神经网络 (RNN), 生物学, 网络模型, Machine Learning 方法, 神经学, 计算思维, 人工神经网络
初级 · 课程 · 1-3 个月

Edureka
您将获得的技能: Generative AI, Retrieval-Augmented Generation, Large Language Modeling, Generative Adversarial Networks (GANs), Tensorflow, ChatGPT, OpenAI, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Prompt Engineering, Applied Machine Learning, Machine Learning, Deep Learning, Machine Learning Algorithms, Computer Vision, Predictive Modeling, Supervised Learning, Text Mining, Image Analysis
中级 · 专项课程 · 3-6 个月
Stanford University
您将获得的技能: 机器学习, 概率与统计, 图论, 概率分布, 决策支持系统, 马尔可夫模型, 统计建模, 统计方法, 贝叶斯网络, 网络模型, 网络分析, 机器学习算法, Algorithm, 应用机器学习, 统计推理, 抽样(统计), 自然语言处理, 计算思维, Machine Learning 方法
高级设置 · 专项课程 · 3-6 个月

Eindhoven University of Technology
您将获得的技能: 数据共享, 概率与统计, R 语言程序设计(中文版), 研究, 科学方法, 样本量的确定, 定量研究, 统计假设检验, 统计推理, 统计分析, 贝叶斯统计
中级 · 课程 · 1-3 个月

University of Alberta
您将获得的技能: 机器学习, 概率分布, 人工智能, 强化学习, 马尔可夫模型, 机器学习算法, Algorithm
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Predictive Modeling, Model Evaluation, Statistical Hypothesis Testing, Statistical Analysis, Correlation Analysis, Statistical Modeling, Regression Analysis, Statistical Methods, Probability & Statistics, Classification And Regression Tree (CART), Big Data, Plot (Graphics), Data Analysis, Model Deployment, Statistical Inference, Data Preprocessing, Statistical Machine Learning, Feature Engineering
中级 · 专业证书 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Recurrent Neural Networks (RNNs), Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), PyTorch (Machine Learning Library), Vision Transformer (ViT), Large Language Modeling, Embeddings, Network Architecture
中级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 数据预处理, 线性代数, 无监督学习, Jupyter, 功能工程, NumPy, 降维, 高等数学, Python 程序设计, 微积分, 统计
中级 · 课程 · 1-4 周

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, Application Deployment, Initiative and Leadership, 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: AI Enablement, Business Process Automation, Digital Transformation, Employee Engagement, Recruitment
中级 · 课程 · 1-4 周