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 Illinois Urbana-Champaign
您将获得的技能: AI Personalization, Nutrition and Diet, Nutritional Assessment, Personalized Service, Clinical Nutrition, Medical Nutrition Therapy, Nutrition Education, Data Ethics, Data Collection, Patient Education And Counseling, Data Analysis, Clinical Research, Health Technology, Consumer Behaviour, Continuous Monitoring
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Responsible AI, Statistical Modeling, Microsoft Azure, MLOps (Machine Learning Operations), Statistical Methods, Prompt Engineering, Data Science, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Model Evaluation, Data Management, AI Workflows, Azure Synapse Analytics, Cloud Computing, Data Pipelines, Continuous Monitoring, Machine Learning
中级 · 专项课程 · 1-3 个月

The Hong Kong University of Science and Technology
您将获得的技能: Search Engine Optimization, Web Analytics, Semantic Web, Performance Metric, Digital Marketing, Algorithms, Personalized Service, Text Mining, User Feedback, Natural Language Processing, User Research, Data Structures
中级 · 课程 · 3-6 个月

Corporate Finance Institute
您将获得的技能: Data Preprocessing, Feature Engineering, Data Import/Export, Exploratory Data Analysis, Data Cleansing, Statistical Visualization, Data Manipulation, Data Visualization, Data Transformation, Pandas (Python Package), Box Plots, Python Programming, Data Science, Scikit Learn (Machine Learning Library)
高级设置 · 课程 · 1-3 个月

Alibaba Cloud Academy
您将获得的技能: Apache Spark, 数据处理, 云技术, 分布式计算, 大数据, 数据可视化软件, 数据整合, 数据仓库, Apache Hive, Apache Hadoop, 云安全, 人工智能和机器学习(AI/ML), SQL
中级 · 课程 · 1-3 个月

您将获得的技能: Pivot Tables And Charts, Microsoft Excel, Spreadsheet Software, Excel Macros, Data Analysis, Data Visualization Software, Data Security, Data Integrity, Automation
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Prompt Engineering, LLM 申请, 非结构化数据, 数据处理, 数据库管理, 拥抱的脸, 网络服务, 工具调用, 还原式 API, SQL, AI 赋能, AI 工作流程
中级 · 项目 · 不超过 2 小时

您将获得的技能: Predictive Modeling, Matplotlib, Applied Machine Learning, Seaborn, Data Visualization, Regression Analysis, Pandas (Python Package), Statistical Machine Learning, Statistical Analysis, Machine Learning, Supervised Learning, Data Science, Scikit Learn (Machine Learning Library), Probability & Statistics, Python Programming, Unsupervised Learning, Data Analysis, Decision Tree Learning, NumPy, Data Manipulation
中级 · 课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Data Validation, Customer Data Management, Excel Formulas, Microsoft 365, Customer Relationship Management, Data Entry, Spreadsheet Software, Customer Service, Data Security, Data Management, Invoicing, User Accounts, Editing
初级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 流程图, 业务过程, 数据建模, 图表设计, 数据流图 (DFD), 商业分析, Microsoft Visio, 业务流程建模
初级 · 课程 · 1-4 周

您将获得的技能: File I/O, Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Programming Principles, Data Dictionary, Computer Programming, File Systems, Data Structures, Debugging, Computational Logic, Command-Line Interface, Data Cleansing, Software Design Patterns, Functional Design, Scripting, Operating Systems, Pseudocode, Development Environment, Computational Thinking
初级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: 数据科学, 数学建模, 概率分布, 回归分析, 统计推理, 应用数学, 线性代数, 统计建模, 统计分析, R 语言程序设计(中文版), 概率与统计
高级设置 · 课程 · 1-4 周