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。

Unilever
您将获得的技能: SQL, Python 程序设计, 数据分析, 供应链规划, 库存管理系统, 技术交流, 商业分析, 数据展示, 交通运输, 预测分析, 高级分析, 供应链系统, 供应链管理, 数据驱动的决策制定, Agile 方法论, 描述性分析, 预测, 分析
初级 · 课程 · 1-4 周

您将获得的技能: Scikit Learn (Machine Learning Library), Tensorflow, Classification Algorithms, Supervised Learning, Applied Machine Learning, Python Programming, Feature Engineering, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Data Manipulation, Data Visualization
中级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Responsible AI, Generative AI, Governance, Data Governance, Data Management, Compliance Management, Consumer Behaviour, AI Enablement, Social Impact, Business Risk Management, Business Operations, AI Product Strategy, Artificial Intelligence, Risk Analysis, Automation, Stakeholder Management, Operations, Human Resources, Leadership and Management, Risk Management
初级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: ChatGPT, OpenAI 应用程序接口, 大型语言模型, Prompt Engineering, LLM 申请
初级 · 项目 · 不超过 2 小时

Case Western Reserve University
您将获得的技能: Exploratory Data Analysis, Spatial Data Analysis, Spatial Analysis, Geospatial Mapping, Geospatial Information and Technology, Descriptive Statistics, Statistical Modeling, R Programming, Geographic Information Systems, Statistical Analysis, Probability & Statistics, Data-Driven Decision-Making, Oil and Gas, Data Analysis, Simulations, Statistical Methods, Rmarkdown, Data Cleansing, Box Plots, Plot (Graphics)
中级 · 专项课程 · 3-6 个月

Sungkyunkwan University
您将获得的技能: Scalability, Deep Learning, AI Personalization, Data Mining, Data Processing, Machine Learning, Machine Learning Algorithms, Algorithms, Model Evaluation
中级 · 课程 · 1-4 周

Edureka
您将获得的技能: Data Transformation, Machine Learning Methods
高级设置 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, SAS (Software), Statistical Hypothesis Testing, Statistical Software, Statistical Analysis, Predictive Modeling, Statistical Programming, Statistical Modeling, Statistical Methods, Regression Analysis, Probability & Statistics, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: 社会影响, 社会经济学, 商业道德, 法律风险, 负责任的人工智能, 信息隐私, 劳动力发展, 生成式人工智能, 问责制, 数据伦理
初级 · 课程 · 1-4 周

Maven Analytics
您将获得的技能: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence
初级 · 课程 · 1-3 个月

Unilever
您将获得的技能: 供应链规划, 库存管理系统, 数据湖, 数据分析, 面试技巧, AI 赋能, 解决问题, 供应链系统, 供应链管理, 商业技术, 数据管理, 数据分析软件, 预测, 数据驱动的决策制定, 实时数据
初级 · 课程 · 1-4 周

您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Workflows, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Query Languages
中级 · 专项课程 · 3-6 个月