文本挖掘课程可以帮助您学习从非结构化数据中提取信息、自然语言处理和情感分析的技术。您可以掌握数据预处理、文本分类和文本数据 Visualization 方面的技能。许多课程都会介绍 NLTK 和 spaCy 等 Python 库以及数据分析和机器学习软件等工具,这些工具支持实施文本挖掘项目,并增强您对如何利用 AI 分析大型文本数据集的理解。

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

Universidad Austral
您将获得的技能: Natural Language Processing, MLOps (Machine Learning Operations), Application Lifecycle Management, Systems Architecture, Application Development, Algorithms, Software Architecture, Model Evaluation, Software Development Life Cycle, Text Mining, Model Deployment, Machine Learning
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: 统计, 时间序列分析和预测, 预测, 数据预处理, 模拟, 预测分析, Excel 公式, 商业分析, 回归分析, 分析, 数学建模, 微软Excel, 业务建模, 运筹学, 模型评估, 劳动力管理, 概率, 概率分布, 供应链, 预测建模
初级 · 专项课程 · 3-6 个月

University of Virginia Darden School Foundation
您将获得的技能: Large Language Modeling, Customer Insights, ChatGPT, Branding, Design Thinking, Keyword Research, Search Engine Marketing, Pay Per Click Advertising, Brand Awareness, Brand Strategy, Digital Marketing, Marketing Design, Generative AI, Customer experience strategy (CX), Marketing Management, Marketing Strategy and Techniques, Personalized Service, Prompt Engineering, AI Personalization, Machine Learning
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: Data Visualization Software, Interactive Data Visualization, Geospatial Information and Technology, Color Theory, Tree Maps, Data Storytelling, Heat Maps, Data Mapping, Text Mining, Unstructured Data, Network Analysis
中级 · 课程 · 1-3 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

University of Illinois Urbana-Champaign
您将获得的技能: Education Software and Technology, Wealth Management, Supervised Learning, Machine Learning, Financial Services, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Learning Management Systems, Digital pedagogy, Artificial Intelligence, AI Enablement, FinTech, Data Mining, AI Personalization, Financial Planning, Regulatory Compliance, Learning Theory, Relationship Building, Risk Modeling, Legal Risk
中级 · 专项课程 · 1-3 个月

Universidad Nacional de Colombia
您将获得的技能: Electric Power Systems, Time Series Analysis and Forecasting, Data Mining, Data Science, Statistical Methods, Python Programming, Data Manipulation, Data Preprocessing, Data Visualization Software, Classification And Regression Tree (CART), Regression Analysis, Artificial Neural Networks
中级 · 课程 · 1-3 个月

Universidad Austral
您将获得的技能: Google Ads, Content Performance Analysis, Campaign Management, Pay Per Click Advertising, Keyword Research, Performance Metric, Contextual Advertising, Performance Analysis, Online Advertising, Performance marketing, Digital Advertising, Budget Management, Search Engine Marketing, Advertising Campaigns, Paid media, Advertising, Media Planning, Bidding, Target Audience
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, Generative AI Agents, Retrieval-Augmented Generation, Generative AI, LangChain, AI Workflows, AI Orchestration, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Applied Machine Learning, Transfer Learning, LLM Application, Embeddings, Amazon Web Services, Context Management, Model Deployment, Amazon S3, Model Evaluation
中级 · 专业证书 · 1-3 个月
Google Cloud
您将获得的技能: 电子表格软件, 数据清理, Data Validation, 数据整合, 谷歌工作表, Google 工作空间, 生产力软件, 数据叙事, Data Analysis 表达式(DAX), Excel 公式, 数据可视化
中级 · 课程 · 1-3 个月
University of Illinois Urbana-Champaign
您将获得的技能: 探索性数据分析, 数据伦理, 机器学习算法, 数据预处理, 机器学习, Scikit-learn (机器学习库), 监督学习, 无监督学习, 分类算法, 回归分析, 统计机器学习, 决策树学习, 功能工程, 应用机器学习, 数据挖掘, 异常检测, 模型评估
初级 · 课程 · 1-3 个月