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。

Packt
您将获得的技能: Microsoft Excel, Spreadsheet Software, Data Visualization, Data Analysis Software, Productivity Software, Data Security, Data Validation, Data Management, Workflow Management
初级 · 课程 · 1-3 个月

University of Colorado System
您将获得的技能: 数据管理, 大数据, 数据架构, 数据仓库, 商业智能, PostgreSQL, 数据挖掘, 数据整合, 关系数据库, 分析, Oracle 数据库, SQL, 数据库管理系统, Data Governance
混合 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Generative AI, AI Workflows, OpenAI, Responsible AI, Data Ethics, Artificial Intelligence, Creative Design, Image Quality, Design, Digital Design, Graphic Design, Machine Learning
初级 · 课程 · 1-3 个月

LearnKartS
您将获得的技能: Keyword Research, Advertising Campaigns, Pay Per Click Advertising, Performance marketing, Search Engine Marketing, Marketing, Advertising, Digital Advertising, Campaign Management, Bidding, Target Audience, Web Analytics, Target Market, Content Performance Analysis, Account Management
初级 · 课程 · 1-4 周

您将获得的技能: Text Mining, Data Processing, Microsoft Azure, Cloud Storage, Database Development, Data Storage Technologies, Unstructured Data, Application Development, Web Applications
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
混合 · 课程 · 1-3 个月

您将获得的技能: Video Production, Instructional Design, Digital pedagogy, Virtual Environment, User Interface and User Experience (UI/UX) Design, Teaching, Education Software and Technology, User Centered Design, Student Engagement, Learning Styles, Technical Writing, Web Content Accessibility Guidelines, UI/UX Research, Online Advertising, Survey Creation
初级 · 课程 · 1-3 个月
INSEAD
您将获得的技能: 设计师, 分布式计算, 金融科技, 区块链, 利益相关者分析, 新兴技术, 数字资产, 公钥加密标准(PKCS), 数据完整性, 金融服务, 密码学
初级 · 课程 · 1-3 个月

您将获得的技能: Information Privacy, General Data Protection Regulation (GDPR), Security Requirements Analysis, Personally Identifiable Information, Incident Response, Compliance Management, Data Security, Regulation and Legal Compliance, Encryption, Data Management, Personal Attributes
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, AI Orchestration, AI Workflows, LangChain, Retrieval-Augmented Generation, Agentic Workflows, Tool Calling, LangGraph, LLM Application, Agentic systems, Multimodal Prompts, Model Context Protocol, Generative AI, Generative AI Agents, Vector Databases, OpenAI API, Model Deployment, Embeddings, Responsible AI, Software Development
高级设置 · 专业证书 · 3-6 个月

University of Minnesota
您将获得的技能: Algorithm, AI 个性化服务, 协作软件, 数据操作, 机器学习算法, 应用机器学习, 数据挖掘, 预测建模
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Video Editing, Canva (Software), Video Production, Marketing Materials, Content Creation, Digital Content, Animations, Multimedia, Storytelling, Typography, Branding, Data Import/Export, Drive Engagement
初级 · 课程 · 1-4 周