文本挖掘课程
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。
热门文本挖掘课程和认证
状态：免费试用您将获得的技能: Exploratory Data Analysis
状态：免费试用University of Michigan
您将获得的技能: Unsupervised Learning, Embeddings, Supervised Learning, Data Preprocessing, Python Programming, Exploratory Data Analysis
状态：新状态：预览University of California, Davis
您将获得的技能: Social Media Content, Social Media Strategy, Social Media Marketing, Campaign Management, Content Performance Analysis, Content Creation, AI Personalization, Digital Media Strategy, Prompt Engineering, Marketing Strategies, Content Strategy, Generative AI, Persona Development, Artificial Intelligence, Continuous Improvement Process, Responsible AI, Data Analysis
状态：免费试用Coursera
您将获得的技能: Prompt Engineering, 生成式人工智能, 内容创作, 文案写作, 在线广告, 目标受众, 社交媒体内容, 广告, 博客, 营销心理学
状态：免费试用Duke University
您将获得的技能: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export
状态：免费University of Michigan
您将获得的技能: 法律, 负责任的人工智能, 自然语言处理, AI 产品战略, 经济学, 医疗保健行业知识, 大型语言模型, 生成式人工智能, ChatGPT, 数据伦理, AI 赋能, 人工智能, 社会科学
状态：预览您将获得的技能: Amazon Bedrock, Prompt Engineering, Responsible AI, AI Security, Generative AI, MLOps (Machine Learning Operations), AWS SageMaker, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Model Deployment, Model Evaluation, Natural Language Processing
您将获得的技能: Microsoft Office, Document Management
状态：新状态：预览Duke University
您将获得的技能: Blockchain, Digital Assets, Portfolio Risk, Portfolio Management, Cryptography, Investments, Market Dynamics, Financial Market, Equities, Securities (Finance), Transaction Processing, Financial Regulation, Cyber Risk, Production Process
状态：免费试用您将获得的技能: Prompt Engineering, LLM Application, OpenAI API, OpenAI, Large Language Modeling, Agentic systems, Hugging Face, Embeddings, Application Development, Program Development, AI Workflows, Data Processing, Application Frameworks
状态：免费试用您将获得的技能: Natural Language Processing, Recurrent Neural Networks (RNNs), Embeddings, Transfer Learning, Data Pipelines, Data Preprocessing, Artificial Neural Networks, Unstructured Data, Machine Learning Methods, Machine Learning
您将获得的技能: Microsoft Office, Educational Materials, Web Content Accessibility Guidelines, Technical Documentation, Information Architecture, Organizational Skills
总之，以下是 10 最受欢迎的 text mining 课程
- Practice Test for CompTIA Data+ Certification: SkillUp
- Applied Unsupervised Learning in Python: University of Michigan
- AI-Powered Content Creation for Social Media Success: University of California, Davis
- AI 增强内容创作：用 Humata 提升文案写作水平: Coursera
- Data Science with NumPy, Sets, and Dictionaries: Duke University
- 生成式人工智能教学: University of Michigan
- Exam Prep AIF-C01: AWS Certified AI Practitioner: Whizlabs
- Create a Cover Letter with an Envelope using Microsoft Word: Coursera
- Gold and Bitcoin : Duke University
- LangChain MasterClass: Build 15 LLM Apps with Python: Packt
