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: Natural Language Processing, Recurrent Neural Networks (RNNs), Embeddings, Transfer Learning, Data Pipelines, Data Preprocessing, Artificial Neural Networks, Unstructured Data, Machine Learning Methods, Machine Learning
状态：新状态：免费试用University of Colorado Boulder
您将获得的技能: Artificial Intelligence, Generative AI, Machine Learning Algorithms, Mathematical Theory & Analysis
状态：免费DeepLearning.AI
您将获得的技能: Large Language Modeling, Model Evaluation, Hugging Face, Data Preprocessing, Transfer Learning, Generative AI
状态：新状态：免费试用您将获得的技能: Microsoft Power Automate/Flow, Microsoft Power Platform, Workflow Management, Process Analysis, Microsoft Copilot, Microsoft Azure, Process Mapping, AI Workflows, Business Process Automation, Process Optimization, Automation, Application Lifecycle Management, Document Management, Event-Driven Programming
您将获得的技能: Canva (Software), Storytelling, Color Theory, Data Sharing, Organizational Skills, Graphic and Visual Design, Graphic Design, Design, Creative Design, Dashboard, User Accounts, Design Elements And Principles, Marketing
状态：免费试用您将获得的技能: LangChain, LLM Application, Prompt Engineering, Large Language Modeling, OpenAI API, Hugging Face, ChatGPT, Embeddings, AI Workflows, Development Environment, Generative AI Agents, Retrieval-Augmented Generation, Vector Databases, Python Programming, Document Management, Application Development, Context Management
状态：免费试用您将获得的技能: Prototyping, User Interface (UI) Design, Usability, User Research, Interactive Design, Design Strategies, UI/UX Research, User Experience, User Centered Design, Mockups, Visual Design, Graphic and Visual Design Software, Design Elements And Principles
状态：免费DeepLearning.AI
您将获得的技能: 多模式 Prompt, 检索-增强生成, 生成式人工智能, 矢量数据库, 应用机器学习, 嵌入, 大型语言模型, 图像分析
您将获得的技能: Plotly, Data Visualization, Datamaps, Data Visualization Software, Scatter Plots, Jupyter, Python Programming, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Medical Science and Research
状态：免费您将获得的技能: Adobe InDesign, Layout Design, Color Theory, Typography, Photo Editing, Graphic Design, Design, Digital Design, Design Software
状态：免费试用Akamai Technologies, Inc.
您将获得的技能: Application Development, Scripting, MySQL, Data Structures, Python Programming, Program Development, Database Management, Databases, Web Applications, File Management, Programming Principles
状态：新状态：免费试用您将获得的技能: Video Editing, TikTok, Storytelling, Timelines, Content Creation, Multimedia, Post-Production, Animations, Color Theory, Typography
总之，以下是 10 最受欢迎的 text mining 课程
- NVIDIA: Fundamentals of NLP and Transformers : Whizlabs
- Discrete-Time Markov Chains and Monte Carlo Methods: University of Colorado Boulder
- Pretraining LLMs: DeepLearning.AI
- Power Automate: Building and Managing Automated Workflows: Whizlabs
- Create a Digital Mood Board with Canva: Coursera
- The Complete LangChain & LLMs Guide: Packt
- User Interface Design: Principles, Prototyping, Practices: Coursera
- 构建多模式搜索和 RAG: DeepLearning.AI
- Covid-19 Death Medical Analysis & Visualization using Plotly: Coursera
- Adobe Indesign for Beginners: Workshop Flyer Design: Coursera
