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：新状态：免费试用Pearson
您将获得的技能: Generative AI, Large Language Modeling, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Image Analysis, Model Evaluation, Autoencoders, Hugging Face, Computer Vision, Convolutional Neural Networks, Artificial Neural Networks, LLM Application, Natural Language Processing, Deep Learning, Embeddings, Tensorflow, Transfer Learning, Performance Tuning
Duke University
您将获得的技能: Program Development, Debugging, Python Programming, Computer Programming, Computational Logic, Game Design, Interactive Design, Design and Product, Algorithms, Computer Science
状态：免费试用The Open University
您将获得的技能: 创新, 系统思考, 批判性思维, 业务架构, 可持续商业, 构思, 认知灵活性, 创造性思维, 决策, 解决问题
状态：新状态：免费试用您将获得的技能: Responsive Web Design, Cascading Style Sheets (CSS), HTML and CSS, Web Design, Web Design and Development, User Interface and User Experience (UI/UX) Design, Animations, Typography, Color Theory
您将获得的技能: Linux, Ubuntu, Shell Script, Linux Commands, Unix Shell, Unix Commands, Command-Line Interface, OS Process Management, File Management, Virtualization, Virtual Machines, Software Installation
状态：新状态：预览Northeastern University
您将获得的技能: Data Governance, Extract, Transform, Load, Data Warehousing, Data Integration, DevOps, Data Pipelines, CI/CD, Data Architecture, Infrastructure as Code (IaC), Data Quality, Amazon Redshift, Cloud Computing, Database Architecture and Administration, Cloud Computing Architecture, Analytics, Data Transformation, Amazon S3, Scalability
状态：预览Fractal Analytics
您将获得的技能: Model Evaluation, Data Preprocessing, Generative AI, Transfer Learning, PyTorch (Machine Learning Library), Machine Learning, Convolutional Neural Networks, Image Quality
状态：新状态：预览Northeastern University
您将获得的技能: PyTorch (Machine Learning Library), Unsupervised Learning, Reinforcement Learning, Supervised Learning, Dimensionality Reduction, Statistical Machine Learning, Machine Learning, Machine Learning Software, Convolutional Neural Networks, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Decision Tree Learning, Classification Algorithms, Random Forest Algorithm, Autoencoders, Predictive Modeling, Feature Engineering
您将获得的技能: Model Evaluation, Big Data, Predictive Modeling, Google Cloud Platform, Applied Machine Learning, Predictive Analytics, Machine Learning Software, Forecasting, Data Management, Machine Learning
状态：免费试用The Open University
您将获得的技能: 创新, 利益相关者的参与, 环境、社会和公司治理（ESG）, 系统思考, 价值主张, 业务建模, 验证和确认, 利益相关者分析, 可持续商业, 企业可持续发展, 设计思维, 演讲
您将获得的技能: Gemini, Generative AI, LLM Application, Prompt Engineering, Google Cloud Platform, AI Enablement, AI Personalization
状态：免费Amazon Web Services
您将获得的技能: Amazon Web Services, Amazon S3, Natural Language Processing, Unstructured Data, Solution Architecture, Software Architecture
总之，以下是 10 最受欢迎的 text mining 课程
- Programming Generative AI: Pearson
- Practical Python: Start Your Programming Journey : Duke University
- 可持续业务解决方案的批判性思维: The Open University
- Styling with CSS – Layouts and Visual Design: Packt
- A Beginners Guide to Linux: Packt
- Data Warehousing and Integration Part 2: Northeastern University
- How to Build a Diffusion Model - An Introduction: Fractal Analytics
- Statistical Learning for Engineering Part 2: Northeastern University
- Predict Taxi Fare with a BigQuery ML Forecasting Model: Google Cloud
- 从原型设计到验证商业模式: The Open University
