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。

O.P. Jindal Global University
您将获得的技能: Predictive Analytics, Business Analytics, Data Mining, Forecasting, Demand Planning, Statistical Methods, Data-Driven Decision-Making, Customer Analysis, Data Preprocessing, Regression Analysis, Data Analysis, Dimensionality Reduction, Business Communication, Unsupervised Learning, Market Analysis, Logistic Regression, Classification Algorithms, Artificial Neural Networks
攻读学位
混合 · 课程 · 3-6 个月

Whizlabs
您将获得的技能: AI Personalization, Fraud detection, Image Analysis, Artificial Intelligence and Machine Learning (AI/ML), Amazon Web Services, Computer Vision, Natural Language Processing, AI Workflows, Applied Machine Learning, Text Mining, Unstructured Data, Document Management, Real Time Data
中级 · 课程 · 1-4 周

Fred Hutchinson Cancer Center
您将获得的技能: Collaborative Software, GitHub, Laboratory Reports, Technical Writing, Version Control, Document Management, Technical Documentation, Typography
初级 · 课程 · 1-4 周

您将获得的技能: Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, NoSQL, Scalability, JSON, Performance Tuning, Text Mining, System Configuration, Geospatial Information and Technology
混合 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: Google 云端平台, 数据库管理员, MySQL, 元数据管理, PostgreSQL, 云 API, 数据挖掘, Microsoft SQL 服务器
初级 · 项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Recurrent Neural Networks (RNNs), Machine Learning Methods, Artificial Neural Networks, Large Language Modeling, Text Mining
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Microsoft Copilot, Responsible AI, Microsoft 365, Microsoft Office, Information Management, Generative AI, Productivity Software, Microsoft Word, Content Creation
初级 · 课程 · 1-3 个月

Packt
您将获得的技能: Unix Commands, Command-Line Interface, Graphical Tools, File Management, Software Development Tools, System Configuration, Computer Programming Tools, Development Environment, Configuration Management
中级 · 课程 · 1-3 个月

Packt
您将获得的技能: Data Mining, Logistic Regression, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Embeddings, Natural Language Processing, Keras (Neural Network Library), Generative AI, Convolutional Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Model Evaluation, Image Analysis, Artificial Neural Networks, Text Mining, Computer Vision, Data Preprocessing, Tensorflow, Deep Learning, Model Deployment, Applied Machine Learning, Google Cloud Platform, Jupyter, Matplotlib
初级 · 专项课程 · 1-3 个月

KodeKloud
您将获得的技能: Linux Administration, Devops Tools, Operating System Administration, General Networking, Linux, Linux Commands, Web Applications, Application Development, TCP/IP, Computer Networking, DevOps, Package and Software Management, Development Environment, Java, Software Installation, Node.JS
初级 · 课程 · 1-4 周

您将获得的技能: Architectural Drawing, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Architectural Design, Construction, Data Import/Export, File Management, Design
初级 · 课程 · 3-6 个月