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。


SkillUp
您将获得的技能: Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Decision Support Systems, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: 无代码开发, 数据科学, 无监督学习, 统计分析, 软件安装, 数据处理, 数据驱动的决策制定, 预测建模, 大数据, 预测分析, 数据分析, 分析, 数据挖掘, 数据操作
初级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Data Cleansing, Artificial Neural Networks, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, Systems Architecture, Analysis, Deep Learning, Python Programming
初级 · 专项课程 · 3-6 个月

您将获得的技能: Web Content Accessibility Guidelines, Adobe Express, Multimedia, User Experience Design, Design Elements And Principles, Design, Visual Design, Diversity and Inclusion, Graphic Design, Creative Design, User Centered Design, Color Theory
初级 · 课程 · 1-4 周

您将获得的技能: Customer experience improvement, Workflow Management, AI Personalization, Customer Service, Customer Support, Customer Engagement, Generative AI, Customer Communications Management, Emotional Intelligence, Customer Success Management, OpenAI, Salesforce, Customer Data Management, Customer Relationship Management, Artificial Intelligence, Customer Analysis, No-Code Development, De-escalation Techniques, Surveys, Communication
中级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 实验, 数学建模, 验证和确认, 研究, 测量系统, 物理学, 时间表, 科学方法
初级 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: 精益生产, 加工能力, 过程分析, 项目规划, 六西格玛方法, 根源分析, 制定基准, 流程改进, 精益方法, 持续改进流程, 精益六西格玛, 质量改进
中级 · 课程 · 1-3 个月

您将获得的技能: Excel Formulas, Microsoft Excel, Spreadsheet Software, Pivot Tables And Charts, Statistical Analysis, Data Manipulation, Descriptive Statistics, Data Analysis, Data Cleansing, Data Presentation
中级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Loans, Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics
获得学位
学位 · 1-4 年

您将获得的技能: Vector Databases, AI Personalization, Embeddings, Hugging Face, MongoDB, NoSQL, PostgreSQL, Relational Databases, Generative AI, SQL, Databases, LLM Application, Applied Machine Learning, Database Design, Database Management, Apache Cassandra, Text Mining, Artificial Intelligence, Machine Learning, Data Science
中级 · 专项课程 · 1-3 个月

您将获得的技能: Pandas (Python Package), Data Visualization, Data Manipulation, Data Cleansing, Matplotlib, Text Mining, Exploratory Data Analysis, Data Analysis, Data Preprocessing, Python Programming
初级 · 指导项目 · 不超过 2 小时