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。

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
中级 · 课程 · 1-3 个月

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
混合 · 课程 · 1-4 周

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
中级 · 课程 · 3-6 个月

您将获得的技能: Adobe InDesign, Layout Design, Color Theory, Typography, Photo Editing, Graphic Design, Design, Digital Design, Design Software
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Workflow Management, Spreadsheet Software, Project Management Software, Process Design, Data Entry, Excel Formulas, Automation, Data Import/Export, Data Management, Document Management, Collaborative Software, User Accounts
初级 · 课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Scikit Learn (Machine Learning Library), Tensorflow, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Embeddings, Pandas (Python Package), Convolutional Neural Networks, Natural Language Processing, Regression Analysis
攻读学位
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 工作流程管理, 电子邮件自动化, 业务过程, Google 工作空间, 文件管理, 无代码开发, 生产力软件, 业务流程自动化, 撰写报告, 自动化
中级 · 课程 · 1-3 个月

您将获得的技能: Microsoft PowerPoint, Presentations, Data Visualization, Sales Presentation, Data Visualization Software, Interactive Data Visualization, Data Storytelling, Drive Engagement, Business Process
初级 · 指导项目 · 不超过 2 小时

Scrimba
您将获得的技能: Prompt Engineering, 数据预处理, 可维护性, LLM 申请, LangChain, 可扩展性, 性能调整, 用户界面(UI), AI 工作流程, 数据库, 矢量数据库, 嵌入
中级 · 课程 · 1-4 周

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
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Hypertext Markup Language (HTML), Web Content Accessibility Guidelines, Semantic Web, Web Content, Information Architecture, Web Design and Development, Web Development, Front-End Web Development
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Recurrent Neural Networks (RNNs), Tensorflow, Deep Learning, Predictive Modeling, Time Series Analysis and Forecasting, Natural Language Processing, Model Evaluation, Data Preprocessing
高级设置 · 课程 · 1-3 个月