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。

您将获得的技能: Prompt Engineering, Plot (Graphics), Data Visualization, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Data Visualization Software, Data Analysis, Natural Language Processing
中级 · 课程 · 1-4 周

Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Generative Model Architectures, Large Language Modeling, ChatGPT, OpenAI API, Open Source Technology, Responsible AI, Embeddings, Artificial Intelligence, Data Ethics, Natural Language Processing, Information Privacy
混合 · 课程 · 1-4 周

Georgia Institute of Technology
您将获得的技能: 数据科学, 数据驱动的决策制定, 系统设计, 统计, 结构分析, 数据整合, 数据处理, 大数据, 信息学, 材料科学, 数据挖掘
中级 · 课程 · 1-3 个月
University of Michigan
您将获得的技能: 数据库, 软件安装, 开发环境, 数据建模, 数据库设计, PHP(脚本语言), 关系数据库, SQL, MySQL
中级 · 课程 · 1-4 周

您将获得的技能: Adobe Firefly, Prompt Engineering, Adobe Express, Collaborative Software, Adobe Creative Cloud, Generative AI, Adobe Photoshop, Generative AI Agents, AI Personalization, Content Creation, Data Import/Export, Responsible AI, Data Ethics, Creative Design, Storytelling, Brand Strategy, Branding
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Generative AI, AWS SageMaker, AI Enablement, Multimodal Prompts, LLM Application, Large Language Modeling, Application Development, Image Analysis, Real Time Data, Regression Analysis, Debugging
初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Artificial Intelligence, AI Enablement, Jupyter, Healthcare Ethics, Health Informatics, Healthcare Industry Knowledge, LLM Application, Machine Learning, Deep Learning, Machine Learning Software, MLOps (Machine Learning Operations), Statistical Machine Learning, AI Product Strategy, Model Evaluation, Convolutional Neural Networks, Data Preprocessing, Predictive Modeling, Data-Driven Decision-Making, Data Processing, Data Analysis
中级 · 专项课程 · 1-3 个月

University of Washington
您将获得的技能: 回归分析, R 语言程序设计(中文版), 数据收集, 数据可视化软件, 应用编程接口 (API), Python 程序设计, 统计方法, 案例研究, 社交网络分析, 相关性分析, 文本挖掘, 数据可视化, 非结构化数据, 统计分析, 数据分析
中级 · 课程 · 1-4 周

您将获得的技能: Email Marketing, Campaign Management, Copywriting, Marketing Strategy and Techniques, Email Automation, Personally Identifiable Information, Digital Marketing, Marketing Automation, Newsletters, HubSpot CRM, Marketing Analytics, Promotional Strategies, Data Ethics, A/B Testing, Smart Goals, Customer Retention, Key Performance Indicators (KPIs), Goal Setting
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Online Advertising, Digital Advertising, Marketing, Digital Marketing, Return On Investment
初级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: 数据结构, 计划发展, 编程原则, Python 程序设计, 计算机图形学, 图表设计, 调试, 计算机编程
初级 · 课程 · 1-4 周