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 Arizona
您将获得的技能: Web Analytics, Search Engine Marketing, Pay Per Click Advertising, User Experience Design, Google Ads, Search Engine Optimization, Web Analytics and SEO, Digital Marketing, Campaign Management, Content Marketing, Keyword Research, Data-Driven Decision-Making, Social Media Strategy, Marketing Channel, Marketing Effectiveness, Marketing Analytics, Marketing Strategy and Techniques, Marketing Planning, Customer Engagement, Target Audience
中级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Transfer Learning, Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, PyTorch (Machine Learning Library), Image Analysis, Natural Language Processing, Computer Vision, Model Evaluation, Data Preprocessing
中级 · 课程 · 1-3 个月

您将获得的技能: Data Storytelling, Business Reporting, Business Analytics, Time Series Analysis and Forecasting, Data Manipulation
初级 · 课程 · 1-4 周

Meta
您将获得的技能: 网络开发, HTML 和 CSS, JavaScript 框架, 前端网络开发, 超文本标记语言(HTML), Bootstrap(前端框架), 用户界面(UI), 网页设计, 层叠样式表(CSS), 网络应用, 全栈式网络开发, 后端网站开发, 响应式网页设计, React.js
初级 · 课程 · 1-4 周

SkillsBooster Academy
您将获得的技能: Prompt Engineering, Business Writing, Email Automation, Strategic Thinking, Artificial Intelligence, AI Security, AI Workflows, Copywriting, Business Risk Management, AI Personalization, Data-Driven Decision-Making, Marketing Communications, Marketing Automation, Content Strategy, Engineering Documentation, Ethical Standards And Conduct, Research Reports, Business Communication, Information Privacy, Security Awareness
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Generative AI, AI Workflows, Generative Model Architectures, Development Environment, Image Analysis, Model Evaluation, Performance Tuning, Data Preprocessing
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: 交互式数据可视化, 软件文档, Ggplot2, 调试, 面向对象编程(OOP), 数据地图, 数据可视化, 开放源码技术, 传单(软件), 网络抓取, 数据清理, R 程序设计, 技术文档, 数据预处理, 可视化(计算机制图), 软件包和软件管理, 单元测试, 数据操作, 数据可视化软件, Tidyverse(R 软件包)
初级 · 专项课程 · 3-6 个月

您将获得的技能: Microsoft 365, Document Management, Collaborative Software, Microsoft Office, Microsoft Teams, File Management, Data Entry, Content Management, Cloud Storage, Real Time Data
初级 · 课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Generative AI, Responsible AI, Generative Model Architectures, Data Ethics, Large Language Modeling, Artificial Intelligence, Machine Learning, Artificial Neural Networks, Computer Science, Deep Learning, Machine Learning Algorithms
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Generative AI, Prompt Patterns, Artificial Intelligence, Image Analysis, Natural Language Processing, Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Jira (Software), Responsible AI, Prompt Engineering, Prompt Patterns, Data Ethics, AI Workflows, Model Evaluation, AI Enablement, Generative AI, Workflow Management, Performance Tuning, Automation, Process Optimization, Performance Metric, Debugging, No-Code Development, Technical Documentation, Performance Analysis, Technical Writing, Risk Control
初级 · 课程 · 1-4 周

Nanjing University
您将获得的技能: Data Mining, Data Analysis, Statistical Analysis, Financial Data, Data Processing, User Interface (UI), Object Oriented Programming (OOP), Data Capture, Pandas (Python Package), NumPy, Python Programming, Data Manipulation
混合 · 课程 · 1-3 个月