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。

The Hong Kong University of Science and Technology
您将获得的技能: Prompt Engineering, Prompt Patterns, Critical Thinking, Critical Thinking and Problem Solving, Generative AI, Social Impact, Research, Responsible AI, Analytical Skills, Creative Thinking, Writing, Report Writing, Data Ethics, Business Writing, Creative Problem-Solving, Creativity, Personal Development, Self-Awareness, English Language, Computer Literacy
中级 · 课程 · 1-3 个月
您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Data Preprocessing, Exploratory Data Analysis, Logistic Regression, Statistical Machine Learning, Model Evaluation, Supervised Learning, Decision Tree Learning, Probability & Statistics, Statistics, Machine Learning Software, Classification And Regression Tree (CART), Workflow Management, Predictive Modeling, Random Forest Algorithm, Feature Engineering, SAS (Software), Machine Learning, Applied Machine Learning
高级设置 · 专业证书 · 3-6 个月

The State University of New York
您将获得的技能: 分子生物学, 分类算法, R 语言程序设计(中文版), 分析, 生物信息学, 大数据, 统计分析, 数据预处理, 功能工程, 数据挖掘, 生物医学技术, 健康信息学, 预测建模
高级设置 · 课程 · 1-3 个月

您将获得的技能: Microsoft Excel, Dashboard, Data Visualization, Spreadsheet Software, Data Presentation, Excel Formulas, Stakeholder Communications, Project Coordination, Project Management, Technical Communication, Operational Efficiency, Project Planning, Prioritization, Data-Driven Decision-Making, Scheduling, Performance Analysis, Automation
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 操作系统, 命令行界面, Linux 管理, 服务管理, Linux, 服务器, 网络服务器, 文件管理, Open Source 技术, MySQL, IT 自动化, Linux 命令, 乌班图
初级 · 课程 · 1-4 周

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

您将获得的技能: Retrieval-Augmented Generation, Large Language Modeling, LLM Application, Development Environment, Multimodal Prompts, Embeddings, Vector Databases, User Interface (UI), Generative AI, AI Workflows, AI Personalization, Prompt Engineering, Agentic systems, Data Visualization, Image Analysis, Application Development, Augmented Reality, Text Mining, Graph Theory, Query Languages
中级 · 专项课程 · 3-6 个月

Packt
您将获得的技能: Environmental Management Systems, Environmental Policy, Corrective and Preventive Action (CAPA), Document Control, Environmental Regulations, Compliance Management, Sustainability Standards, Emergency Response, Risk Control, Compliance Auditing, Internal Auditing, Continuous Improvement Process, Performance Analysis, Employee Training, Resource Allocation
中级 · 课程 · 3-6 个月

您将获得的技能: Campaign Management, Google Ads, LinkedIn, Facebook, Bidding, Target Audience, Keyword Research, Performance marketing, Advertising Campaigns, Social Media Campaigns, Pay Per Click Advertising, Pinterest, Search Engine Marketing, Social Media, Paid media, Online Advertising, Lead Generation, TikTok, Advertising, Digital Advertising
初级 · 专项课程 · 3-6 个月

您将获得的技能: Lean Methodologies, Data-Driven Decision-Making, Kaizen Methodology, Process Improvement, Workflow Management, Operational Efficiency, Scaled Agile Framework, Process Mapping, Business Process, Agile Methodology, Sprint Retrospectives, Business Transformation, Business Process Modeling, Value Engineering, Agile Product Development, Continuous Improvement Process, Agile Project Management
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 多模式 Prompt, 数据采集, 检索-增强生成, 嵌入, Query 语言, 数据存储, 云计算, 云 API, 元数据管理, 双子座, 图像分析, 文件管理, 人工智能, 数据操作, 文本挖掘, Google 双子座
中级 · 项目 · 不超过 2 小时

您将获得的技能: Agile Methodology, User Story, Agile Software Development, Business Analysis, Sprint Retrospectives, Agile Project Management, Agile Product Development, Team Building, Process Design, Scrum (Software Development), Risk Management, Business Requirements, User Acceptance Testing (UAT), Business Valuation, Requirements Analysis, Project Management, Prioritization
中级 · 课程 · 1-3 个月