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: Performance marketing, Campaign Management, Pay Per Click Advertising, Google Ads, Paid media, Online Advertising, Advertising Campaigns, Digital Advertising, Marketing Budgets, Content Performance Analysis, Media Buying, Keyword Research, Social Media Campaigns, Marketing Effectiveness, Search Engine Marketing, Marketing Analytics, Performance Analysis, Budget Management, Cost Benefit Analysis, Survey Creation
初级 · 课程 · 1-3 个月

您将获得的技能: Data Visualization, Data Structures
初级 · 课程 · 1-3 个月

University of California, Davis
您将获得的技能: 统计分析, 同行评审, 商业分析, 数据分析, 探索性数据分析, 查询语言, 目标受众, 描述性统计, 数据故事, 数据建模, 提案制定, 文本挖掘, 数据科学, 数据操作, 性能指标, 演讲
中级 · 课程 · 1-4 周

您将获得的技能: Content Performance Analysis, Content Creation, Web Content, Search Engine Optimization, Performance Analysis, Digital Publishing, Driving engagement, Content Management Systems, Web Analytics, Keyword Research, Performance Measurement, Performance Improvement, Copywriting, Process Optimization, Web Content Accessibility Guidelines, Data-Driven Decision-Making
初级 · 课程 · 1-4 周

您将获得的技能: Clinical Documentation, Quality Assurance, Clinical Informatics, Clinical Monitoring, Microsoft Azure, Anomaly Detection, Generative AI, Responsible AI, Medical Equipment and Technology, Health Informatics, Real Time Data, Unstructured Data, Health Technology, Continuous Monitoring, Speech Language Pathology, Natural Language Processing, Regulatory Compliance
中级 · 课程 · 1-4 周

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

Microsoft
您将获得的技能: 人工智能, 计算机视觉, 应用编程接口 (API), Microsoft Azure, 文本挖掘, 模型部署, 数据采集, 分类算法, 微软 Azure, 图像分析, 文件管理
初级 · 课程 · 1-4 周

您将获得的技能: ChatGPT, Google Gemini, Model Deployment, Development Environment, Gemini, Cloud Deployment, LLM Application, Artificial Intelligence, Prompt Engineering, Generative AI, Application Deployment, Machine Learning Software, Application Development, Python Programming, Software Development Tools
初级 · 课程 · 1-3 个月

Lund University
您将获得的技能: 写作, 英语, 扫盲, 编辑, 语法, 校对, 正规学习, 风格指南, 词汇
初级 · 课程 · 1-4 周

John Wiley & Sons
您将获得的技能: Workplace inclusivity, Family and Medical Leave Act of 1993, Stress Management, Diversity and Inclusion, Mental Health, Advocacy, Employee Assistance Programs, Occupational Health, Employee Relations, Empathy, Resilience, Human Resource Policies, Human Resources, Industrial and Organizational Psychology, Mental Health Therapies, Health Care Administration
初级 · 课程 · 3-6 个月

Coursera
您将获得的技能: Vector Databases, Image Analysis, Applied Machine Learning, Embeddings, Docker (Software), Data Import/Export, Retrieval-Augmented Generation, Query Languages, Model Evaluation, Database Design, Data Modeling, Verification And Validation
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: LLM Application, Model Evaluation, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, MLOps (Machine Learning Operations), Performance Tuning, Debugging, Performance Testing, Query Languages, SQL, Statistical Hypothesis Testing, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Python Programming, Pandas (Python Package)
中级 · 课程 · 1-3 个月