文本分类课程可以帮助您学习文本数据分类、构建机器学习 Model 和评估性能指标的技术。您可以培养自然语言处理、Feature Extraction 和数据预处理方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具,这些工具支持实现算法和完善模型。

Imperial College London
您将获得的技能: Python 程序设计, 无监督学习, 数据预处理, 微积分, 降维, 统计, 线性代数, Jupyter, 功能工程, NumPy, 高等数学
中级 · 课程 · 1-4 周

Alex Genadinik
您将获得的技能: Advertising, Advertising Campaigns, Sales Presentation, Digital Advertising, Video Production, Copywriting, Marketing Strategies, Target Audience, Drive Engagement
混合 · 课程 · 1-4 周

您将获得的技能: Generative AI, Prompt Engineering, Responsible AI, AI Security, Data Ethics, Microsoft Azure, AI Enablement, Artificial Intelligence, LLM Application, Artificial Intelligence and Machine Learning (AI/ML), Application Design, Application Development, Model Evaluation, Deep Learning
中级 · 课程 · 1-4 周

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
您将获得的技能: Diagram Design, Technical Documentation, Technical Drawing, Software Design Documents, Unified Modeling Language, Technical Communication, Data Flow Diagrams (DFDs), Document Management, Style Guides, Image Quality, File Management, Software Versioning, Graphic and Visual Design, Web Content Accessibility Guidelines, Version Control, Typography
中级 · 课程 · 1-4 周

您将获得的技能: Google Analytics, Data Storytelling, Content Performance Analysis, Web Analytics and SEO, Data Validation, Stakeholder Engagement, Statistical Modeling, Search Engine Optimization, Marketing Analytics, Web Analytics, Marketing Automation, Data Visualization, Customer Insights, Data-Driven Decision-Making, Campaign Management, Key Performance Indicators (KPIs), Predictive Analytics, Performance Measurement, Return On Investment, Artificial Intelligence
中级 · 专项课程 · 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

University of Colorado Boulder
您将获得的技能: 叙事, 布局设计, 图像质量, 网页设计与开发, 设计元素和原则, 数字设计, 文件管理, 用户体验设计, 信息架构, Adobe Photoshop, 平面和视觉设计, Adobe InDesign, 设计研究, 排版, 设计师, 图形和视觉设计软件, 徽标设计, 平面设计, 色彩理论
初级 · 专项课程 · 3-6 个月

MathWorks
您将获得的技能: 非结构化数据, 数据预处理, Matlab, 文本挖掘, 数据操作, 自然语言处理, 绘图(图形), 数据清理, 降维, 数据处理, 数据整合, 预测建模, 功能工程, 探索性数据分析, 图像分析, 数据可视化
中级 · 课程 · 1-3 个月
Starweaver
您将获得的技能: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Incident Response, Security Controls, Computer Security Incident Management, Incident Management, Health Information Management, Data Security, Cyber Risk, Personally Identifiable Information, Regulatory Compliance, Security Management, Risk Management, Threat Management, Risk Management Framework, Data Management, Cyber Security Assessment, Cybersecurity, ISO/IEC 27001, Compliance Management
高级设置 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: 统计方法, 质量改进, 数据分析, 概率与统计, 根源分析, 测量系统, 流程改进, 概率分布, 精益六西格玛, 风险分析, 统计, 概率, 过程分析, 六西格玛方法, 流程制图
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 模型评估, Google 云端平台, 计算机视觉, 深度学习, 数据预处理, 张力流, 迁移学习, 功能工程, 卷积神经网络, 应用机器学习, 分类算法, 人工神经网络, 图像分析
高级设置 · 课程 · 1-3 个月