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。

您将获得的技能: LangChain, LLM Application, Prompt Engineering, Model Deployment, Large Language Modeling, OpenAI API, Application Programming Interface (API), Application Deployment, Retrieval-Augmented Generation, LangGraph, OpenAI, Containerization, CI/CD, Continuous Deployment, Postman API Platform, Artificial Intelligence, Continuous Integration, Amazon Web Services, Authentications, Performance Analysis
高级设置 · 课程 · 1-4 周

Microsoft
您将获得的技能: 微软 Azure, 模型评估, 无监督学习, Scikit-learn (机器学习库), 人工智能和机器学习(AI/ML), 负责任的人工智能, 监督学习, MLOps(机器学习 Operator), 预测建模, 模型部署, 应用机器学习, 数据库, Virtual Machine, 数据管道, 回归分析, 分类算法, 机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Sampling (Statistics), Logistic Regression, SAS (Software), Predictive Analytics, Automation, Data Integration, Advanced Analytics, Debugging, Statistical Programming, SQL, Statistical Methods, Report Writing, Data Manipulation, Model Evaluation, Data Analysis, Statistical Reporting, Data Access, Microsoft Excel, Analysis, Finance
初级 · 专项课程 · 3-6 个月

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

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: SAP Analytics Cloud, Data Access, Data Modeling, Real Time Data, Stored Procedure, Data Warehousing, Database Development, Data Security, Data Integration, SAP Applications, SQL, Predictive Analytics, Business Reporting, Scripting
中级 · 课程 · 1-3 个月

您将获得的技能: 命令行界面, Network Protocol(网络协议, 自动化, Unix 命令, 文件管理, Linux, 文件系统, Unix, Linux 管理, 软件安装, 脚本, Linux 命令, 乌班图, 外壳脚本, 操作系统流程管理, 操作系统, Bash(脚本语言)
初级 · 课程 · 1-4 周

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
混合 · 课程 · 1-3 个月

Coursera
您将获得的技能: Regulatory Requirements, Lending and Underwriting, Compliance Management, Mortgage Loans, Commercial Lending, Credit Risk, Risk Management, Consumer Lending, Quality Control, AI Enablement, Decision Making, Predictive Analytics, Machine Learning, Artificial Intelligence
中级 · 课程 · 1-4 周

Advancing Women in Tech
您将获得的技能: AI Workflows, Retrieval-Augmented Generation, Business Process Automation, Multimodal Prompts, Image Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Google Ads, Pay Per Click Advertising, Marketing Effectiveness, Performance Measurement, Key Performance Indicators (KPIs), Online Advertising, Campaign Management, Search Engine Marketing, Digital Advertising, Performance Analysis, Keyword Research, Marketing Analytics, Brand Management, Social Media Campaigns, Budget Management, Project Management, Data-Driven Decision-Making, Return On Investment, Quality Assessment, Cost Reduction
中级 · 专项课程 · 3-6 个月

您将获得的技能: Statistical Modeling, Data Validation, Media Planning, Variance Analysis, Regression Analysis, Predictive Analytics, Predictive Modeling, Web Analytics, Forecasting, Trend Analysis, Marketing Analytics, Time Series Analysis and Forecasting, Marketing Budgets, Analytics, Data-Driven Decision-Making, Data Quality, Advertising Campaigns
初级 · 课程 · 1-4 周