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。

Coursera
您将获得的技能: Prompt Engineering, Anthropic Claude, Generative AI, Artificial Intelligence, Application Development, Application Programming Interface (API), Authentications, Context Management, User Interface and User Experience (UI/UX) Design, Content Creation, Customer Service
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

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

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: 机器学习, 模型评估, Apache Cassandra, 大数据, NoSQL, 监督学习, 数据库, Apache Hadoop, 分布式计算, 数据管道, 生成式人工智能, Apache Hive, 应用机器学习, 摘录, MongoDB, Apache Spark, 机器学习算法, IBM 云, Kubernetes, PySpark
初级 · 专项课程 · 3-6 个月

您将获得的技能: MLOps (Machine Learning Operations), Feature Engineering, Model Evaluation, Data Preprocessing, Performance Analysis, Performance Tuning, Predictive Modeling, Data Pipelines, Data Transformation
中级 · 课程 · 1-4 周

Kennesaw State University
您将获得的技能: Six Sigma Methodology, Lean Methodologies, Quality Improvement, Process Improvement, Quality Management, Team Management, Team Building, Lean Manufacturing, Continuous Improvement Process, Business Process, Production Process, Root Cause Analysis, Decision Making
初级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Bedrock, Responsible AI, Generative AI, AI Security, Artificial Intelligence, Large Language Modeling, Amazon Web Services, Embeddings, Retrieval-Augmented Generation, Image Analysis
初级 · 课程 · 1-3 个月

Microsoft
您将获得的技能: Unsupervised Learning, Model Deployment, Generative AI, Large Language Modeling, Data Management, Natural Language Processing, MLOps (Machine Learning Operations), Supervised Learning, Microsoft Azure, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative Adversarial Networks (GANs), Infrastructure Architecture, LLM Application, Responsible AI, Generative AI Agents, Applied Machine Learning, Azure DevOps, Reinforcement Learning, Data Preprocessing
中级 · 专业证书 · 3-6 个月

Universitat Autònoma de Barcelona
您将获得的技能: Computer Vision, Image Analysis, Classification Algorithms, Convolutional Neural Networks, Machine Learning Algorithms, Supervised Learning, Machine Learning, Deep Learning, Artificial Intelligence, Model Evaluation, Algorithms
混合 · 课程 · 1-3 个月

University of Pennsylvania
您将获得的技能: 组织效能, 协作, 数据分析, 留住员工, 分析, 人力资源战略, 人力资源, 绩效管理, 人力资本, 预测分析, 劳动力管理, 员工绩效管理, 性能分析, 人才管理, 人力资源分析, 绩效衡量, 网络分析, 数据驱动的决策制定
混合 · 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