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。

Duke University
您将获得的技能: Rust (Programming Language), Command-Line Interface, Encryption, Package and Software Management, Application Development, Cryptography, Software Engineering, Algorithms
初级 · 指导项目 · 不超过 2 小时

Pearson
您将获得的技能: Ubuntu, Linux, Bash (Scripting Language), Linux Commands, Command-Line Interface, Unix Commands, Operating System Administration, File Management, Red Hat Enterprise Linux, Software Installation, System Configuration
中级 · 课程 · 1-4 周

您将获得的技能: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Statistical Modeling, Regression Analysis, Data Analysis Software, Data Transformation, Statistical Analysis, Correlation Analysis, Graphing
混合 · 课程 · 1-4 周

您将获得的技能: User Accounts, Linux, Linux Administration, Shell Script, Linux Commands, Command-Line Interface, Operating System Administration, System Monitoring, Unix Commands, File Systems, Unix, File Management, Software Installation, Virtual Machines, System Configuration, Operating Systems, Network Troubleshooting
初级 · 课程 · 1-4 周

您将获得的技能: Autoencoders, Recurrent Neural Networks (RNNs), Classification Algorithms, Model Evaluation, Data Preprocessing
中级 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Amazon Web Services, Customer Communications Management, Customer experience strategy (CX), Integrated Marketing Communications, Cross-Channel Marketing, Service Level, Systems Integration, Security Controls
初级 · 课程 · 1-4 周

University of Minnesota
您将获得的技能: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Design Thinking, Data Analysis, Analytics, Business Analytics, Business Analysis, Sprint Planning, Unsupervised Learning, Case Studies, Anomaly Detection, Tree Maps
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, OpenAI API, LangChain, ChatGPT, Prompt Patterns, Generative AI, LLM Application, Large Language Modeling, Application Programming Interface (API), Application Development
中级 · 课程 · 3-6 个月

您将获得的技能: Email Automation, People Analytics, Job Analysis, Business Analysis, Grammar, Customer Support, Debugging
初级 · 课程 · 1-3 个月

Institut Mines-Télécom
您将获得的技能: Image Analysis, Computer Vision, Image Quality, Data Processing, Digital Signal Processing, Data Analysis, Computer Programming, Medical Imaging, Python Programming, Histogram, Algorithms
中级 · 课程 · 1-3 个月

The Open University
您将获得的技能: 创新, 系统思考, 构思, 业务架构, 可持续商业, 解决问题, 认知灵活性, 创造性思维, 决策, 批判性思维
中级 · 课程 · 1-4 周

您将获得的技能: Debugging, Development Environment, .NET Framework, C# (Programming Language), Microsoft Visual Studio, Programming Principles, Computational Logic, Data Structures
初级 · 课程 · 1-3 个月