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。

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 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
Emory University
您将获得的技能: 社交网络分析, 社交媒体, 营销分析, 非结构化数据, 文本挖掘, 研究, 趋势分析, 消费者行为, 市场分析, 社交媒体营销, 客户洞察, 数据挖掘
混合 · 课程 · 1-4 周

您将获得的技能: Anomaly Detection, MLOps (Machine Learning Operations), Event Monitoring, Continuous Monitoring, System Monitoring, Unsupervised Learning, Threat Detection, Statistical Analysis, Exploratory Data Analysis, Trend Analysis, Real Time Data, Statistical Methods, Performance Tuning, Time Series Analysis and Forecasting
中级 · 课程 · 1-4 周

您将获得的技能: Medical Privacy, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Health Information Management, Medical Office Procedures, Data Management, Medical Records, Personally Identifiable Information, Data Security, Document Management, Security Controls, Information Privacy, Records Management, Taxonomy, Regulatory Compliance, Information Assurance, Encryption, Risk Analysis, Process Mapping
初级 · 课程 · 1-4 周

您将获得的技能: Cascading Style Sheets (CSS), Debugging, jQuery, Hypertext Markup Language (HTML), Javascript, Development Environment, UI Components, User Interface (UI), Animations
初级 · 课程 · 1-3 个月

Alex Genadinik
您将获得的技能: Prompt Engineering, Prompt Patterns, Multimodal Prompts, Data Ethics, AI Enablement, Large Language Modeling, Generative AI, Target Audience
混合 · 课程 · 1-4 周

您将获得的技能: Machine Learning Algorithms, Data Visualization, Dashboard, Classification Algorithms, Interactive Data Visualization, Data Visualization Software, Model Evaluation, Machine Learning, Scikit Learn (Machine Learning Library), Plot (Graphics), Web Applications, Logistic Regression, Predictive Modeling, Data Science, Python Programming, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

Kennesaw State University
您将获得的技能: 项目管理, 质量改进, 工艺优化, 统计推理, 成本效益分析, 统计过程控制, 统计假设检验, 文件控制, 回归分析, 改善方法, 持续改进流程, 精益六西格玛, 加工能力, 流程改进, 相关性分析, 六西格玛方法, 质量管理
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Financial Modeling, Variance Analysis, Key Performance Indicators (KPIs), Bookkeeping, Financial Forecasting, Revenue Forecasting, Budget Management, Financial Statement Analysis, Business Reporting, Dashboard, Capital Budgeting, Financial Controls, Financial Reporting, Financial Analysis, Process Improvement, Financial Services, Financial Data, Investments, Predictive Analytics, Data-Driven Decision-Making
中级 · 专项课程 · 3-6 个月

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
University of Maryland, College Park
您将获得的技能: Marketing Automation, Online Advertising, AI Enablement, Marketing Analytics, Natural Language Processing
中级 · 课程 · 1-3 个月