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: Generative AI, Model Evaluation, Supervised Learning, Generative Model Architectures, AWS SageMaker, Recurrent Neural Networks (RNNs), Unsupervised Learning, Data Preprocessing, Large Language Modeling, Time Series Analysis and Forecasting, LLM Application, Applied Machine Learning, Deep Learning, A/B Testing, Transfer Learning, Python Programming, Machine Learning, Data Analysis, AWS CloudFormation, AI Personalization
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Google Ads, Keyword Research, Target Audience, Pay Per Click Advertising, Search Engine Marketing, Advertising Campaigns, Campaign Management, Online Advertising, Digital Advertising, Marketing, Digital Marketing, Return On Investment
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Excel Formulas, Microsoft Excel, Spreadsheet Software, Pivot Tables And Charts, Statistical Analysis, Data Manipulation, Descriptive Statistics, Data Analysis, Data Cleansing, Data Presentation
中级 · 课程 · 1-3 个月

Amazon Web Services
您将获得的技能: Amazon Bedrock, Prompt Engineering, Generative AI, AWS SageMaker, AI Enablement, Multimodal Prompts, LLM Application, Large Language Modeling, Application Development, Image Analysis, Real Time Data, Regression Analysis, Debugging
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics, Cash Flows
获得学位
学位 · 1-4 年

您将获得的技能: Web Content Accessibility Guidelines, Adobe Express, Multimedia, User Experience Design, Design Elements And Principles, Design, Visual Design, Diversity and Inclusion, Graphic Design, Creative Design, User Centered Design, Color Theory
初级 · 课程 · 1-4 周

Stanford University
您将获得的技能: 非结构化数据, 文本挖掘, 临床数据管理, 数据预处理, 健康信息学, 临床研究伦理, 医学影像, 电子病历, 医疗保健, 功能工程, 数据收集, 数据挖掘, 数据转换, 数据伦理, 临床研究
初级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 数据战略, 模型评估, 无监督学习, 文本挖掘, 自然语言处理, 商业分析, 监督学习, 云计算, 预测建模, 回归分析, 统计分析, 社交媒体, 数据科学, 预测分析, 数据挖掘, 决策树学习, 分析, 分析技能, 异常检测, 数据伦理
初级 · 专项课程 · 3-6 个月

您将获得的技能: Organizational Change, Agentic Workflows, AI Enablement, Generative AI Agents, Workflow Management, Predictive Analytics, Cash Management, Responsible AI, Performance Tuning, Fraud detection, Accounting and Finance Software, Financial Reporting
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 数据分析, 模型评估, 医学术语, 自然语言处理, 健康信息学, 文本挖掘, 深度学习, 应用机器学习, 临床试验, 病人治疗, AI 个性化服务, 统计分析, 机器学习, 治疗计划
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: 应用编程接口 (API), LLM 申请, 生成式人工智能, 自然语言处理, 文本挖掘, Jupyter, Python 程序设计, 云 API, 分类算法, Google 云端平台
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Model Evaluation, Applied Machine Learning, Advanced Analytics, Analytics, Statistical Machine Learning, Machine Learning, Scikit Learn (Machine Learning Library), Unsupervised Learning, Machine Learning Algorithms, Workflow Management, Data Ethics, Supervised Learning, Data Preprocessing, Random Forest Algorithm, Decision Tree Learning, Verification And Validation, Python Programming, Classification Algorithms, Performance Tuning
高级设置 · 课程 · 1-3 个月