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。

University of Pennsylvania
您将获得的技能: 高级分析, 欺诈检测, 财务预测, 工艺优化, 关键绩效指标 (KPI), 财务分析, 业务指标, 财务会计, 分析, 财务数据, 异常检测, 预测分析, 投资回报, 预测建模, 企业战略, 会计, 金融, 财务报表分析, 运行分析
混合 · 课程 · 1-4 周

ESSEC Business School
您将获得的技能: 商业分析, R 语言程序设计(中文版), 沟通, 回归分析, 数据分析, 商务, 统计方法, 战略思维, 商业智能, 预测分析, 信息技术, 统计分析, 数据可视化, 预测, 数据展示
混合 · 课程 · 1-3 个月

Alex Genadinik
您将获得的技能: Prompt Engineering, ChatGPT, AI Enablement, Presentations, Generative AI, AI Personalization, AI Workflows, Multimedia, OpenAI, Artificial Intelligence, Productivity Software, Content Creation, Brainstorming, Proofreading
混合 · 课程 · 1-3 个月

American Psychological Association
您将获得的技能: Substance Abuse, Mental Health Diseases and Disorders, Clinical Psychology, Mental and Behavioral Health, Psychiatry, Psychological Evaluations, Mental Health, Cognitive Behavioral Therapy, Patient Evaluation, Diagnostic Tests, Behavioral Health, Psychotherapy, Psychiatric Assessments, Cultural Diversity, Epidemiology, Pharmacology, Neurology, Demography, Psychology, Pharmacotherapy
初级 · 专项课程 · 3-6 个月

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: Microsoft PowerPoint, Animations, Motion Graphics, 3D Assets, Graphic and Visual Design, Typography, Design Elements And Principles, Design, Color Theory
中级 · 课程 · 3-6 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
University of Michigan
您将获得的技能: 机器学习, 模型评估, 分类算法, 逻辑回归, 分类与回归树 (CART), 数据分析, 数据预处理, 监督学习, Scikit-learn (机器学习库), 预测分析, 应用机器学习, 分析, 预测建模, Python 程序设计, 决策树学习, 机器学习算法, 功能工程
中级 · 课程 · 1-4 周
CertNexus
您将获得的技能: 机器学习, 分类算法, 模型评估, 数据预处理, 监督学习, 统计建模, 回归分析, 无监督学习, 预测建模, Jupyter, 应用机器学习, 机器学习算法, 功能工程, 性能调整
中级 · 课程 · 1-3 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

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
Icahn School of Medicine at Mount Sinai
您将获得的技能: Matlab, Bioinformatics, Quantitative Research, Unsupervised Learning, Data Synthesis, Research, Mathematical Modeling, Molecular Biology, Pharmacology, Science and Research, Cell Biology, Biotechnology, Biomedical Technology, Scientific Methods, Physiology, Differential Equations, Computational Logic, Biochemistry, Network Analysis, Biology
中级 · 专项课程 · 3-6 个月