Sentiment Analysis 课程可以帮助您学习文本处理、自然语言理解和情感检测技术。您可以掌握数据 Visualization、Feature Extraction 和 Model Evaluation 方面的技能,这些技能对于解读情感趋势至关重要。许多课程都会介绍 Python、R 和 NLTK 或 TextBlob 等专项库等工具,这些工具有助于在从社交媒体监测到客户反馈分析等各种情境中应用情感分析。

University of Minnesota
您将获得的技能: 业务建模, 模拟和模拟软件, 模型评估, 数据预处理, 数学建模, 分析, 商业分析, 预测分析, 供应链规划, 时间序列分析和预测, 运筹学, 概率, 模拟, 交通运输, 预测建模, 供应链, 劳动力管理, 概率分布, 统计方法, 模型培训, Model Evaluation
初级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: Marketing Analytics, Data-Driven Marketing, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Regression Analysis, Model Evaluation, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Anomaly Detection, Statistical Hypothesis Testing, Advanced Analytics, Machine Learning
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Graph Theory, R (Software), Social Sciences, Statistical Analysis, R Programming, Statistical Software, Sociology, Network Model, Statistical Modeling, Statistical Hypothesis Testing, Statistical Methods, Dependency Analysis
中级 · 课程 · 1-4 周

Johns Hopkins University
您将获得的技能: Social Media Analytics, Social Network Analysis, Machine Learning, Machine Learning Methods, Applied Machine Learning, Large Language Modeling, Natural Language Processing, Text Mining, Network Analysis, Analytics, Data Preprocessing, Unstructured Data, Classification Algorithms, Model Evaluation, Artificial Intelligence and Machine Learning (AI/ML), Unsupervised Learning, Data Processing
中级 · 课程 · 1-3 个月

您将获得的技能: Customer Service, Customer Relationship Management (CRM) Software, Customer experience improvement, Customer Relationship Management, Customer Engagement, Customer Communications Management, Customer Data Management, Customer Analysis, Customer Insights, Driving engagement, Digital Analysis, Customer Support, Digital Marketing, Document Management, User Feedback, Trend Analysis, Drive Engagement, Data Analysis, Analytical Skills
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Conversion Funnel Analysis, Strategic Prioritization, Web Analytics, Product Roadmaps, Business Analytics, Analytics, Predictive Modeling, Prioritization, Customer Analysis, Root Cause Analysis, Performance Analysis, Forecasting, User Flows, Performance Metric, Customer Retention, Data Capture, Resource Allocation, Statistical Methods
中级 · 课程 · 3-6 个月

Microsoft
您将获得的技能: 高级分析, 数据驱动决策, 文本挖掘, 生成式人工智能, 模型评估, 预测分析, 数据质量, 异常检测, 时间序列分析和预测, 功能工程, 数据分析, 人工智能工作流程, 统计分析, 自然语言处理, 非结构化数据, 预测, 预测建模, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Content Scheduling, Social Media Marketing, Social Media Analytics, Content Performance Analysis, Social Media Management, Social Media Campaigns, Social Media, Social Media Content, Digital Media Strategy, Social Media Strategy, Customer Engagement, Digital Marketing, Content Optimization, Performance Analysis, Customer Communications Management, Customer Relationship Management (CRM) Software, Web Analytics, Marketing Communications, Analytics, Market Data
初级 · 课程 · 1-3 个月

您将获得的技能: Marketing Automation, Digital Marketing Tools, Marketing Analytics, Data-Driven Marketing, Digital Marketing, MarTech, Predictive Analytics, Digital Marketing Campaigns, Advanced Analytics, Predictive Modeling, AI Personalization, Marketing Channel, Data Analysis, Natural Language Processing, Data Ethics, Artificial Intelligence, Ethical Standards And Conduct, Machine Learning
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Web Analytics, Paid media, Digital Marketing, Email Marketing, Social Media Analytics, Digital Media Strategy, Digital Marketing Campaigns, Digital Marketing Tools, Marketing Analytics, Digital Analysis, Data-Driven Marketing, Social Media Marketing, Marketing Effectiveness, Earned Media, Social Media Campaigns, Social Media, Media Strategy, Content Performance Analysis, Analytics, Owned Media
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Machine Learning Methods, Generative Model Architectures, Data Preprocessing, Deep Learning, Markov Model, Model Optimization, Model Training
混合 · 课程 · 1-3 个月