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 Colorado Boulder
您将获得的技能: Classification Algorithms, Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Project Planning, Feature Engineering
中级 · 课程 · 1-3 个月

您将获得的技能: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms
中级 · 课程 · 1-3 个月

Kennesaw State University
您将获得的技能: Prompt Engineering, ChatGPT, Generative AI, Competitive Analysis, AI Enablement, Case Studies, Responsible AI, Analysis, Business Ethics, Ethical Standards And Conduct, Corporate Strategy
初级 · 课程 · 1-4 周

Fundação Instituto de Administração
您将获得的技能: Customer Relationship Management, Customer Data Management, Big Data, Data Mining, Data-Driven Decision-Making, Predictive Analytics, Sales Management, Ggplot2, Data Visualization Software, Plot (Graphics), Data Modeling, R Programming, Customer Insights, Customer Acquisition Management, Analytics, Customer experience strategy (CX), Customer Retention, Data Manipulation, Applied Machine Learning, Machine Learning Algorithms
初级 · 专项课程 · 1-3 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Natural Language Processing, Embeddings, Hugging Face, Deep Learning, Large Language Modeling, Transfer Learning, Convolutional Neural Networks, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Artificial Neural Networks, Python Programming, Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: 逻辑回归, 无监督学习, 异常检测, 监督学习, 决策树学习, 模型评估, 欺诈检测, Google 云端平台, 数据操作, 机器学习, 功能工程, 预测建模, 大数据, 应用机器学习
中级 · 项目 · 不超过 2 小时
Emory University
您将获得的技能: 客户洞察, 社交网络分析, 营销分析, 趋势分析, 消费者行为, 非结构化数据, 研究, 社交媒体, 社交媒体营销, 市场分析, 数据挖掘, 文本挖掘
混合 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, 逻辑回归, 监督学习, 决策树学习, 机器学习, Scikit-learn (机器学习库), 模型评估, 预测分析, 分类算法, 分类与回归树 (CART), 应用机器学习, 预测建模, 数据分析, 数据预处理, 功能工程, 机器学习算法, 分析
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: Customer Insights, AI Personalization, Customer Analysis, Customer experience strategy (CX), Generative AI, User Feedback, Customer Data Management, Customer experience improvement, Business Intelligence, Trend Analysis, Data-Driven Decision-Making, Predictive Analytics, Marketing Strategies
初级 · 课程 · 1-4 周
您将获得的技能: Responsible AI, Google Gemini, Customer Analysis, Marketing Analytics, Generative AI, AI Enablement, Governance, Artificial Intelligence, AI Security, Sales Strategy, AI Personalization, Customer Insights, Marketing Strategies, ChatGPT, Marketing Effectiveness, Forecasting, Automation, Analysis, Process Optimization, Visualization (Computer Graphics)
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Dashboard, Interactive Data Visualization, Business Intelligence, Data Visualization, Predictive Analytics, Business Intelligence Software, Data Storytelling, Business Analytics, Advanced Analytics, Analytics, Trend Analysis, Data-Driven Decision-Making, Stakeholder Communications, AI Enablement, Real Time Data
初级 · 课程 · 1-4 周

University of California, Irvine
您将获得的技能: 数据科学, 非结构化数据, 自然语言处理, 深度学习, 预测建模, 物联网, 大数据, 商业分析, 云计算, 社交媒体, 地理空间信息与技术, 文本挖掘, 数据分析
中级 · 课程 · 1-4 周