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 System
您将获得的技能: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Text Mining, Predictive Modeling, Classification And Regression Tree (CART), Data Manipulation, Marketing Analytics, Python Programming, Feature Engineering, Google Cloud Platform, Data Processing, Artificial Neural Networks, Performance Metric
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初级 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, Deep Learning, Plot (Graphics), Artificial Neural Networks, Matplotlib, Data Cleansing, Data Analysis, Tensorflow, Natural Language Processing, Data Processing, Data Manipulation, Python Programming, Machine Learning
初级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Visualization (Computer Graphics), Python Programming
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中级 · 课程 · 1-4 周

您将获得的技能: Social Media Marketing, Social Media, Key Performance Indicators (KPIs), Social Media Content, Brand Awareness, Marketing Analytics, Social Media Campaigns, Digital Advertising, Customer Engagement, Advertising, Market Analysis, Performance Analysis, Analysis, Digital Marketing, Marketing Communications
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Google Gemini, Google Cloud Platform, Cloud Management, Applied Machine Learning, Big Data, Jupyter, Cloud Applications, LLM Application, Text Mining, Statistical Reporting, Machine Learning, SQL
中级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: Python 程序设计, 数据分析, 数据操作, 探索性数据分析, 生成式人工智能, 数据驱动的决策制定, 趋势分析, 销售策略, Prompt Engineering, 电子商务, ChatGPT, OpenAI
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Visualization, Matplotlib, Marketing Analytics, Web Scraping, Social Media Marketing, Python Programming, Social Media, Pandas (Python Package), Text Mining, Trend Analysis, Data Analysis, Data Wrangling, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Text Mining, Data Processing, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Unstructured Data, Deep Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Development Environment, Machine Learning
中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 商业智能, 预测建模, 物联网, 数据分析, 非结构化数据, 自然语言处理, 分析, 大数据, 文本挖掘, 深度学习, 地理空间信息与技术, Machine Learning 方法, 云计算, 社交媒体
中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 预测建模, 社交网络分析, 数据分析, Pandas(Python 软件包), 营销分析, 数字化营销, 留住客户, 分析, 文本挖掘, 机器学习, 数据伦理, 消费者行为, 负责任的人工智能, 预测分析, 高级分析, 生成式人工智能, 市场分析, 营销策略与技巧, 营销, 客户洞察
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中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Dimensionality Reduction, Data Analysis, Supervised Learning, Anomaly Detection, Machine Learning, Machine Learning Algorithms, Statistical Analysis, Unsupervised Learning, Data Mining, Analytics, Predictive Modeling, Regression Analysis, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Exploratory Data Analysis, Project Planning
中级 · 课程 · 1-3 个月