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 California San Diego
您将获得的技能: Algorithm, 同行评审, 算法, 网络分析, 技术交流, 社交网络分析, 图论, 计算机科学, 数据结构, 分析
★ 4.7 (101) · 混合 · 课程 · 1-3 个月

您将获得的技能: Social Media Analytics, Data Visualization, Plot (Graphics), Statistical Visualization, Matplotlib, Marketing Analytics, Social Media Marketing, Python Programming, Social Media, Data Presentation, Data Analysis, Data Wrangling, Exploratory Data Analysis, Data Cleansing, Seaborn, Content Performance Analysis, Jupyter
★ 4 (40) · 中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Classification Algorithms, Analytical Skills, Data Analysis, Model Evaluation, Logistic Regression, Applied Machine Learning, Supervised Learning, Decision Tree Learning, Machine Learning Algorithms, Machine Learning Methods, Predictive Modeling, Feature Engineering, Fine-tuning, Model Training, Bayesian Statistics
★ 5 (7) · 中级 · 课程 · 1-3 个月

University of California, Irvine
您将获得的技能: 数据分析, 商业分析, 非结构化数据, 数据科学, 自然语言处理, 物联网, 地理空间信息与技术, 分析, 社交媒体, 文本挖掘, 社交媒体分析, 商业智能, 机器学习方法, 云计算, 深度学习, 预测分析, 预测建模, 趋势分析, 无监督学习
★ 4.4 (50) · 中级 · 课程 · 1-4 周

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

您将获得的技能: Data Visualization, Data Presentation, Pandas (Python Package), Data Analysis, Data-Driven Decision-Making, Exploratory Data Analysis, Analytical Skills, Data Wrangling, Case Studies, Data Manipulation, Data Cleansing, Python Programming, Data Import/Export, Promotional Strategies
★ 4.8 (10) · 初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Development Environment, Software Installation
中级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: Supervised Learning, Applied Machine Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Transfer Learning, Text Mining, Model Evaluation, Data Manipulation, Marketing Analytics, Python Programming, Embeddings, Classification Algorithms, Marketing, Artificial Neural Networks, Performance Metric
★ 3.1 (14) · 初级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Network Analysis, Text Mining, Datamaps, Data Visualization, Analysis, Geospatial Mapping, Data Analysis, Statistical Programming, Data Transformation, Unstructured Data, Natural Language Processing, Data Preprocessing
★ 4.7 (195) · 中级 · 课程 · 1-4 周

您将获得的技能: Driving engagement, Social Media Analytics, Social Media Marketing, Drive Engagement, Social Media Management, Social Media, Customer Engagement, Social Media Campaigns, Online Advertising, Advertising Campaigns, Content Performance Analysis, Social Media Content, Marketing
初级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 数据分析, 生成式人工智能, 原型设计, 数据可视化, 人工智能个性化, 降维, 嵌入, OpenAI 应用程序接口, OpenAI, Python 编程, 数据操作
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google Gemini, Gemini, Text Mining, Google Cloud Platform, Data Management, Image Analysis, Unstructured Data, SQL, Large Language Modeling, Data Analysis, Statistical Reporting, Machine Learning
中级 · 项目 · 不超过 2 小时