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: Marketing Analytics, Classification And Regression Tree (CART), Probability & Statistics, AI Personalization, Statistical Software, Statistical Methods, Regression Analysis, Data-Driven Decision-Making, Data Ethics, Unsupervised Learning, Statistical Modeling, Data Visualization, Customer Analysis, Statistical Analysis, Predictive Analytics, Marketing Effectiveness, Anomaly Detection, Advanced Analytics, Bayesian Network, Machine Learning
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: Unsupervised Learning, Regression Analysis, Dimensionality Reduction, Data Analysis, Anomaly Detection, Supervised Learning, Machine Learning, Analytics, Predictive Modeling, Statistical Analysis, Applied Machine Learning, Statistical Modeling, Scikit Learn (Machine Learning Library), Classification And Regression Tree (CART), Data Mining, Machine Learning Algorithms, Exploratory Data Analysis, Machine Learning Methods, Feature Engineering, Data Science
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, Data Visualization, Graph Theory, Relational Databases, Data Visualization Software, Data Storytelling, Data Analysis, Database Theory, Exploratory Data Analysis, Social Sciences, Statistical Analysis, Machine Learning, R Programming, Analytics, Sociology, Natural Language Processing, Data Manipulation, Text Mining, Statistical Modeling
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Standard Operating Procedure, Customer Support, Product Support, AI Product Strategy, AI Personalization, Customer Analysis, Personalized Service, LLM Application, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), Customer experience improvement, Data Ethics, Customer Insights, Deep Learning, Automation, Machine Learning
中级 · 专项课程 · 1-3 个月

O.P. Jindal Global University
您将获得的技能: Marketing Analytics, Anomaly Detection, Digital Marketing, Web Analytics, Digital Advertising, Dimensionality Reduction, Unsupervised Learning, Customer Analysis, Search Engine Marketing, Supervised Learning, Online Advertising, Customer Retention, Text Mining, Predictive Analytics, Search Engine Optimization, Web Analytics and SEO, Google Ads, Google Analytics, Data Ethics, Data Mining
初级 · 专项课程 · 3-6 个月

Wesleyan University
您将获得的技能: 回归分析, 统计分析, 探索性数据分析, 机器学习, 决策树学习, 监督学习, 无监督学习, Python 程序设计, 预测建模, 应用机器学习, 统计方法, 预测分析, 数据挖掘, 功能工程, 随机森林算法, 数据分析, 分类与回归树 (CART)
混合 · 课程 · 1-4 周

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

University of Minnesota
您将获得的技能: 回归分析, 业务建模, 概率分布, 商业分析, 微软Excel, 时间序列分析和预测, 统计, 数据驱动的决策制定, 分析, 预测建模, 概率, 预测分析, 数学建模, 供应链, 劳动力管理, 工艺优化, 运筹学, 商业数学, 模拟, 预测
初级 · 专项课程 · 3-6 个月

您将获得的技能: Marketing Automation, Marketing Analytics, Digital Marketing, MarTech, Predictive Analytics, Advanced Analytics, Analytics, Marketing Effectiveness, Marketing Strategies, Marketing Channel, Data Analysis, Natural Language Processing, Business Ethics, Video Production, Artificial Intelligence, Machine Learning
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 概率与统计, 监督学习, 文本挖掘, 非结构化数据, 机器学习算法, 降维, 人工智能, 自然语言处理, 功能工程, 张力流
中级 · 课程 · 1-4 周

University of California, Davis
您将获得的技能: 图论, 社交网络分析, 数据整理, 数据操作, 预测分析, 数据可视化, 模拟, 社会科学, 统计可视化, 网络分析, 数据分析
初级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Customer Analysis, Unsupervised Learning, Customer Insights, Marketing Analytics, Applied Machine Learning, Data Analysis, Web Analytics, Scikit Learn (Machine Learning Library), Retail Store Operations, Machine Learning, Histogram, Decision Tree Learning, Pandas (Python Package), Jupyter, Matplotlib
中级 · 课程 · 1-4 周