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: Unsupervised Learning, Regression Analysis, Classification Algorithms, Applied Machine Learning, Machine Learning Methods, Dimensionality Reduction, Anomaly Detection, Supervised Learning, Analytical Skills, Model Evaluation, Machine Learning Algorithms, Data Analysis, Data Preprocessing, Predictive Modeling, Statistical Analysis, Logistic Regression, Model Training, Statistical Machine Learning, Machine Learning, Data Mining
中级 · 专项课程 · 3-6 个月

University of Pennsylvania
您将获得的技能: 同行评审, 数据驱动的营销, 人员管理, 营销分析, 分析, 商业分析, 描述性分析, 人员分析, 运行分析, 财务报表分析, 数据驱动决策, 人力资源管理与规划, 财务分析, 财务报表, 财务数据, 预测分析, 人力资源战略, 运行效率, 客户分析, 客户洞察
初级 · 专项课程 · 3-6 个月

您将获得的技能: Brand Awareness, Pivot Tables And Charts, Market Intelligence, Surveys, Marketing Analytics, Branding, Dashboard Creation, Google Analytics, Looker (Software), Business Intelligence, Stakeholder Communications, Market Research, Key Performance Indicators (KPIs), Financial Forecasting, Data Storytelling, Tableau Software, Power BI, Forecasting, Regression Analysis, SQL
中级 · 专项课程 · 3-6 个月

您将获得的技能: Keras (Neural Network Library), Recurrent Neural Networks (RNNs), Model Evaluation, Model Training, Natural Language Processing, Text Mining, Data Preprocessing, Deep Learning, Data Analysis
混合 · 课程 · 1-4 周

您将获得的技能: Data Presentation, Interactive Data Visualization, Google Gemini, Analytics, Business Analytics, Performance Measurement, Data Wrangling, AI Personalization, Artificial Intelligence, Performance Analysis, AI Enablement, AI Workflows, Generative AI, Simulation and Simulation Software, Google Workspace, Responsible AI
初级 · 课程 · 1-4 周

您将获得的技能: Data Storytelling, Data Presentation, Data-Driven Decision-Making, Strategic Decision-Making, Product Management, Customer Insights, Data Analysis, Forecasting, A/B Testing, Business Analytics, Analytics, Prioritization, Statistical Analysis, Business Metrics, User Research, Customer Retention, Machine Learning Methods, Root Cause Analysis, Statistical Methods, Stakeholder Communications
中级 · 专项课程 · 3-6 个月

Coursera
您将获得的技能: Prompt Engineering, ChatGPT, Data Validation, LLM Application, Data Analysis, OpenAI, Data-Driven Decision-Making, Analytical Skills
中级 · 课程 · 1-4 周

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

Wesleyan University
您将获得的技能: 数据分析, 功能工程, Model Evaluation, 应用机器学习, 机器学习方法, 探索性数据分析, 随机森林算法, 统计机器学习, 决策树学习, 机器学习, 预测分析, Python 编程, 预测建模, 模型评估, 机器学习算法, 分类与回归树 (CART), 回归分析, 无监督学习
混合 · 课程 · 1-4 周

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, Artificial Neural Networks, Encryption, Python Programming, Cryptography, Fine-tuning, Machine Learning Methods, Text Mining, Classification Algorithms, Applied Machine Learning, Probability Distribution, Machine Learning Algorithms, Model Training
中级 · 专项课程 · 3-6 个月

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

AI CERTs
您将获得的技能: Business Research, AI literacy, Market Research, Analytical Skills, Business Intelligence, Decision Intelligence, Market Analysis, Trend Analysis, Market Intelligence, Data Analysis, Forecasting, AI Integrations
初级 · 课程 · 1-3 个月