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。

您将获得的技能: Marketing Automation, Digital Marketing Tools, Marketing Analytics, Data-Driven Marketing, Digital Marketing, Predictive Analytics, MarTech, Digital Marketing Campaigns, Advanced Analytics, Predictive Modeling, AI Personalization, Marketing Channel, Data Analysis, Natural Language Processing, Data Ethics, Artificial Intelligence, Ethical Standards And Conduct, Machine Learning
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Web Analytics, Paid media, Digital Marketing, Email Marketing, Social Media Analytics, Digital Media Strategy, Digital Marketing Campaigns, Digital Marketing Tools, Marketing Analytics, Digital Analysis, Data-Driven Marketing, Social Media Marketing, Marketing Effectiveness, Earned Media, Social Media Campaigns, Social Media, Media Strategy, Content Performance Analysis, Analytics, Owned Media
中级 · 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, Machine Learning Methods, Web Analytics, Data-Driven Marketing, Retail Store Operations, Machine Learning, Machine Learning Algorithms, Histogram, Decision Tree Learning, Data Preprocessing, Pandas (Python Package)
中级 · 课程 · 1-4 周
University of Michigan
您将获得的技能: 数据分析, Algorithm, 网络分析, 算法, Python 编程, 图论, 网络模型, 预测分析, 社交网络分析
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Applied Machine Learning, Network Model, Unstructured Data, Marketing Analytics, Social Media Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Transfer Learning, Statistical Methods
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Hugging Face, Large Language Modeling, Transfer Learning, Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Fine-tuning, Applied Machine Learning
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 自然语言处理, 网络分析, 非结构化数据, 文本挖掘, 分析, Google Cloud 平台, 云 API
初级 · 项目 · 不超过 2 小时
University of Illinois Urbana-Champaign
您将获得的技能: 高级分析, 分类算法, 商业分析, 分析, 决策树学习, 机器学习方法, 应用机器学习, 机器学习, 数据预处理, 业务分析, Python 编程, 预测建模, 回归分析, 机器学习算法, Scikit Learn(机器学习库), 无监督学习, 监督学习
攻读学位
中级 · 课程 · 1-4 周

您将获得的技能: Recurrent Neural Networks (RNNs), Exploratory Data Analysis, Deep Learning, Text Mining, Plot (Graphics), Artificial Neural Networks, Data Cleansing, Data Import/Export, Data Preprocessing, Natural Language Processing, Model Training, Applied Machine Learning, Python Programming, Machine Learning, Automation
初级 · 指导项目 · 不超过 2 小时

Microsoft
您将获得的技能: 微软 Azure, 自动化, 人工智能扫盲, 非结构化数据, 自然语言处理, 应用程序开发, 文本挖掘, 人工智能, Microsoft Azure, 人工智能和机器学习(AI/ML)
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Model Evaluation, MLOps (Machine Learning Operations), Model Training, Artificial Intelligence and Machine Learning (AI/ML), Sampling (Statistics), Decision Intelligence, Statistical Methods, Model Deployment, Statistical Modeling, Human Machine Interfaces, Performance Metric, Performance Analysis, Applied Machine Learning, Machine Learning, Business Metrics, Predictive Analytics, Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Marketing Analytics, Data-Driven Marketing, A/B Testing, Customer Analysis, Anomaly Detection, Dashboard, Dashboard Creation, Time Series Analysis and Forecasting, Regression Analysis, Customer Insights, Extract, Transform, Load, Descriptive Analytics, Data Presentation, Statistical Methods, Marketing Effectiveness, Marketing Strategies, Forecasting, Statistical Modeling, Statistical Analysis, Markov Model
中级 · 课程 · 3-6 个月