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。

Google Cloud
您将获得的技能: 机器学习, Google Cloud 平台, 数据操作, 欺诈检测, 模型评估, 决策树学习, 异常检测, 无监督学习, 数据预处理, 预测建模, 功能工程, 大数据, 逻辑回归, Model Evaluation, 监督学习, 应用机器学习
中级 · 项目 · 不超过 2 小时

Coursera
您将获得的技能: 机器学习, 大型语言建模, 数据操作, 模型评估, Python 编程, JSON, 数据预处理, 生成式人工智能, 实时数据, 非结构化数据, Model Evaluation, OpenAI 应用程序接口, 性能指标, OpenAI
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: 数据分析, 探索性数据分析, Python 编程, 及时工程, Prompt Engineering, 数据驱动决策, 电子商务, 生成式人工智能, 趋势分析, 销售策略, ChatGPT, 产品知识, OpenAI 应用程序接口, OpenAI
中级 · 指导项目 · 不超过 2 小时

Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
中级 · 指导项目 · 不超过 2 小时

University of California, Irvine
您将获得的技能: 商业分析, 深度学习, 数据科学, 自然语言处理, 物联网, 社交媒体, 数据分析, 预测建模, 非结构化数据, 云计算, 大数据, 文本挖掘, 地理空间信息与技术
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Recurrent Neural Networks (RNNs), Large Language Modeling, Natural Language Processing, Hugging Face, PyTorch (Machine Learning Library), Transfer Learning, Artificial Neural Networks, Machine Learning Methods, Embeddings, Deep Learning, Applied Machine Learning
混合 · 课程 · 1-3 个月

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, Supervised Learning, Dimensionality Reduction, Marketing Effectiveness, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Campaign Management, Customer experience improvement, Personalized Service, Customer Insights, Model Evaluation, Machine Learning
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: Unsupervised Learning, Applied Machine Learning, Plotly, Data Visualization, Machine Learning, Social Sciences, Socioeconomics, Machine Learning Algorithms, Scikit Learn (Machine Learning Library), Exploratory Data Analysis, Data Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

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

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, Python Programming
攻读学位
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Artificial Intelligence, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Deep Learning, Machine Learning, Unsupervised Learning, Dimensionality Reduction
混合 · 课程 · 1-3 个月