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: Recurrent Neural Networks (RNNs), Tensorflow, Model Optimization, Python Programming, Model Training, Natural Language Processing, Data Preprocessing, Applied Machine Learning, Artificial Neural Networks, Text Mining, Machine Learning Algorithms, Deep Learning, Classification Algorithms, Machine Learning
中级 · 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

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

您将获得的技能: Text Mining, Unstructured Data, Data Analysis, Natural Language Processing, Pandas (Python Package), Data Manipulation, Data Preprocessing, Python Programming
初级 · 指导项目 · 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: 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

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
中级 · 课程 · 1-3 个月

Queen Mary University of London
您将获得的技能: 数据分析, 逻辑回归, 统计分析, 探索性数据分析, 分析, 营销分析, 数据质量, 内容性能分析, 定量研究, 概率与统计, 相关性分析, 回归分析, 统计方法, 数字分析, 市场研究, 投资回报, 数字品牌战略
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: PySpark, Matplotlib, Apache Spark, Big Data, Data Processing, Distributed Computing, Data Management, Data Visualization, Data Presentation, Data Analysis, Data Manipulation, Data Cleansing, Query Languages, Python Programming
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

Coursera
您将获得的技能: Surveys, Survey Creation, Customer Insights, Data-Driven Marketing, Data Import/Export, Data Presentation, Market Research, Marketing Analytics, Customer Analysis, Marketing Strategies, Target Audience, Presentations, Data Analysis, Microsoft Excel, Target Market, Pivot Tables And Charts, Data-Driven Decision-Making, Data Storytelling, Spreadsheet Software, Data Capture
初级 · 课程 · 1-4 周

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
中级 · 指导项目 · 不超过 2 小时