文本分类课程
文本分类课程可以帮助您学习文本数据分类、构建机器学习 Model 和评估性能指标的技术。您可以培养自然语言处理、Feature Extraction 和数据预处理方面的技能。许多课程都会介绍 Scikit-learn 和 TensorFlow 等 Python 库等工具，这些工具支持实现算法和完善模型。
热门文本分类课程和认证
Google Cloud
您将获得的技能: Google Cloud Platform, Text Mining, Natural Language Processing, Cloud API, Unstructured Data, Analysis
状态：免费试用您将获得的技能: Cryptography, Classification Algorithms, Probability Distribution, Machine Learning Algorithms, Data Processing, Algorithms
Google Cloud
您将获得的技能: 数据分析, Google 云端平台, 文本挖掘, 自然语言处理, 分析, 网络分析, 云 API
状态：免费试用您将获得的技能: Embeddings, Semantic Web, Natural Language Processing, Data Processing, Text Mining, Applied Machine Learning, Classification Algorithms, Unsupervised Learning, Dimensionality Reduction, Linear Algebra
状态：免费试用University of Colorado Boulder
您将获得的技能: 统计建模, 统计分析, 统计方法, 监督学习, 回归分析, 机器学习算法, 统计机器学习, 机器学习, 模型评估, 预测建模, R 语言程序设计（中文版）, 无监督学习, 数据科学, 分类算法
状态：免费试用CertNexus
您将获得的技能: 统计建模, 机器学习算法, 监督学习, 线性代数, 模型评估, 机器学习, 回归分析, 预测建模, 性能调整, 分类算法, 无监督学习
您将获得的技能: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming
您将获得的技能: Feature Engineering, Data Visualization Software, Data Cleansing, Classification And Regression Tree (CART), Random Forest Algorithm, Decision Tree Learning, Scikit Learn (Machine Learning Library), Applied Machine Learning, Predictive Modeling, Data Manipulation, Data Preprocessing, Data Science, Machine Learning, Model Evaluation, Python Programming
状态：免费试用您将获得的技能: Case Studies, Business Valuation, Export Control, Tax Compliance, Tax, Tax Laws, Intercompany Accounting, Analysis, Commercial Laws, Problem Solving, Investigation, Regulation and Legal Compliance
您将获得的技能: Model Evaluation, Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Image Analysis, Tensorflow, Computer Vision, Transfer Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Python Programming
您将获得的技能: Microsoft Excel, Excel Formulas, Spreadsheet Software, Data Analysis Expressions (DAX), Microsoft 365, Data Validation
状态：免费您将获得的技能: Artificial Intelligence, Large Language Modeling, Embeddings, Text Mining, Generative AI, Natural Language Processing, Python Programming, Application Programming Interface (API), Scripting
总之，以下是 10 最受欢迎的 text classification 课程
- Cloud Natural Language API: Qwik Start: Google Cloud
- Natural Language Processing - Probability Models in Python: Packt
- 利用自然语言应用程序接口进行实体和情感分析: Google Cloud
- Advanced Semantic Processing: Packt
- 回归与分类: University of Colorado Boulder
- 建立回归、分类和聚类模型: CertNexus
- Pneumonia Classification using PyTorch : Coursera
- Machine Learning for Kyphosis Disease Classification: Coursera
- Classification and valuation - What you must know!: PwC India
- Explainable AI: Scene Classification and GradCam Visualization : Coursera
