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
状态：免费试用University of California, Irvine
您将获得的技能: 数据分析, 商业分析, 物联网, 文本挖掘, 自然语言处理, 大数据, 深度学习, 预测建模, 社交媒体, 数据科学, 云计算, 非结构化数据, 地理空间信息与技术
状态：免费试用您将获得的技能: Prompt Engineering, Vector Databases, Retrieval-Augmented Generation, Hugging Face, Generative AI, OpenAI API, Natural Language Processing, Large Language Modeling, OpenAI, LLM Application, Transfer Learning, Embeddings, Python Programming, Model Evaluation
您将获得的技能: Cloud API, Natural Language Processing, Google Cloud Platform, Text Mining, Image Analysis, Cloud-Based Integration, Computer Vision, Network Analysis, Web Design
状态：免费试用您将获得的技能: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Deep Learning, Applied Machine Learning, Network Architecture, Machine Learning
状态：免费试用Universidad Austral
您将获得的技能: Natural Language Processing, Data Processing, Data Preprocessing, Text Mining, Pandas (Python Package), Analysis, Big Data, Algorithms
状态：免费试用您将获得的技能: Transfer Learning, Keras (Neural Network Library), Embeddings, Deep Learning, Image Analysis, Computer Vision, Natural Language Processing, Data Preprocessing
您将获得的技能: Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Model Evaluation, Pandas (Python Package)
状态：免费试用您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
状态：免费Coursera
您将获得的技能: Python 程序设计, AI 个性化服务, 数据分析, 数据预处理, 降维, 探索性数据分析, 数据操作, 生成式人工智能, OpenAI 应用程序接口, 数据可视化, 嵌入, OpenAI
Google Cloud
您将获得的技能: Google Cloud Platform, Google Workspace, Natural Language Processing, Scripting, Cloud API, Document Management, Machine Learning
状态：免费试用您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
总之，以下是 10 最受欢迎的 text classification 课程
- 自然语言处理和毕业设计作业: University of California, Irvine
- Applied Generative AI & NLP with Python: Packt
- Extract, Analyze, and Translate Text from Images with the Cloud ML APIs: Google Cloud
- RNN Architecture and Sentiment Classification: Packt
- Introducción al procesamiento de lenguaje natural: Universidad Austral
- Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
- Classification Trees in Python, From Start To Finish: Coursera
- Introduction to NLP and Syntactic Processing: Packt
- 产品推荐系统：OpenAI 文本嵌入: Coursera
- Using the Natural Language API from Google Docs: Google Cloud
