NLP 课程
NLP 课程可以帮助您学习文本处理、Sentiment Analysis、语言模型和聊天机器人开发。您可以掌握数据预处理、Feature Extraction 和 Model Evaluation 性能方面的技能。许多课程介绍了 NLTK 和 spaCy 等 Python 库以及 TensorFlow 和 PyTorch 等框架等工具，这些工具支持实施 NLP 技术和开发利用人工智能的应用程序。
热门 NLP 课程与认证
状态：AI 趋势IBM
您将获得的技能: 机器学习, 自动编码器, 功能工程, 数据分析, 无监督学习, 生成对抗网络 (GAN), 生成式对抗网络（GANs）, 卷积神经网络, 强化学习, Python 编程, 探索性数据分析, 统计方法, 深度学习, 回归分析, 数据预处理, 时间序列分析和预测, 分类算法, 降维, 递归神经网络 (RNN), 数据科学, 监督学习
您将获得的技能: 生成式人工智能, 人工智能, ChatGPT, 法学硕士申请, 自然语言处理, 远程保健, 及时工程, 病人沟通, 健康技术, Prompt Engineering
DeepLearning.AI
您将获得的技能: Algorithm, 概率与统计, 自然语言处理, 嵌入, 文本挖掘, 算法, 统计建模, 马尔可夫模型, 数据预处理, 人工神经网络, 机器学习方法
Northeastern University
您将获得的技能: Natural Language Processing, Embeddings, Model Evaluation, Data Ethics, Responsible AI, Deep Learning, Recurrent Neural Networks (RNNs), Artificial Neural Networks, Data Preprocessing, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Supervised Learning, Machine Learning Algorithms, Classification Algorithms
您将获得的技能: Model Evaluation, Tensorflow, Supervised Learning, Artificial Neural Networks, Regression Analysis, Machine Learning Methods, Applied Machine Learning, Machine Learning Algorithms, Deep Learning, Image Analysis, Machine Learning, Random Forest Algorithm, Artificial Intelligence and Machine Learning (AI/ML), Decision Tree Learning, Natural Language Processing, Scikit Learn (Machine Learning Library), Convolutional Neural Networks, Computer Vision, Data Science, Python Programming
University of Colorado Boulder
您将获得的技能: Natural Language Processing, Model Evaluation, Embeddings, Text Mining, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Statistical Modeling, Machine Learning Methods, Classification Algorithms, Unstructured Data, Deep Learning, Probability Distribution, Linear Algebra, Algorithms
您将获得的技能: 生成式人工智能, 自然语言处理, PyTorch（机器学习库）, 嵌入, 文本挖掘, 大型语言建模, 迁移学习, Transfer Learning, 性能调整, 应用机器学习
您将获得的技能: Text Mining, Natural Language Processing, Microsoft Azure, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Unstructured Data, Analytics, Application Development, Virtual Machines
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
Duke University
您将获得的技能: LLM Application, Large Language Modeling, Model Deployment, Embeddings, Application Programming Interface (API), Restful API, Natural Language Processing, Command-Line Interface, Machine Learning
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: Data Transformation, Unstructured Data, Feature Engineering, Predictive Analytics, Applied Machine Learning
总之，以下是 10 最受欢迎的 nlp 课程
- IBM 机器学习: IBM
- 初学者的 ChatGPT Playground：NLP 人工智能入门: Coursera
- 利用概率模型进行自然语言处理: DeepLearning.AI
- NLP in Engineering: Concepts & Real-World Applications: Northeastern University
- AI Workflow: Machine Learning, Visual Recognition and NLP: IBM
- Fundamentals of Natural Language Processing: University of Colorado Boulder
- 用 Transformer 建立生成式 AI 语言模型: IBM
- Intro to Natural Language Processing in Microsoft Azure: Microsoft
- Applied Natural Language Processing in Engineering Part 1: Northeastern University
- Beginning Llamafile for Local Large Language Models (LLMs): Duke University
