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。

您将获得的技能: Data Preprocessing, Embeddings, Text Mining, Data Processing, Multilingualism, Applied Machine Learning, Pandas (Python Package), Data Transformation, NumPy, Scikit Learn (Machine Learning Library), Computer Programming, Software Installation
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Algorithm, 自然语言处理, 统计建模, 概率与统计, 算法, 机器学习方法, 嵌入, 人工神经网络, 文本挖掘, 数据预处理, 马尔可夫模型
中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Dimensionality Reduction, Classification Algorithms, Text Mining, Applied Machine Learning, Statistical Machine Learning, Machine Learning Algorithms, Unstructured Data, Python Programming, Algorithms
中级 · 课程 · 1-3 个月

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
攻读学位
中级 · 课程 · 1-4 周

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
混合 · 课程 · 1-4 周

Alfaisal University | KLD
您将获得的技能: Relationship Building, Interpersonal Communications, Self-Awareness, Social Skills, Persuasive Communication, Rapport Building, Active Listening, Emotional Intelligence, Communication, Personal Development
初级 · 课程 · 1-4 周

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
高级设置 · 课程 · 1-4 周

Coursera
您将获得的技能: 人工智能, 及时工程, Prompt Engineering, 自然语言处理, 病人沟通, 生成式人工智能, 法学硕士申请, 健康技术, ChatGPT, 远程保健
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: PyTorch(机器学习库), 大型语言建模, Transfer Learning, 迁移学习, 生成式人工智能, 自然语言处理, 嵌入, 文本挖掘, 性能调整, 应用机器学习
中级 · 课程 · 1-4 周

您将获得的技能: Data Transformation, Unstructured Data, Feature Engineering, Predictive Analytics, Applied Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, LLM Application, Retrieval-Augmented Generation, ChatGPT, Natural Language Processing, Generative AI Agents, Embeddings, Generative AI, Deep Learning
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