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。

University of Illinois Urbana-Champaign
您将获得的技能: 自然语言处理, 数据可视化, Model Evaluation, 数据挖掘, 数据分析, 技术写作, 探索性数据分析, 非结构化数据, 数据展示, 模型评估, 数据预处理, Algorithm, 算法, 文本挖掘, 数据可视化软件
混合 · 课程 · 1-3 个月

您将获得的技能: Generative AI, Responsible AI, Data Ethics, Health Care Procedure and Regulation, AI literacy, Healthcare Industry Knowledge, Medical Privacy, Artificial Intelligence, Healthcare Ethics, Treatment Planning, Medical Imaging, Natural Language Processing, Decision Support Systems
初级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Feature Engineering, Machine Learning Methods, Classification And Regression Tree (CART), Autoencoders, Statistical Machine Learning, Machine Learning Algorithms, Supervised Learning, Decision Tree Learning, Random Forest Algorithm, Model Optimization, Applied Machine Learning, Machine Learning, Classification Algorithms, Deep Learning, Model Training, Model Evaluation, Artificial Neural Networks, Dimensionality Reduction, Embeddings, AI Personalization
中级 · 课程 · 3-6 个月

University of Zurich
您将获得的技能: Extensible Markup Language (XML), Extensible Languages and XML, Natural Language Processing, Language Interpretation, Translation, and Studies, Multilingualism, Unstructured Data, Data Quality, Machine Learning Methods
初级 · 课程 · 1-3 个月

Universidad de Palermo
您将获得的技能: Responsible AI, Data Ethics, Business Intelligence, Organizational Leadership, Business Analytics, Generative AI, Culture Transformation, AI Security, Data-Driven Decision-Making, Data Management, Artificial Intelligence, Natural Language Processing, Strategic Decision-Making, Analytics, Business Transformation, Predictive Modeling, Innovation, Organizational Change, Data Science, IT Service Management
初级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Generative AI, Microsoft Copilot, Generative Model Architectures, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, AI literacy, Data Storytelling, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Data Presentation, Data Pipelines, Data Cleansing, Data Visualization Software, Data Preprocessing, Data Science, Critical Thinking
初级 · 专项课程 · 1-3 个月

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Model Training, Deep Learning, Artificial Neural Networks, Tensorflow, Feature Engineering, Predictive Modeling, Data Cleansing, Machine Learning, Real Estate, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Glasgow
您将获得的技能: 深度学习, 健康信息学, 健康技术, 生成式人工智能, 医疗保健行业知识, 增强现实与虚拟现实(AR/VR), Prompt Engineering, 预测建模, 医疗保健伦理, 人工智能, 临床信息学, 人工神经网络, 负责任的人工智能, 口腔信息学, 医学影像, 放射科, 数据伦理, 及时工程
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Prompt Patterns, Generative AI, Large Language Modeling, ChatGPT, Generative Model Architectures, Responsible AI, AI Security, OpenAI, AI Workflows, Model Evaluation, Natural Language Processing, Artificial Intelligence, Model Deployment
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: ChatGPT, Model Evaluation, 机器学习, 图像分析, 模型优化, 生成式人工智能, 微调, 模型评估, 数据预处理, 人工神经网络, Python 编程, Keras(神经网络库), 应用机器学习, 测试数据, 大型语言建模, 模型培训, 数据导入/导出
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, Anomaly Detection, Exploratory Data Analysis, Machine Learning, Scikit Learn (Machine Learning Library), Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Machine Learning Algorithms, Classification Algorithms, Design Thinking, Python Programming
高级设置 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 机器学习, 降维, 分类算法, 随机森林算法, 预测建模, 监督学习, 数据预处理, 人工神经网络, 无监督学习, Python 编程, 数据清理, 数据处理, 人工智能和机器学习(AI/ML), 应用机器学习, 数据转换, 机器学习算法, 机器学习方法
中级 · 课程 · 1-4 周