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。

DeepLearning.AI
您将获得的技能: 数据预处理, 卷积神经网络, 机器学习, 张力流, 应用机器学习, 深度学习, 递归神经网络 (RNN), 人工神经网络, 预测建模, 预测, 时间序列分析和预测
★ 4.7 (5162) · 中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: AI Enablement, AI Product Strategy, Responsible AI, Artificial Intelligence, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), AI Integrations, Applied Machine Learning, Artificial Neural Networks, Data Science, Deep Learning, Machine Learning
★ 4.8 (1373) · 初级 · 课程 · 1-4 周

Duke University
您将获得的技能: 模型培训, 逻辑回归, 强化学习, 医学影像, 卷积神经网络, PyTorch(机器学习库), 机器学习, 自然语言处理, 模型优化, 无监督学习, 图像分析, 迁移学习, 人工神经网络, 机器学习方法, 深度学习, Python 编程, 应用机器学习, 监督学习, Transfer Learning, 计算机视觉
★ 4.7 (3827) · 中级 · 课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Keras (Neural Network Library), Deep Learning, Convolutional Neural Networks, Reinforcement Learning, Model Optimization, Autoencoders, Generative AI, Artificial Neural Networks, Transfer Learning, Unsupervised Learning, Recurrent Neural Networks (RNNs), Generative Adversarial Networks (GANs), Generative Model Architectures, Applied Machine Learning, Image Analysis, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Logistic Regression
★ 4.5 (4234) · 中级 · 专业证书 · 3-6 个月

您将获得的技能: Classification And Regression Tree (CART), Dashboard Creation, Dashboard, Decision Intelligence, Descriptive Statistics, Root Cause Analysis, Data Analysis, Predictive Modeling, Advanced Analytics, Tableau Software, Scikit Learn (Machine Learning Library), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Apache Spark, Keras (Neural Network Library), Retrieval-Augmented Generation, Reinforcement Learning, Apache Kafka, SQL
中级 · 专项课程 · 3-6 个月

Microsoft
您将获得的技能: 人工智能扫盲, 人工智能, 机器学习, 自然语言处理, Microsoft Azure, 人工智能和机器学习(AI/ML), 数据伦理, 人工智能工作流程, 图像分析, 异常检测, 负责任的人工智能, 计算机视觉, 微软 Azure
★ 4.5 (1075) · 初级 · 课程 · 1-4 周

John Wiley & Sons
您将获得的技能: AI Personalization, AI Enablement, Fraud detection, AI Product Strategy, Artificial Intelligence, Digital Transformation, Artificial Intelligence and Machine Learning (AI/ML), Business Analytics, Business Process Automation, Social Media, Health Technology, Deep Learning, AI literacy, Automation, Machine Learning, Applied Machine Learning, Data-Driven Decision-Making, Computer Vision, Natural Language Processing, Predictive Analytics
初级 · 课程 · 3-6 个月

您将获得的技能: Model Evaluation, Data Preprocessing, Model Training, Reinforcement Learning, Model Optimization, Deep Learning, Large Language Modeling, PyTorch (Machine Learning Library), Python Programming, Applied Machine Learning, Image Analysis, Machine Learning Methods, Transfer Learning, Natural Language Processing, Tensorflow, Computer Vision, Predictive Modeling, Machine Learning, Machine Learning Algorithms, Convolutional Neural Networks
中级 · 课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Reinforcement Learning, Deep Learning, Machine Learning Methods, Artificial Neural Networks, Model Training, Machine Learning, Machine Learning Algorithms, Model Optimization, Python Programming, Algorithms, Model Evaluation
中级 · 课程 · 1-3 个月

您将获得的技能: Apple iOS, iOS Development, Swift Programming, Apple Xcode, Software Architecture, Mobile Development, Software Testing, AI Integrations, Unit Testing, Software Design, Software Design Patterns, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Test Planning, AI Enablement, Machine Learning, Natural Language Processing, User Interface and User Experience (UI/UX) Design, User Interface (UI) Design
中级 · 课程 · 1-4 周

您将获得的技能: Computer Vision, Image Analysis, Model Evaluation, Convolutional Neural Networks, Model Optimization, Artificial Neural Networks, Model Training, Machine Learning Methods, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Transfer Learning, Machine Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, NumPy, Python Programming, Matplotlib, Data Visualization, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: AWS CloudFormation, Amazon Web Services, Amazon CloudWatch, Amazon Elastic Compute Cloud, Infrastructure as Code (IaC), Cloud Management, Cloud Deployment, Cloud Computing Architecture, Cloud Security, Natural Language Processing, Key Management, Application Security, Anomaly Detection, Encryption, Vulnerability Assessments
中级 · 课程 · 1-3 个月