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: 数据分析, 数据可视化, 大数据, 分析, 自然语言处理, 仪表板创建, 无监督学习, 数据映射, 数据挖掘, 数据驱动决策, 制图, 统计分析, 仪表板, 文本挖掘, 绘图(图形), 数据可视化软件, 非结构化数据, Tableau 软件, 统计机器学习, 数据展示
中级 · 专项课程 · 3-6 个月

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
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
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
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
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: 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: 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

University of Michigan
您将获得的技能: 数据库开发, 云应用, 查询语言, 数据库, 自然语言处理, JSON, 数据建模, 数据库管理, 数据库设计, 关系数据库, NoSQL, 数据库架构和管理, 数据存储, 文本挖掘, 存储过程, PostgreSQL, 数据库系统, 数据库理论, 数据库管理系统
中级 · 专项课程 · 3-6 个月

Pragmatic AI Labs
您将获得的技能: Rust (Programming Language), LLM Application, Amazon Bedrock, Cross Platform Development, AI Workflows, AI Integrations, Event-Driven Programming, TypeScript, Software Architecture, Application Deployment, Natural Language Processing, Artificial Intelligence, Memory Management, Command-Line Interface
初级 · 课程 · 1-4 周