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: 卷积神经网络, 可视化(计算机制图), 张力流, 分类算法, 模型评估, 人工神经网络, 深度学习, 自动编码器, 迁移学习, 生成式人工智能, 分布式计算, 性能调整, Keras(神经网络库), 网络架构, 图像分析, 生成模型架构, 生成对抗网络 (GAN), 计算机视觉
中级 · 专项课程 · 3-6 个月

IBM
您将获得的技能: 概率与统计, 张力流, 分类算法, 预测建模, Machine Learning 方法, 模型评估, 人工神经网络, PyTorch(机器学习库), 深度学习, 数据预处理, 回归分析, 逻辑回归
中级 · 课程 · 1-3 个月

您将获得的技能: User Interface (UI), Prompt Engineering, Interaction Design, User Experience Design, Responsible AI, User Interface and User Experience (UI/UX) Design, Human Computer Interaction, User Flows, Usability Testing, Context Management, AI Personalization, Multimodal Prompts, User Research, Prototyping, Technical Communication, Data Ethics, Natural Language Processing
中级 · 课程 · 1-3 个月

Coursera
您将获得的技能: Canva (Software), Prompt Engineering, Timelines, Email Automation, Microsoft Power Automate/Flow, Setting Appointments, Calendar Management, Automation, Microsoft 365, Generative AI, ChatGPT, Collaborative Software, Business Process Automation, Artificial Intelligence, Collaboration, Time Management, Productivity, Personal Development, Natural Language Processing, Communication
中级 · 专项课程 · 1-3 个月
University of Maryland, College Park
您将获得的技能: Marketing Automation, Online Advertising, AI Enablement, Marketing Analytics, Natural Language Processing
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 概率与统计, 张力流, 卷积神经网络, 模型评估, 预测建模, 自然语言处理, 机器学习, 深度学习, 放射诊断学, Machine Learning 方法, 医学科学与研究, 磁共振成像, 人工智能, 医学影像, 应用机器学习, 数据预处理, 风险模型, 图像分析, 统计机器学习
中级 · 课程 · 1-4 周

Imperial College London
您将获得的技能: 衍生产品, 微积分, 机器学习算法, Python 程序设计, 线性代数, 人工神经网络, 数学建模, 回归分析, 高等数学
初级 · 课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Generative AI Agents, Generative AI, ChatGPT, Self Service Technologies, Customer Service, Customer Support, Customer Communications Management, Personalized Service, Customer Engagement, AI Enablement, AI Workflows, Customer experience improvement, Customer and Client Support, Microsoft Copilot, Customer Insights, Artificial Intelligence, Customer Relationship Management, Automation, Natural Language Processing
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: AI Enablement, Artificial Intelligence, AI Product Strategy, Artificial Neural Networks, Deep Learning, Business Analytics, Responsible AI, Data Ethics, Machine Learning, Digital Transformation, Data Science, Data Literacy
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Containerization, Prompt Engineering, AI Orchestration, Scalability, AI Workflows, Application Deployment, Kubernetes, Agentic Workflows, Azure Active Directory, System Monitoring, LangChain, Generative AI Agents, Microservices, Microsoft Azure, Artificial Intelligence, Distributed Computing, Serverless Computing, Natural Language Processing, Reinforcement Learning
中级 · 专业证书 · 3-6 个月

您将获得的技能: Prompt Engineering, LangChain, LLM Application, Generative AI, AI Workflows, Application Development, Model Evaluation, Flask (Web Framework), Natural Language Processing, Software Development
中级 · 课程 · 1-4 周

Dartmouth College
您将获得的技能: Supervised Learning, Bayesian Network, Logistic Regression, Artificial Neural Networks, Machine Learning Methods, Statistical Modeling, Predictive Modeling, Model Evaluation, Statistical Machine Learning, Probability & Statistics, Bayesian Statistics, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, Statistical Methods, Artificial Intelligence, Regression Analysis, Classification Algorithms, Statistical Inference
攻读学位
中级 · 专项课程 · 3-6 个月