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。

SkillUp
您将获得的技能: 自然语言处理, 数据可视化, 生成式人工智能, 商业智能, 数据分析, 查询语言, 信息图表, 仪表板创建, 演讲, 数据展示, 交互式数据可视化, 人工智能, 负责任的人工智能, 数据伦理, 法学硕士申请, 大型语言建模
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Model Evaluation, Statistical Modeling, Applied Machine Learning, Unsupervised Learning, Statistical Machine Learning, Data Science, Decision Tree Learning, Statistical Methods, Classification And Regression Tree (CART), Artificial Neural Networks, Statistical Analysis, Regression Analysis, Predictive Modeling, Machine Learning Methods, Classification Algorithms, Supervised Learning, R Programming, Statistical Inference, Machine Learning Algorithms, Dimensionality Reduction
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中级 · 专项课程 · 3-6 个月

Simplilearn
您将获得的技能: Reinforcement Learning, Artificial Intelligence, Tensorflow, Artificial Neural Networks, Machine Learning Methods, Machine Learning Algorithms, Deep Learning, Machine Learning, Applied Machine Learning, AI literacy, Data Ethics, Supervised Learning, Responsible AI, Unsupervised Learning, Model Training, Digital Transformation
初级 · 课程 · 1-4 周
University of Maryland, College Park
您将获得的技能: Unstructured Data, Applied Machine Learning, Financial Data, Financial Statement Analysis, Image Analysis, Finance, Financial Analysis, Accounting, Emerging Technologies, Artificial Intelligence, Text Mining, Machine Learning, Social Media Analytics, AI Integrations, Data-Driven Decision-Making, Natural Language Processing, Model Evaluation
初级 · 课程 · 1-4 周

Illinois Tech
您将获得的技能: Recurrent Neural Networks (RNNs), Deep Learning, Generative AI, Convolutional Neural Networks, Transfer Learning, Model Optimization, Image Analysis, Artificial Neural Networks, Generative Model Architectures, Generative Adversarial Networks (GANs), Fine-tuning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Network Architecture, Computer Vision, Network Model, Natural Language Processing, Model Training
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初级 · 课程 · 1-3 个月

Duke University
您将获得的技能: 自然语言处理, 微软 Azure, 机器学习, 持续交付, 云应用, 应用编程接口 (API), 软件工程, Google Cloud 平台, 云部署, 人工智能工作流程, 人工智能, 云计算开发, 云 API, 计算机视觉, Flask (Web 框架), 云工程, 应用机器学习, MLOps(机器学习运营), 模型部署, Microsoft Azure
中级 · 课程 · 1-4 周

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

您将获得的技能: Generative Adversarial Networks (GANs), Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Autoencoders, ChatGPT, Model Training, Deep Learning, Model Evaluation, Vision Transformer (ViT), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Artificial Neural Networks, Image Analysis, Computer Vision, Unsupervised Learning, Natural Language Processing
初级 · 专项课程 · 1-3 个月

Johns Hopkins University
您将获得的技能: 数据科学, 深度学习, 数字信号处理, 机器学习, 线性代数, Algorithm, 人工神经网络, 计划发展, 数据结构, 算法, 应用机器学习, 软件开发, 数据转换, 数学软件
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 深度学习, 模型优化, 生成式人工智能, 卷积神经网络, PyTorch(机器学习库), 生成模型架构, 人工神经网络, 计算机视觉, 嵌入, 大型语言建模, MLOps(机器学习运营), 模型部署, 软件可视化
中级 · 课程 · 1-4 周
University of Illinois Urbana-Champaign
您将获得的技能: 自然语言处理, 数据完整性, GitHub, 数据分析, 分析, Data Governance, 数据管理, 探索性数据分析, Data Management, 数据质量, Pandas(Python 软件包), 信息及相关技术控制目标 (COBIT), Python 编程, 内部审计, 内部控制, 会计, 数据操作, 一般会计, 欺诈检测, 审计, 财务审计
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中级 · 课程 · 1-4 周

您将获得的技能: Data Visualization, Plot (Graphics), Exploratory Data Analysis, Text Mining, Model Evaluation, Model Training, Classification Algorithms, Applied Machine Learning, Data Cleansing, Scikit Learn (Machine Learning Library), Statistical Machine Learning, Data Preprocessing, Natural Language Processing, Predictive Modeling, Machine Learning, Unstructured Data, Data Analysis, Machine Learning Algorithms, Python Programming, Computer Science
中级 · 指导项目 · 不超过 2 小时