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。

Copenhagen Business School
您将获得的技能: 人工神经网络, 人工智能, 自然语言处理, 理论计算机科学, 人工智能扫盲, 文科, 统计机器学习, 语法, 社会影响, 计算思维, 大型语言建模
★ 4.7 (25) · 初级 · 课程 · 1-4 周

National Taiwan University
您将获得的技能: Machine Learning Methods, Model Optimization, Machine Learning Algorithms, Statistical Machine Learning, Supervised Learning, Applied Machine Learning, Model Training, Machine Learning, Deep Learning, Classification Algorithms, Feature Engineering, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Predictive Modeling, Embeddings, Dimensionality Reduction, Logistic Regression, Random Forest Algorithm, Regression Analysis
★ 4.9 (35) · 中级 · 课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Social Media Analytics, Data Visualization, Graph Theory, Statistical Visualization, Relational Databases, Data Presentation, Data Visualization Software, R (Software), Data Storytelling, Data Analysis, Network Model, Database Theory, Social Sciences, Statistical Analysis, Machine Learning, Machine Learning Methods, Diagram Design, Data Manipulation
★ 4.3 (19) · 中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: Image Analysis, Model Training, Supervised Learning, Applied Machine Learning, Model Evaluation, Machine Learning Methods, Demand Planning, Artificial Intelligence and Machine Learning (AI/ML), Predictive Modeling, Anomaly Detection, Artificial Intelligence, Convolutional Neural Networks, Model Optimization, Statistical Machine Learning, Supply Chain Management, Machine Learning, Computer Vision, Machine Learning Algorithms, Supply Chain, Natural Language Processing
★ 3.2 (15) · 中级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Computer Vision, Convolutional Neural Networks, Image Analysis, Transfer Learning, Model Training, Fine-tuning, Matlab, Artificial Neural Networks, Deep Learning, Applied Machine Learning, Classification Algorithms, Predictive Modeling, Performance Tuning
★ 4.9 (19) · 初级 · 课程 · 1-4 周

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
★ 4.4 (23) · 初级 · 指导项目 · 不超过 2 小时

University of Glasgow
您将获得的技能: Model Training, Model Evaluation, Matlab, Data Visualization, Data Preprocessing, Model Optimization, Scientific Visualization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Statistical Methods, Mathematical Software, Data Literacy, Statistical Machine Learning, Data Wrangling, Applied Mathematics, Data Validation, Data Quality, Mathematical Modeling, Engineering Analysis, Artificial Neural Networks
★ 5 (143) · 初级 · 专项课程 · 1-3 个月
Amazon Web Services
您将获得的技能: Prompt Engineering, Amazon Bedrock, AI Workflows, Agentic Workflows, Generative AI Agents, Generative AI, Amazon Web Services, AI Orchestration, Solution Architecture, AI Integrations, Artificial Intelligence, Data Quality, Model Optimization, Computer Vision, Fine-tuning, Scalability, Data Pipelines, Natural Language Processing
★ 4.6 (24) · 初级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: 模型优化, 深度学习, 机器学习, 功能工程, 应用机器学习, 微调, 人工神经网络, 模型培训, 机器学习方法, 卷积神经网络, 张力流, 模型评估, Model Evaluation, 计算机视觉, 图像分析, 分类算法
★ 4.6 (89) · 中级 · 课程 · 1-3 个月

您将获得的技能: Keras (Neural Network Library), Model Optimization, Artificial Neural Networks, Applied Machine Learning, Model Training, Deep Learning, Python Programming, Performance Tuning, Machine Learning
★ 4.6 (70) · 中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Regression Analysis, Predictive Modeling, Exploratory Data Analysis, Model Evaluation, Model Training, Statistical Machine Learning, Scikit Learn (Machine Learning Library), Supervised Learning, Machine Learning Methods, Statistical Methods, Applied Machine Learning, Machine Learning, Data Preprocessing, Decision Tree Learning, Deep Learning, Data Analysis, Test Data, Artificial Neural Networks, Data Import/Export, Python Programming
★ 4.8 (69) · 初级 · 指导项目 · 不超过 2 小时

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
★ 4.6 (71) · 初级 · 专项课程 · 1-3 个月