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: 模型优化, 深度学习, 模型部署, 人工神经网络, MLOps(机器学习运营), 生成式人工智能, 卷积神经网络, PyTorch(机器学习库), 计算机视觉, 生成模型架构, 嵌入, 软件可视化, 大型语言建模
中级 · 课程 · 1-4 周

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
中级 · 指导项目 · 不超过 2 小时

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
攻读学位
中级 · 专项课程 · 3-6 个月

SkillUp
您将获得的技能: 数据可视化, 商业智能, 仪表板创建, 数据分析, 演讲, 自然语言处理, 人工智能, 交互式数据可视化, 生成式人工智能, 法学硕士申请, 商业智能软件, 查询语言, 数据展示, 负责任的人工智能, 信息图表, 大型语言建模, 数据伦理
中级 · 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
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
中级 · 专项课程 · 3-6 个月

Yonsei University
您将获得的技能: 数据预处理, Java, 文本挖掘, 非结构化数据, 功能工程, 机器学习方法, 自然语言处理, 数据挖掘, 监督学习, 无监督学习, 分析, 数据处理, 分类算法
中级 · 课程 · 1-3 个月

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
初级 · 指导项目 · 不超过 2 小时

O.P. Jindal Global University
您将获得的技能: Model Evaluation, Supervised Learning, Model Training, Scikit Learn (Machine Learning Library), Tensorflow, Model Deployment, Applied Machine Learning, Artificial Neural Networks, Python Programming, NumPy, Machine Learning Algorithms, Matplotlib, Deep Learning, Image Analysis, Machine Learning, Model Optimization, Embeddings, Pandas (Python Package), Natural Language Processing
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初级 · 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
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

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