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 Colorado System
您将获得的技能: 自然语言处理, 临床研究, 数据操作, 数据库设计, 数据建模, 临床数据管理, 遵守《健康保险可携性与责任法案》(HIPAA), 医疗隐私, Google Cloud 平台, 数据映射, 预测建模, 信息学, R(软件), 临床信息学, R 程序设计, 文本挖掘, 数据质量, Tidyverse(R 软件包), 摘录, grep
★ 4.4 (492) · 中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 自然语言处理, 数据分析, 应用机器学习, 数据挖掘, 分类算法, 统计机器学习, 无监督学习, 相关性分析, 统计分析, 数据驱动决策, 生成模型架构, 分析, 文本挖掘, 统计方法, 概率与统计, 概率分布, 非结构化数据, 模型优化
★ 4.5 (741) · 混合 · 课程 · 1-3 个月

Pragmatic AI Labs
您将获得的技能: Retrieval-Augmented Generation, Rust (Programming Language), Code Coverage, grep, Generative AI, Data Pipelines, Embeddings, Program Development, Large Language Modeling, GitHub, Natural Language Processing, Vector Databases, Query Languages, Applied Machine Learning, Software Engineering
中级 · 课程 · 1-4 周

您将获得的技能: Reinforcement Learning, Deep Learning, Model Optimization, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Machine Learning, Model Training, Applied Machine Learning, Natural Language Processing, Performance Tuning
高级设置 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Generative AI, Generative Model Architectures, Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Large Language Modeling, Artificial Neural Networks, Deep Learning, Model Optimization, Bayesian Network, Machine Learning Methods, Natural Language Processing, Model Training, Probability & Statistics, Probability Distribution
中级 · 课程 · 1-3 个月
Madecraft
您将获得的技能: AI Personalization, MarTech, Applied Machine Learning, Machine Learning Methods, AI Enablement, Data-Driven Marketing, Marketing, Generative AI, Machine Learning, Natural Language Processing, Data Strategy, Data Quality, Data Literacy, Personalized Campaigns, Text Mining, Culture Transformation, Artificial Intelligence, Prompt Engineering, AI Workflows, Computer Vision
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 机器学习方法, 人工神经网络, 数学建模, 微积分, 数值分析, 深度学习, 应用机器学习, 应用数学, 衍生产品, 计算机编程, Python 编程, 机器学习, 数据可视化, 模型优化
★ 4.8 (956) · 中级 · 课程 · 1-4 周

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Model Training, Fine-tuning, Deep Learning, Machine Learning Methods, Image Quality, Generative AI, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, Machine Learning, Classification Algorithms, Software Visualization
★ 4.7 (369) · 初级 · 专业证书 · 3-6 个月

LearnKartS
您将获得的技能: Model Context Protocol, Agentic systems, Vector Databases, Retrieval-Augmented Generation, Prompt Engineering, Tool Calling, Google Gemini, Agentic Workflows, AI Workflows, Generative AI Agents, Server Side, Node.JS, Scalability, MongoDB, Embeddings, Large Language Modeling, Natural Language Processing, Web Development, Machine Learning, Javascript
初级 · 专项课程 · 1-3 个月

Northeastern University
您将获得的技能: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Large Language Modeling, Autoencoders, Model Evaluation, Embeddings, Model Optimization, Natural Language Processing, Model Training, Bayesian Statistics, Statistical Methods, Sampling (Statistics), Probability Distribution
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Deep Learning, Model Optimization, Model Training, Convolutional Neural Networks, PyTorch (Machine Learning Library), Tensorflow, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Methods, Computer Vision, Recurrent Neural Networks (RNNs), Model Evaluation, Artificial Neural Networks, Natural Language Processing
中级 · 课程 · 1-3 个月

Whizlabs
您将获得的技能: AWS SageMaker, Amazon Bedrock, Generative AI, Generative AI Agents, MLOps (Machine Learning Operations), Retrieval-Augmented Generation, Prompt Engineering, Amazon Web Services, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Model Training, Agentic Workflows, Artificial Intelligence, Natural Language Processing, Model Deployment, Image Analysis, Computer Vision, Data Wrangling
初级 · 课程 · 1-4 周