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。

Coursera
您将获得的技能: Python 程序设计, Machine Learning 方法, 模型评估, 机器学习, 张力流, 数据预处理, 人工神经网络, 性能调整, 应用机器学习, 图像分析, Keras(神经网络库), 数据导入/导出, ChatGPT
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Responsible AI, Tensorflow, Exploratory Data Analysis, Model Deployment, Data Preprocessing, Keras (Neural Network Library), Google Cloud Platform, Data Quality, Cloud Deployment, Embeddings, Data Strategy, Machine Learning, MLOps (Machine Learning Operations), Model Evaluation, Applied Machine Learning, Unsupervised Learning, Deep Learning, Data Analysis, Artificial Neural Networks
中级 · 专项课程 · 3-6 个月

Rutgers the State University of New Jersey
您将获得的技能: 生成式人工智能, 负责任的人工智能, AI 产品战略, 数据伦理, 自然语言处理, Machine Learning 方法, 战略思维, 人工智能, 大型语言模型, 风险管理
初级 · 课程 · 1-4 周

您将获得的技能: SAS (Software), Data Analysis Software, R (Software), Advanced Analytics, R Programming, Recurrent Neural Networks (RNNs), Big Data, Image Analysis, Time Series Analysis and Forecasting, Natural Language Processing, Statistical Programming, Jupyter, Predictive Modeling, Deep Learning, Restful API, Convolutional Neural Networks, Artificial Neural Networks
混合 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Retrieval-Augmented Generation, LangChain, AI Orchestration, Database Development, SQL, LLM Application, Query Languages, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing
初级 · 项目 · 不超过 2 小时

您将获得的技能: Generative Adversarial Networks (GANs), Exploratory Data Analysis, Model Deployment, Keras (Neural Network Library), NumPy, Transfer Learning, PyTorch (Machine Learning Library), Predictive Modeling, Matplotlib, Data Analysis, Artificial Intelligence, Data Preprocessing, Development Environment, Pandas (Python Package), Deep Learning, Classification And Regression Tree (CART), Artificial Neural Networks, Image Analysis, Machine Learning, Data Science
中级 · 专项课程 · 3-6 个月

University of Colorado Boulder
您将获得的技能: 计算机视觉, 卷积神经网络, 计算思维, 人工神经网络, 计算机图形学, 心理学, 图像分析, 深度学习, 人工智能和机器学习(AI/ML)
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Keras (Neural Network Library), Data Preprocessing, Deep Learning, Artificial Neural Networks, Tensorflow, Applied Machine Learning, Feature Engineering, Property and Real Estate, Predictive Modeling, Data Cleansing, Data Manipulation, Machine Learning, Real Estate, Regression Analysis, Python Programming
初级 · 指导项目 · 不超过 2 小时

LearnQuest
您将获得的技能: Python 程序设计, 分类算法, 决策树学习, 机器学习, 模型评估, Scikit-learn (机器学习库), 张力流, 人工神经网络, 随机森林算法, 深度学习, Keras(神经网络库), 回归分析
中级 · 课程 · 1-4 周
Duke University
您将获得的技能: Responsible AI, Large Language Modeling, Generative AI, Artificial Intelligence, Model Evaluation, Python Programming, Applied Machine Learning, Machine Learning, Visualization (Computer Graphics), Deep Learning, Plot (Graphics), Artificial Neural Networks
中级 · 课程 · 1-4 周

O.P. Jindal Global University
您将获得的技能: Supervised Learning, Tensorflow, Applied Machine Learning, Image Analysis, Artificial Neural Networks, Scikit Learn (Machine Learning Library), Python Programming, Convolutional Neural Networks, Machine Learning, Deep Learning, Unstructured Data, NumPy, Classification Algorithms, Matplotlib, Natural Language Processing, Text Mining, Pandas (Python Package), Regression Analysis, Model Evaluation
攻读学位
初级 · 课程 · 1-3 个月

University of California San Diego
您将获得的技能: Python 程序设计, 分类算法, 自然语言处理, Machine Learning 方法, 模型评估, 统计方法, 数据预处理, Data Validation, 回归分析, 功能工程, 监督学习, 预测建模
中级 · 课程 · 1-4 周