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。

您将获得的技能: Generative AI, Oracle Cloud, Large Language Modeling, Generative Model Architectures, Machine Learning Methods, Artificial Intelligence, Applied Machine Learning, Supervised Learning, Machine Learning Algorithms, Deep Learning, Machine Learning, Artificial Neural Networks, Oracle Cloud Applications, AI literacy, Unsupervised Learning, Model Training, Recurrent Neural Networks (RNNs)
初级 · 课程 · 1-4 周

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
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

University of Colorado Boulder
您将获得的技能: Model Evaluation, 深度学习, 模型优化, 机器学习, 图像分析, 卷积神经网络, 微调, 功能工程, 分类算法, 人工神经网络, 模型评估, 计算机视觉, 应用机器学习, 机器学习方法, 模型培训, 张力流
攻读学位
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

Google Cloud
您将获得的技能: 生成式人工智能, 生成模型架构, 模型部署, 人工神经网络, Keras(神经网络库), 机器学习方法, 模型培训, 张力流
高级设置 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Model Training, Artificial Intelligence, Computer Vision, Machine Learning Methods, Applied Machine Learning, Network Architecture
中级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: 生物信息学, Model Evaluation, 科学可视化, 机器学习, 降维, 分子生物学, 预测建模, 功能工程, 预测分析, Pandas(Python 软件包), 无监督学习, 数据预处理, 人工神经网络, 模型评估, 医学科学与研究, 数据操作, 应用机器学习, 药物开发, 机器学习方法, 模型培训
中级 · 课程 · 1-4 周

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

您将获得的技能: Model Deployment, Application Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, AI Integrations, Model Evaluation, Machine Learning, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Continuous Monitoring, Data Science, Python Programming, Design Thinking
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Convolutional Neural Networks, Model Training, Data Preprocessing, Image Analysis, Predictive Modeling, Deep Learning, Keras (Neural Network Library), Tensorflow, Data Processing, Model Optimization, Computer Vision, Artificial Neural Networks, Recurrent Neural Networks (RNNs), Data Transformation, Financial Forecasting, Applied Machine Learning, Feature Engineering, Statistical Visualization, Python Programming
初级 · 专项课程 · 1-3 个月

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