神经网络课程可以帮助您学习架构设计、反向传播、激活函数和优化技术的基础知识。您可以掌握训练模型、调整超参数和评估性能指标的技能。许多课程介绍了 TensorFlow 和 PyTorch 等工具,这些工具支持在图像识别、自然语言处理和预测分析等实际应用中实现神经网络。
University of Michigan
您将获得的技能: Python 程序设计, 无监督学习, 机器学习, 决策树学习, 监督学习, 人工神经网络, 分类算法, Scikit-learn (机器学习库), 回归分析, 预测建模, 功能工程, 应用机器学习, 模型评估, 随机森林算法
中级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: Algorithm, 数据预处理, 统计建模, 概率与统计, Machine Learning 方法, 马尔可夫模型, 人工神经网络, 自然语言处理, 嵌入, 文本挖掘
中级 · 课程 · 1-4 周
DeepLearning.AI
您将获得的技能: 分布式计算, 可视化(计算机制图), 自动编码器, 张力流, 生成对抗网络 (GAN), 网络架构, 卷积神经网络, 迁移学习, 人工神经网络, 计算机视觉, 分类算法, Keras(神经网络库), 性能调整, 生成式人工智能, 生成模型架构, 深度学习, 模型评估, 图像分析
中级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Design Research, Persona (User Experience), User Interface and User Experience (UI/UX) Design, Design Software, AI Workflows, User Interface (UI) Design, Brainstorming, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Large Language Modeling, Human Centered Design, User Story, Wireframing, Deep Learning, Ideation
初级 · 专项课程 · 1-3 个月

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

您将获得的技能: IT Security Architecture, Computer Networking, Operating System Administration, Package and Software Management, Network Troubleshooting, Version Control, IT Automation, Systems Administration, IT Infrastructure, TCP/IP, Git (Version Control System), Chef (Configuration Management Tool), Network Security, Ruby (Programming Language), File Systems, Microsoft Windows, Computer Hardware, Technical Support, Interviewing Skills, Applicant Tracking Systems
攻读学位
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: Model Deployment, PyTorch (Machine Learning Library), Generative AI, Deep Learning, Transfer Learning, MLOps (Machine Learning Operations), Convolutional Neural Networks, Software Visualization, Model Evaluation, Computer Vision
中级 · 课程 · 1-4 周

您将获得的技能: 网络威胁情报, Prompt Engineering, 网络安全, 异常检测, 漏洞管理, 安全信息与事件管理(SIEM), 恶意软件保护, 原型设计, 生成式人工智能, 威胁检测, AI 安全, 提示模式, 人工智能和机器学习(AI/ML), 深度学习, 威胁建模, 人工智能, ChatGPT, 事件管理, AI 工作流程, 事件响应
中级 · 专项课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Artificial Intelligence, AI Product Strategy, Artificial Neural Networks, Deep Learning, Business Analytics, Responsible AI, Data Ethics, Machine Learning, Digital Transformation, Data Science
初级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Exploratory Data Analysis, Prompt Patterns, LangChain, Large Language Modeling, Retrieval-Augmented Generation, Model Evaluation, Unsupervised Learning, Generative Model Architectures, PyTorch (Machine Learning Library), ChatGPT, Generative AI, Restful API, LLM Application, Keras (Neural Network Library), Data Transformation, Supervised Learning, Responsible AI, Vector Databases, Data Import/Export
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Convolutional Neural Networks, Supervised Learning, Applied Machine Learning, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, NumPy, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周

您将获得的技能: Generative Model Architectures, Generative AI, AI Product Strategy, Large Language Modeling, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Business Strategy, Data Strategy, Data Ethics, Artificial Neural Networks, Process Improvement, Process Improvement and Optimization, Cloud Computing, Operational Efficiency, Process Optimization, Big Data, Customer Service, Natural Language Processing, User Experience, Marketing
混合 · 课程 · 1-3 个月