卷积神经网络课程可以帮助您学习图像分类、Object Detection 和 Feature Extraction 技术。您可以掌握优化神经网络 Architecture、实施数据 Augmentation 策略以及针对特定任务对模型进行微调的技能。许多课程介绍了 TensorFlow 和 Keras 等工具,这些工具支持构建和训练 CNN,以及评估模型性能和部署计算机视觉和 AI 驱动解决方案等领域应用的方法。

您将获得的技能: Convolutional Neural Networks, Tensorflow, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Applied Machine Learning, Data Collection, Software Visualization
初级 · 项目 · 不超过 2 小时

您将获得的技能: Test Driven Development (TDD), Image Analysis, Computer Vision, Machine Learning Methods, Artificial Intelligence and Machine Learning (AI/ML), Convolutional Neural Networks, Deep Learning, Keras (Neural Network Library), Tensorflow, Python Programming, Data Preprocessing, Development Environment, Jupyter, NumPy
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: 嵌入, Keras(神经网络库), 递归神经网络 (RNN), Model Evaluation, 自然语言处理, 应用机器学习, Transfer Learning, PyTorch(机器学习库)
中级 · 课程 · 1-4 周

您将获得的技能: Generative Adversarial Networks (GANs), Transfer Learning, Artificial Neural Networks, Keras (Neural Network Library), Image Analysis, Convolutional Neural Networks, PyTorch (Machine Learning Library), Deep Learning, Tensorflow, Data Preprocessing, Embeddings, Network Architecture, Matplotlib, Jupyter, NumPy
高级设置 · 课程 · 3-6 个月

您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, Transfer Learning, Model Evaluation, Image Analysis, Computer Vision, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: PyTorch (Machine Learning Library), Data Preprocessing, Transfer Learning, Convolutional Neural Networks, Medical Imaging, Radiology, Image Analysis, Deep Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: Google 云端平台, 卷积神经网络, 计算机视觉, 数据预处理, 人工神经网络, Model Evaluation, 功能工程, 深度学习, 张力流, 应用机器学习, 云 API, Transfer Learning, 分类算法, 图像分析
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: Tensorflow, Keras (Neural Network Library), Data Synthesis, Convolutional Neural Networks, Image Analysis, Computer Vision, Artificial Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Machine Learning, Python Programming
中级 · 指导项目 · 不超过 2 小时

Cisco Learning and Certifications
您将获得的技能: 授权(计算), 网络管理, 网络基础设施, Authentication, 基础设施安全, 负载平衡, 网络监控, TCP/IP, 脆弱性评估, 防火墙, 恶意软件保护, 网络应用, Network Protocol(网络协议, Network Security, 入侵检测和防御, Distributed Denial-Of-Service (DDoS) 攻击, 通用网络
混合 · 课程 · 1-4 周

Cisco Learning and Certifications
您将获得的技能: OSI Models, Network Security, Network Protocols, Network Architecture, Network Performance Management, Network Monitoring, Role-Based Access Control (RBAC), Network Troubleshooting, Network Administration, Computer Networking, TCP/IP, Network Planning And Design, Cybersecurity, Routing Protocols, Firewall, Network Routing, Network Analysis, IT Infrastructure, Cloud Computing, Automation
初级 · 专项课程 · 3-6 个月

University of Colorado System
您将获得的技能: 系统编程, 数字通信, 网络规划与设计, Networking 路由器, 计算机网络, TCP/IP, Network Protocol(网络协议, 网络架构, 数据完整性, OSI 模型
中级 · 课程 · 1-3 个月

您将获得的技能: PyTorch (Machine Learning Library), Image Analysis, Convolutional Neural Networks, Computer Vision, Transfer Learning, Applied Machine Learning, Model Evaluation, Deep Learning
中级 · 指导项目 · 不超过 2 小时