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 Colorado Boulder
您将获得的技能: 卷积神经网络, 计算机视觉, 分类算法, 模型评估, 张力流, 机器学习, 人工神经网络, 应用机器学习, 性能调整, 图像分析, 深度学习
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中级 · 课程 · 1-3 个月

MathWorks
您将获得的技能: Computer Vision, Model Evaluation, Image Analysis, Model Deployment, Anomaly Detection, Convolutional Neural Networks, Transfer Learning, Deep Learning, Machine Learning Methods, Image Quality, Data Preprocessing, Artificial Neural Networks, Matlab, Applied Machine Learning, PyTorch (Machine Learning Library), Machine Learning, Classification Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Traffic Flow Optimization, Data Visualization
初级 · 专业证书 · 3-6 个月

DeepLearning.AI
您将获得的技能: AI 产品战略, 迁移学习, 数据驱动的决策制定, 机器学习, 调试, 模型评估, AI 工作流程, 深度学习, 性能调整, 应用机器学习, 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: Prompt Engineering, AI Product Strategy, Prompt Patterns, ChatGPT, Responsible AI, Generative AI, Google Gemini, Product Management, AI Enablement, Artificial Intelligence, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, Deep Learning, Machine Learning, Stakeholder Engagement, Context Management, Decision Making
中级 · 专项课程 · 1-3 个月

您将获得的技能: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Program Management, Risk Management, Stakeholder Engagement, AI Enablement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, Business Risk Management, Strategic Planning, Prototyping, Artificial Intelligence and Machine Learning (AI/ML), Product Lifecycle Management, AI Workflows, Deep Learning, Governance
中级 · 专项课程 · 1-3 个月

您将获得的技能: Cybersecurity, Security Controls, Information Systems Security Assessment Framework (ISSAF), Computer Security, Security Strategy, Cyber Risk, Security Information and Event Management (SIEM), Data Ethics, Network Analysis, Personally Identifiable Information, Ethical Standards And Conduct
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初级 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, 数据清理, 生成式人工智能, 探索性数据分析, 数据科学, 分类算法, 卷积神经网络, 机器学习, 强化学习, 降维, 递归神经网络 (RNN), 监督学习, 回归分析, 时间序列分析和预测, 无监督学习, 深度学习, 功能工程, 人工智能和机器学习(AI/ML), 自动编码器, 生成对抗网络 (GAN)
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中级 · 专业证书 · 3-6 个月

Deep Teaching Solutions
您将获得的技能: Prompt Engineering, Multimodal Prompts, Creative Thinking, ChatGPT, Learning Strategies, Curiosity, Critical Thinking, Generative AI, Artificial Intelligence, Constructive Feedback, Artificial Neural Networks, Technical Communication
初级 · 课程 · 1-4 周

您将获得的技能: Application Performance Management, Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Kubernetes, Cloud Infrastructure, Identity and Access Management, Data Loss Prevention, Load Balancing, System Monitoring, Prompt Engineering, Network Monitoring, Cloud Computing Architecture, Containerization, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Security, Network Routing, Cloud Security, Virtual Private Networks (VPN)
攻读学位
中级 · 专业证书 · 3-6 个月

IBM
您将获得的技能: Python 程序设计, 探索性数据分析, 机器学习, Scikit-learn (机器学习库), 人工神经网络, 技术交流, 数据分析, 无监督学习, 应用机器学习, 数据展示, 监督学习, Keras(神经网络库), 回归分析
高级设置 · 课程 · 1-3 个月

您将获得的技能: Network Security, Mobile Security, System Monitoring, Network Monitoring, Security Controls, Internet Of Things, Wireless Networks, Application Security, Information Systems Security, Continuous Monitoring, Authorization (Computing), Cybersecurity, Identity and Access Management, Cyber Attacks, General Networking, Authentications, Cloud Security, TCP/IP, Cloud Services, Cloud Platforms
混合 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: AI Product Strategy, Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Technical Management, Machine Learning, Responsible AI, Data Ethics, Data Science
初级 · 课程 · 1-3 个月