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。

Universidad Austral
您将获得的技能: Supervised Learning, Deep Learning, Artificial Neural Networks, Machine Learning Algorithms, Logistic Regression, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms, Linear Algebra, Regression Analysis
初级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Mining, Health Informatics, Big Data, Applied Machine Learning, Predictive Modeling, Machine Learning, Artificial Intelligence, Random Forest Algorithm, Responsible AI, Deep Learning, Model Evaluation, Unsupervised Learning, Healthcare Industry Knowledge, Algorithms, Data Cleansing, Artificial Neural Networks
初级 · 课程 · 1-4 周

New York University
您将获得的技能: 多因素身份验证, Network Security, 网络安全, Authentication, 密码学, Encryption, 公钥基础设施, 计算机安全, 安全控制, 数据加密标准
中级 · 课程 · 1-4 周

Università di Napoli Federico II
您将获得的技能: PyTorch (Machine Learning Library), Convolutional Neural Networks, NumPy, Image Analysis, Pandas (Python Package), Matplotlib, Artificial Neural Networks, Deep Learning, Computer Vision, Transfer Learning, Keras (Neural Network Library), Jupyter, Data Manipulation, Machine Learning Methods, Scikit Learn (Machine Learning Library), Model Evaluation
中级 · 课程 · 1-3 个月
DeepLearning.AI
您将获得的技能: 计算机视觉, 数据伦理, 非结构化数据, 卷积神经网络, 空间数据分析, 缓解, 人工智能, 模型评估, 灾难恢复, 自然语言处理, 文本挖掘, 应急响应, 图像分析
初级 · 课程 · 1-4 周

您将获得的技能: MITRE ATT&CK Framework, Vulnerability Assessments, Open Web Application Security Project (OWASP), Distributed Denial-Of-Service (DDoS) Attacks, Vulnerability Scanning, Vulnerability Management, Threat Modeling, Cybersecurity, Malware Protection, Mobile Security, Cyber Threat Intelligence, Penetration Testing, Exploitation techniques, Brute-force attacks, Microsoft Intune (Mobile Device Management Software), Network Security, Cryptography, Threat Management, Threat Detection, Cloud Security
初级 · 专项课程 · 3-6 个月

您将获得的技能: Network Architecture, Network Monitoring, Load Balancing, Network Planning And Design, Virtual Networking, Microsoft Azure, Network Troubleshooting, Network Infrastructure, Network Administration, Scalability, Network Security, Computer Networking, Firewall, Virtual Private Networks (VPN), Network Routing, Virtual Machines
初级 · 课程 · 1-4 周

您将获得的技能: Model Evaluation, Data Preprocessing, PyTorch (Machine Learning Library), Transfer Learning, Model Deployment, Performance Tuning, Deep Learning, Natural Language Processing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

Google Cloud
您将获得的技能: 身份和访问管理, 云技术, 云计算架构, 网络安全, Network Security, Google 云端平台, 云基础设施, 基础设施安全, DevSecOps, 云计算, 计算机网络, 基础设施即代码(IaC), 数字化转型, 数据安全, 安全控制, 通用网络, 云安全, IT 自动化
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 数据管道, 数据预处理, 数据处理, 机器学习, 张力流, 数据存储, 实时数据, 数据建模, MLOps(机器学习 Operator), 数据转换, Keras(神经网络库), 功能工程
中级 · 课程 · 1-3 个月

The State University of New York
您将获得的技能: Injury Prevention, Child Development, Childhood Education and Development, Working With Children, Business Planning, Accident Prevention, Teaching, Family Support, Emotional Intelligence, Emergency Response, Parent Communication, Cultural Diversity, Diversity Awareness, Nutrition and Diet, Safety Training, Business, Small Business Accounting, Tax Management, Policy Development, Creativity
初级 · 专项课程 · 3-6 个月

您将获得的技能: Exploratory Data Analysis, Model Evaluation, Data Preprocessing, Regression Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Data Analysis, Matplotlib, Random Forest Algorithm, Machine Learning, Data Visualization, Decision Tree Learning, Artificial Neural Networks, Deep Learning, Python Programming
初级 · 指导项目 · 不超过 2 小时