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。

您将获得的技能: Regression Analysis, Exploratory Data Analysis, Model Evaluation, Scikit Learn (Machine Learning Library), Supervised Learning, Applied Machine Learning, Machine Learning, Data Preprocessing, Deep Learning, Statistical Analysis, Data Analysis, Artificial Neural Networks, Data Import/Export, Matplotlib, Python Programming
初级 · 指导项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: Statistical Machine Learning, Data Preprocessing, Model Evaluation, PyTorch (Machine Learning Library), Statistical Methods, Probability, Probability & Statistics, Sampling (Statistics), Logistic Regression, Deep Learning, Probability Distribution, Supervised Learning, Statistics, Machine Learning Methods, Machine Learning, Agentic systems, Artificial Intelligence, Artificial Neural Networks, Algorithms, Python Programming
中级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Responsible AI, Model Deployment, Tensorflow, Exploratory Data Analysis, Data Quality, Applied Machine Learning, Data Preprocessing, Machine Learning, Keras (Neural Network Library), Google Cloud Platform, MLOps (Machine Learning Operations), Data Cleansing, Data Strategy, Scikit Learn (Machine Learning Library), Dataflow, Artificial Neural Networks, Model Evaluation, Logistic Regression, Performance Tuning
中级 · 专项课程 · 3-6 个月

LearnQuest
您将获得的技能: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
初级 · 专项课程 · 1-3 个月

Coursera
您将获得的技能: Python 程序设计, Machine Learning 方法, 人工神经网络, ChatGPT, 性能调整, 机器学习, 数据导入/导出, 数据预处理, 张力流, 应用机器学习, Keras(神经网络库), 图像分析, 模型评估
中级 · 指导项目 · 不超过 2 小时
University of Maryland, College Park
您将获得的技能: AI Personalization, Responsible AI, Deep Learning, Forecasting, Business Leadership, Risk Management, Business Analytics, Machine Learning, Analytics, Artificial Intelligence, Marketing Analytics, Applied Machine Learning, Customer Analysis, Supply Chain Management, Data-Driven Decision-Making, Big Data, People Analytics
中级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: AI Personalization, Video Production, Media Production, Photo/Video Production and Technology, Video Editing, Videography, Image Analysis, Storytelling, Generative AI, Artificial Intelligence, Real Time Data, AI Workflows, Image Quality, Editing, Deep Learning
中级 · 课程 · 1-3 个月
University of Pennsylvania
您将获得的技能: 心理学, 克服障碍, 生产率, 个人发展, 建立关系, 积极性, 自我意识, 情绪商数, 研究设计, 研究, 研究方法, 增强能力, 定性研究, 认知灵活性, 积极行为支持, 乐观主义, 弹性, 移情与情商, 设定目标, 智能目标
初级 · 专项课程 · 3-6 个月

New York University
您将获得的技能: 防火墙, 公钥基础设施, 移动安全, 应用安全, 网络风险, 网络安全, Network Security, 数据加密标准, 威胁检测, 网络安全战略, 安全工程, 企业安全, 密码学, 基础设施安全, 计算机安全, 网络攻击, 威胁建模, Distributed Denial-Of-Service (DDoS) 攻击, Authentication, 网络安全政策
初级 · 专项课程 · 3-6 个月

DeepLearning.AI
您将获得的技能: 深度学习, 分布式计算, 性能调整, Keras(神经网络库), 张力流
中级 · 课程 · 1-4 周

University of Illinois Urbana-Champaign
您将获得的技能: Python 程序设计, 无监督学习, 模型部署, 自动编码器, 递归神经网络 (RNN), 健康信息学, 人工神经网络, 深度学习, 应用机器学习, 卷积神经网络, 医学影像, 嵌入, 图像分析, 降维, 预测建模, 模型评估
高级设置 · 课程 · 1-4 周

Google Cloud
您将获得的技能: Distributed Denial-Of-Service (DDoS) Attacks, Google Cloud Platform, Cloud Infrastructure, Load Balancing, Prompt Engineering, Kubernetes, Network Monitoring, Containerization, Virtual Networking, Network Architecture, Network Security, Cloud Storage, Cloud Services, Identity and Access Management, Application Deployment, Virtual Machines, Network Routing, Network Planning And Design, Virtual Private Networks (VPN), Hybrid Cloud Computing
中级 · 专项课程 · 3-6 个月