应用机器学习课程可以帮助您学习数据预处理、模型选择、Feature Engineering 和 Evaluation 指标。您可以掌握在实际环境中实施算法、优化性能和解释结果的技能。许多课程介绍 Python、TensorFlow 和 Scikit-learn 等工具,这些工具支持开发机器学习模型和应用 AI 技术解决实际问题。

Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, Ideation, Verification And Validation, LLM Application, Productivity, OpenAI, AI Personalization, Responsible AI, AI Enablement, Creativity, Large Language Modeling, Artificial Intelligence, Risk Management Framework, Expense Management, Productivity Software, Travel Arrangements, Test Case
初级 · 专项课程 · 1-3 个月

University of Glasgow
您将获得的技能: Matlab, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Applied Mathematics
初级 · 课程 · 1-4 周

University of Toronto
您将获得的技能: 计算机视觉, 深度学习, 数学建模, 控制系统, 估算, 线性代数, 应用数学, 机器人, Machine Learning 方法, 全球定位系统
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月

Google Cloud
您将获得的技能: Cloud Infrastructure, Identity and Access Management, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Kubernetes, Infrastructure As A Service (IaaS), Containerization, Cloud Deployment, Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Services, Load Balancing, Service Level Agreement
中级 · 专项课程 · 3-6 个月

Johns Hopkins University
您将获得的技能: Social Network Analysis, Network Analysis, Responsible AI, Graph Theory, Machine Learning, Applied Machine Learning, Research, Model Evaluation, Social Sciences, Statistical Analysis, Amazon Web Services, R Programming, Tensorflow, Data Ethics, Artificial Intelligence and Machine Learning (AI/ML), Research Design, Sociology, Driving engagement, Machine Learning Methods, Behavioral Economics
中级 · 专项课程 · 3-6 个月

Korea Advanced Institute of Science and Technology(KAIST)
您将获得的技能: 机器学习, 深度学习, 数学建模, 线性代数, 应用数学, 人工智能, 监督学习
初级 · 课程 · 1-3 个月

Imperial College London
您将获得的技能: 卷积神经网络, 模型评估, 深度学习, 张力流, 嵌入, 迁移学习, 数据管道, Keras(神经网络库), 递归神经网络 (RNN), 自然语言处理
中级 · 课程 · 1-3 个月

Macquarie University
您将获得的技能: Digital Forensics, Mobile Security, Anomaly Detection, AI Security, Criminal Investigation and Forensics, Cyber Security Strategy, Cyber Threat Intelligence, Threat Detection, Investigation, Cyber Attacks, File Systems, Intrusion Detection and Prevention, Fraud detection, Mobile Development, Cybersecurity, Applied Machine Learning, Malware Protection, Cyber Security Policies, Apple iOS, Artificial Intelligence and Machine Learning (AI/ML)
中级 · 专项课程 · 3-6 个月

您将获得的技能: Amazon Web Services, AWS Identity and Access Management (IAM), Amazon S3, Information Architecture, Machine Learning
初级 · 指导项目 · 不超过 2 小时
University of Michigan
您将获得的技能: 数据处理, 开发环境, 数据结构, 软件安装, 数据操作, 数据分析, Python 程序设计
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 统计, 统计假设检验, 模型评估, 统计方法, 数据可视化软件, 贝叶斯统计, 统计可视化, Matplotlib, 回归分析, 统计机器学习, 统计分析, Python 程序设计, 抽样(统计), 统计推理, 统计软件, 数据可视化, 统计编程, 统计建模, 概率与统计, Jupyter
初级 · 专项课程 · 1-3 个月