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。

您将获得的技能: Reinforcement Learning, Regulatory Compliance, Due Diligence, Artificial Intelligence and Machine Learning (AI/ML), Risk Analysis, Policy Analysis, Policy Development, Algorithms
中级 · 课程 · 1-4 周

您将获得的技能: Threat Modeling, Network Security, Threat Management, Vulnerability Management, Intrusion Detection and Prevention, Hardening, Computer Security Incident Management, Security Management, Cyber Threat Intelligence, Cyber Attacks, Incident Response, Cybersecurity, Network Protocols, Threat Detection, Bash (Scripting Language), Debugging, Linux, Interviewing Skills, Python Programming, SQL
攻读学位
初级 · 专业证书 · 3-6 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

您将获得的技能: Earned Value Management, Workflow Management, Business Process Automation, Change Management, Project Management, Project Controls, Performance Measurement, Automation, Predictive Modeling, AI Enablement, Strategic Communication, Data-Driven Decision-Making, Risk Analysis, Process Improvement and Optimization, Process Optimization, Analytics, Cloud-Based Integration, Generative AI, Systems Integration, Machine Learning
高级设置 · 专项课程 · 3-6 个月

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

Real Madrid Graduate School Universidad Europea
您将获得的技能: Precision Medicine, Sports Medicine, Athletic Training, Rehabilitation, Responsible AI, Data Ethics, Injury Prevention, Augmented and Virtual Reality (AR/VR), AI Personalization, Health Systems, Exercise Science, Health Technology, Artificial Intelligence, Emerging Technologies, Healthcare Ethics, Machine Learning, Human Machine Interfaces, Predictive Modeling, Risk Management, Real Time Data
初级 · 课程 · 1-4 周

您将获得的技能: Responsible AI, Generative AI, Generative Model Architectures, LLM Application, Prompt Engineering, ChatGPT, AI Enablement, AI Security, Cloud Development, AI Workflows, Data Ethics, Real Time Data, Large Language Modeling, Model Deployment, Cloud Computing Architecture, Artificial Intelligence, MLOps (Machine Learning Operations), Deep Learning, Scalability, System Monitoring
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 张力流, 机器学习, MLOps(机器学习 Operator), 数据管道, 应用机器学习, Google 云端平台, 模型部署
中级 · 项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: 探索性数据分析, Data Governance, Apache Spark, 数据叙事, 分布式计算, JSON, 数据质量, 同行评审, 数据管道, 数据建模, 统计分析, 数据分析, 数据管理, Data Management, SQL, 描述性统计, 性能指标, 解决复杂问题, 数据湖, 演讲, 数据可视化
初级 · 专项课程 · 3-6 个月

National Taiwan University
您将获得的技能: Operations Research, Mathematical Modeling, Process Optimization, Report Writing, Network Model, Applied Mathematics, Business Modeling, Industrial Engineering, Linear Algebra, Operations Management, Applied Machine Learning, Algorithms, Case Studies, Engineering Calculations, Feasibility Studies, Project Design, Engineering Management, Production Planning, Business Operations, Business Analytics
初级 · 专项课程 · 3-6 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

您将获得的技能: Image Analysis, Convolutional Neural Networks, Model Evaluation, Applied Machine Learning, Deep Learning, Computer Vision, Artificial Neural Networks, Data Preprocessing, Data Processing, Regression Analysis
初级 · 课程 · 1-4 周