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。

The Hong Kong University of Science and Technology
您将获得的技能: 电气工程, 工程计算, 机械, 物理学, 工程分析, 积分微积分, 几何学, 工程学, 微积分, 衍生产品, 应用数学, 高等数学, 机械工程, 电磁学
初级 · 课程 · 1-3 个月

您将获得的技能: Educational Materials, Learning Management Systems, Instructional Design, Animation and Game Design, Interaction Design, Graphic and Visual Design, Design Elements And Principles
中级 · 课程 · 3-6 个月

Google Cloud
您将获得的技能: Google 云端平台, 模型评估, 深度学习, AI 工作流程, 自然语言处理, 迁移学习, 递归神经网络 (RNN), 功能工程, 嵌入, 张力流, 人工神经网络
高级设置 · 课程 · 1-3 个月

您将获得的技能: Applied Machine Learning, Data Science, Python Programming, Scikit Learn (Machine Learning Library), NumPy, Computational Thinking, Machine Learning Algorithms, Pandas (Python Package), Data Preprocessing, Data Analysis, Exploratory Data Analysis, Programming Principles, Data Manipulation
初级 · 课程 · 1-4 周

您将获得的技能: Exploitation techniques, Penetration Testing, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Event Monitoring, Vulnerability Management, Vulnerability, Continuous Monitoring, Data Security, Network Security, Analysis, Criminal Investigation and Forensics, System Monitoring, System Configuration, Network Monitoring, Bash (Scripting Language), Scripting, Linux, Python Programming
高级设置 · 专项课程 · 1-3 个月

University of the Arts London
您将获得的技能: PyTorch (Machine Learning Library), Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Creative Thinking, Generative AI, Artificial Neural Networks, Responsible AI, Creative Problem-Solving, Generative Model Architectures, Creative Design, Machine Learning Methods, Data Ethics, Deep Learning, Critical Thinking
初级 · 课程 · 1-4 周

The Museum of Modern Art
您将获得的技能: 自我意识, 创造性思维, 学习风格, 分析技能, 同理心, 写作, 设计思维, 学习策略
中级 · 课程 · 1-4 周

The University of Edinburgh
您将获得的技能: 心理学, 科学与研究, 人工智能, 人类学习, 人类学, 机器人, 人为因素
混合 · 课程 · 1-3 个月

您将获得的技能: Bash (Scripting Language), Test Automation, Unit Testing, Scripting, Software Testing, Linux Commands, Test Driven Development (TDD), Unix Commands, Development Environment, Operating Systems, Command-Line Interface, File Management, OS Process Management, File Systems, Automation, Python Programming
初级 · 课程 · 1-3 个月

Khalifa University
您将获得的技能: Data Strategy, Customer Relationship Management (CRM) Software, AI Personalization, AI Enablement, Sales Enablement, Model Deployment, Feature Engineering, Data Governance, Responsible AI, Model Evaluation, Data Preprocessing, Transfer Learning, Data Quality, Customer Data Management, Sales Management, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Reinforcement Learning, Natural Language Processing
初级 · 专项课程 · 3-6 个月

您将获得的技能: Threat Modeling, Data Loss Prevention, Mobile Security, DevSecOps, MLOps (Machine Learning Operations), Vulnerability Scanning, LLM Application, Site Reliability Engineering, Security Engineering, Anomaly Detection, Application Security, Responsible AI, Security Controls, Data Security, Incident Response, CI/CD, Infrastructure Security, Continuous Monitoring, Penetration Testing, Process Optimization
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 物联网, 需求分析, 应用编程接口 (API), 调试, Network Protocol(网络协议, Linux, 功能要求, 基本电气系统, 电子元件, 系统设计, 自动化工程, 嵌入式软件, Operating System 管理, 测试计划, 操作系统, TCP/IP, Python 程序设计, 用户需求文件, 电子产品, 嵌入式系统
初级 · 专项课程 · 3-6 个月