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: Generative AI Agents, Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, Agentic systems, Agentic Workflows, LLM Application, Productivity, Email Automation, AI Personalization, Make.com, AI Enablement, AI Workflows, OpenAI, Expense Management, Expense Reports, Large Language Modeling, Artificial Intelligence, Automation
初级 · 专项课程 · 3-6 个月

您将获得的技能: Email Automation, Agentic Workflows, AI Workflows, Multimodal Prompts, Tool Calling, Calendar Management, Machine Learning Methods, Scheduling, AI Security, Text Mining, Classification Algorithms, JSON
中级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Deep Learning, Artificial Neural Networks, Convolutional Neural Networks, Supervised Learning, Applied Machine Learning, Computer Vision, Recurrent Neural Networks (RNNs), Machine Learning, NumPy, Performance Tuning, Linear Algebra
中级 · 课程 · 1-4 周
Coursera
您将获得的技能: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering
中级 · 课程 · 1-4 周

Coursera
您将获得的技能: AI Security, Threat Modeling, Open Web Application Security Project (OWASP), Security Testing, Retrieval-Augmented Generation, Software Architecture, API Design, Test Automation, Vulnerability Management, Agentic systems, Systems Design, Model Evaluation, Test Driven Development (TDD), CI/CD, Python Programming, Continuous Deployment, Dependency Analysis, Large Language Modeling, Machine Learning, Performance Analysis
中级 · 专项课程 · 3-6 个月

Saïd Business School, University of Oxford
您将获得的技能: Financial Services, Artificial Intelligence, FinTech, Financial Regulation, Banking, Fraud detection, Machine Learning, Data Ethics, Natural Language Processing, AI Personalization, Deep Learning, Credit Risk, Data-Driven Decision-Making, Case Studies, Reinforcement Learning, Big Data, Algorithms, Data Management, Customer Service
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: 数据战略, 探索性数据分析, 数据伦理, 机器学习, 数据质量, 负责任的人工智能, 生成式人工智能, 应用机器学习, Machine Learning 方法, AI 赋能
中级 · 课程 · 1-4 周

您将获得的技能: Real Time Data, Model Deployment, Anomaly Detection, Artificial Intelligence and Machine Learning (AI/ML), Telecommunications, Tensorflow, Deep Learning, Artificial Intelligence, Emerging Technologies, Network Performance Management, Generative AI, Generative AI Agents, Wireless Networks, Computer Networking, Network Architecture, Responsible AI, Digital Communications, Network Protocols, System Design and Implementation, Communication
中级 · 课程 · 1-4 周

Macquarie University
您将获得的技能: AI Security, Responsible AI, Cyber Security Strategy, Cyber Attacks, Cyber Threat Intelligence, Cybersecurity, Data Security, DevSecOps, Security Engineering, Artificial Intelligence, Threat Modeling, Cyber Governance, Artificial Intelligence and Machine Learning (AI/ML), Risk Management, Encryption, Application Programming Interface (API), Machine Learning, Governance, Regulation and Legal Compliance, Applied Machine Learning
初级 · 课程 · 1-3 个月

DeepLearning.AI
您将获得的技能: Transfer Learning, Debugging, Deep Learning, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Data-Driven Decision-Making, Machine Learning, Model Evaluation, Estimation, Performance Tuning
初级 · 课程 · 1-4 周

University of California San Diego
您将获得的技能: Algorithm, 数据存储, 图论, 计划发展, 软件测试, 网络分析, 开发测试, 编程原则, 计算思维, 生物信息学, 理论计算机科学, 测试案例, Python 程序设计, 计算机编程, Java, Javascript, 调试, C 和 C++, 拉斯特(编程语言), 数据结构
中级 · 专项课程 · 3-6 个月

University of Illinois Urbana-Champaign
您将获得的技能: 模型评估, 统计方法, 机器学习算法, Algorithm, 数据结构, 无监督学习, 应用机器学习, 数据挖掘, 数据可视化
混合 · 课程 · 1-3 个月