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。

Northeastern University
您将获得的技能: Generative AI, Large Language Modeling, Supervised Learning, Applied Machine Learning, Artificial Intelligence, Responsible AI, Machine Learning, Healthcare Industry Knowledge, Data Ethics, AI Personalization, Predictive Analytics, Precision Medicine, Health Informatics
混合 · 课程 · 1-4 周
您将获得的技能: Data Preprocessing, Data Pipelines, Java, Data Processing, Feature Engineering, Data Cleansing, Data Quality, Data Transformation, Data Validation, Data Access, Continuous Monitoring, Unit Testing, Object Oriented Programming (OOP)
中级 · 课程 · 1-4 周
National Taiwan University
您将获得的技能: Mental Concentration, Psychology, Self-Awareness, Artificial Intelligence, Human Learning, Personal Development, Emotional Intelligence, Goal Setting, Critical Thinking, Relationship Building, Mindfulness
初级 · 课程 · 1-3 个月

National Taiwan University
您将获得的技能: Artificial Intelligence, Computational Logic, Simulations, Computer Science, Computational Thinking, Programming Principles, Game Design, Algorithms, Machine Learning
初级 · 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

Universidad Austral
您将获得的技能: Web Scraping, Natural Language Processing, Data Integration, Data Processing, MLOps (Machine Learning Operations), Data Preprocessing, Data Cleansing, Artificial Neural Networks, Data Manipulation, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Applied Machine Learning, Text Mining, Jupyter, Pandas (Python Package), Application Lifecycle Management, Systems Architecture, Analysis, Deep Learning, Python Programming
初级 · 专项课程 · 3-6 个月

UNSW Sydney (The University of New South Wales)
您将获得的技能: 估算, 物理科学, 实验, 物理学, 工程分析, 数学建模, 测量系统, 应用数学, 机械, 工程计算
初级 · 课程 · 1-3 个月

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 California San Diego
您将获得的技能: 图论, Algorithm, 理论计算机科学, 概率分布, 数据结构, 密码学, Python 程序设计, 计算思维, Encryption, 网络分析, 组合学, 可视化(计算机制图), 演绎推理, 网络安全, 贝叶斯统计, 算术, 概率, 公钥加密标准(PKCS), 计算逻辑, 逻辑推理
初级 · 专项课程 · 3-6 个月

您将获得的技能: Prompt Engineering, Multimodal Prompts, Prompt Patterns, AI Enablement, AI Personalization, LLM Application, Ideation, Solution Design
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 大型语言模型, 机器学习, 创新, Google 云端平台, 数据建模, 数据伦理, 负责任的人工智能, 人工智能, 生成式人工智能, 数据质量, AI 安全, 非结构化数据, 深度学习, 数据扫盲
初级 · 课程 · 1-4 周
您将获得的技能: Containerization, LangChain, Microservices, Application Deployment, Cloud Deployment, Docker (Software), Kubernetes, LLM Application, Large Language Modeling, MLOps (Machine Learning Operations), Prometheus (Software), API Design, Scalability, System Monitoring, Performance Testing, Grafana
中级 · 课程 · 1-4 周