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。

Politecnico di Milano
您将获得的技能: 机器学习, 人工智能, 自然语言处理, 计算机视觉, 机器人, 分类学, 深度学习, AI 赋能
初级 · 课程 · 1-3 个月

您将获得的技能: Hugging Face, Large Language Modeling, Transfer Learning, Text Mining, Semantic Web, Tensorflow, PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Embeddings, Python Programming, Applied Machine Learning, Unsupervised Learning
中级 · 课程 · 1-4 周
Alberta Machine Intelligence Institute
您将获得的技能: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, LLM Application, Data Ethics, AI Workflows, Business Ethics, ChatGPT, AI Enablement, AI Product Strategy, Case Studies, Regulatory Requirements, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science
初级 · 专项课程 · 1-3 个月

您将获得的技能: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics
中级 · 课程 · 1-3 个月

Cisco Learning and Certifications
您将获得的技能: Virtual Private Networks (VPN), Firewall, Session Initiation Protocols, Remote Access Systems, Network Security, Network Architecture, Network Routing, Interoperability, Network Protocols, Telecommunications, Encryption, Communication Systems, Infrastructure Architecture, Scalability
初级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 云计算, 云存储, 云计算架构, 命令行界面, Google 云端平台, 云基础设施, 网络架构, 基础设施即服务(IaaS), 虚拟网络化, 防火墙, Virtual Machine
中级 · 课程 · 1-4 周

Universidad Nacional Autónoma de México
您将获得的技能: Learning Strategies, Learning Theory, Human Learning, Quick Learning, Self-Motivation, Lifelong Learning, Literacy, Mental Concentration, Willingness To Learn, Cognitive flexibility, Critical Thinking, Productivity, Personal Development, Self-Awareness, Growth Mindedness, Goal Setting
混合 · 课程 · 1-4 周

您将获得的技能: Debugging, Python Programming, Cybersecurity, Scripting, Programming Principles, IT Automation, Algorithms, Automation, Computer Programming, File Management, Data Structures
初级 · 课程 · 1-4 周

Coursera
您将获得的技能: Python 程序设计, 机器学习, JSON, 数据操作, 非结构化数据, 实时数据, 数据预处理, 大型语言模型, 生成式人工智能, 模型评估, 性能指标, OpenAI 应用程序接口, OpenAI
中级 · 指导项目 · 不超过 2 小时

University of California, Davis
您将获得的技能: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis
中级 · 课程 · 1-4 周

Northeastern University
您将获得的技能: Data Storytelling, Software Quality Assurance, Open Web Application Security Project (OWASP), Text Mining, Database Design, Agile Software Development, Software Development Life Cycle, Data Governance, Unsupervised Learning, Interactive Data Visualization, Software Architecture, Plotly, Cybersecurity, Classification Algorithms, PyTorch (Machine Learning Library), Loans, Statistical Hypothesis Testing, Java, Depreciation, Probability & Statistics
获得学位
学位 · 1-4 年
多位教师
您将获得的技能: 调试, 交互式数据可视化, 软件设计, 事件驱动编程, 数据分析, 用户界面(UI), Algorithm, 面向对象编程(OOP), 单元测试, Java 编程, 数据结构, 计算机编程, 面向对象设计, 文件输入/输出, 密码学, 解决问题, JUnit, 软件工程, 性能调整, Java
初级 · 专项课程 · 3-6 个月