Python 机器学习课程可以帮助您学习数据操作、算法实现、模型评估和 Feature Selection。您可以掌握数据 Visualization、超参数调整和理解 Neural Network 的技能。许多课程都会介绍 TensorFlow、Scikit-learn 和 Pandas 等工具,这些工具支持将您的技能应用到实际项目中,使您能够创建预测模型并有效分析复杂的数据集。
Rice University
您将获得的技能: Python 程序设计, 数据结构, 用户界面(UI), 面向对象编程(OOP), 计算机编程, 调试, 动画, 游戏设计, 应用程序开发, 互动设计
初级 · 课程 · 1-4 周

DeepLearning.AI
您将获得的技能: 机器学习, 张力流, 移动开发, Swift 编程, 应用机器学习, 模型部署, 嵌入式系统, 安卓开发, iOS 开发, 计算机视觉
中级 · 课程 · 1-4 周

University of Colorado Boulder
您将获得的技能: Python 程序设计, 数据操作, 数据结构, 脚本, Matplotlib, 软件包和软件管理, 数据可视化软件, 脚本语言, 绘图(图形), 数据导入/导出, 编程原则, 计算机编程, NumPy, Seaborn, 柱状图, 软件工程, Pandas(Python 软件包), 数据可视化, 功能设计, 数据科学
初级 · 专项课程 · 1-3 个月

University of Leeds
您将获得的技能: Jupyter, Programming Principles, Computer Programming, Python Programming, Development Environment, Scripting, Software Installation, Data Structures, Data Science
初级 · 课程 · 1-4 周

Universidad Austral
您将获得的技能: Software Documentation, Object Oriented Design, Unified Modeling Language, Relational Databases, Object-Relational Mapping, Software Design, Test Driven Development (TDD), Database Management, Unit Testing, Object Oriented Programming (OOP), Database Design, SQL, Debugging, Data Structures, Python Programming, JSON, File Management, Computer Programming, Programming Principles, Software Installation
初级 · 专项课程 · 3-6 个月

University of Michigan
您将获得的技能: Machine Learning Methods, Machine Learning, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Transfer Learning, Control Systems, Robotics, Deep Learning, Computer Vision, Artificial Intelligence, Generative AI, Reinforcement Learning, Algorithms
中级 · 课程 · 1-4 周

IBM
您将获得的技能: Python 程序设计, Apache Hadoop, 网页抓取, 数据库设计, 数据分析, 阿帕奇气流, 数据库管理员, MySQL, 数据导入/导出, Apache Spark, 数据仓库, SQL, 生成式人工智能, NoSQL, 摘录, Linux 命令, IBM Cognos 分析, 数据存储, 专业网络, 数据科学
攻读学位
初级 · 专业证书 · 3-6 个月

Illinois Tech
您将获得的技能: Clinical Informatics, Data Ethics, Health Informatics, Responsible AI, Electronic Medical Record System, Health Care, Health Technology, Clinical Data Management, Healthcare Ethics, Artificial Intelligence, Natural Language Processing, Decision Support Systems, Machine Learning, Data Quality, Generative AI
混合 · 课程 · 1-4 周

您将获得的技能: Keras (Neural Network Library), Tensorflow, Convolutional Neural Networks, Deep Learning, Machine Learning, Computer Vision
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Model Evaluation, Machine Learning Algorithms, Applied Machine Learning, Random Forest Algorithm, Feature Engineering, Artificial Neural Networks, Supervised Learning, Statistical Machine Learning, Anomaly Detection, Classification Algorithms, Performance Tuning
中级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Azure DevOps, Artificial Intelligence and Machine Learning (AI/ML), Application Deployment, Data Pipelines, Data Preprocessing, CI/CD, Continuous Monitoring, Debugging, Identity and Access Management, Version Control, Data Storage, Scalability
中级 · 课程 · 1-3 个月

Arizona State University
您将获得的技能: Supervised Learning, Unsupervised Learning, Matplotlib, File I/O, Generative Adversarial Networks (GANs), NumPy, Object Oriented Programming (OOP), Deep Learning, Image Analysis, Plot (Graphics), Machine Learning Algorithms, Object Oriented Design, Applied Machine Learning, Integrated Development Environments, Pandas (Python Package), Python Programming, Machine Learning, Event-Driven Programming, Programming Principles, Computer Programming
初级 · 专项课程 · 3-6 个月