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。

您将获得的技能: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Data Import/Export, Data Structures, Python Programming, Integrated Development Environments, Scripting, Data Persistence, Computational Logic, Computer Science, File Management
初级 · 专项课程 · 3-6 个月

您将获得的技能: Recurrent Neural Networks (RNNs), Embeddings, Deep Learning, Convolutional Neural Networks, Artificial Neural Networks, Python Programming, Classification Algorithms, Data Preprocessing, Model Evaluation
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 机器学习, 迁移学习, Keras(神经网络库), 深度学习, 卷积神经网络, 张力流, 应用机器学习, 图像分析
初级 · 项目 · 不超过 2 小时

University of Pennsylvania
您将获得的技能: 机器学习, 负责任的人工智能, 人力资源, 区块链, 员工参与, 留住员工, 人工智能, 数据伦理, 人工智能和机器学习(AI/ML), 人员管理, 数据驱动的决策制定
混合 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: AWS SageMaker, Generative AI, Data Lakes, Data Governance, Data Architecture, Data Management, SQL, Applied Machine Learning
初级 · 课程 · 1-4 周

您将获得的技能: Object Oriented Programming (OOP), Computer Programming, Data Persistence, Programming Principles, Python Programming, File Management, Computer Science
中级 · 课程 · 1-4 周

Google Cloud
您将获得的技能: 机器学习, Machine Learning 方法, 深度学习, 强化学习, 人工神经网络, 应用机器学习, 功能工程, 无监督学习, 数据预处理, Google 云端平台, 人工智能和机器学习(AI/ML), 嵌入, Algorithm, AI 个性化服务, 机器学习算法
高级设置 · 课程 · 1-3 个月

Coursera
您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control
中级 · 专项课程 · 3-6 个月

您将获得的技能: Decision Tree Learning, Data Preprocessing, Data Transformation, Supervised Learning, Feature Engineering, Scikit Learn (Machine Learning Library), Classification Algorithms, Model Evaluation, Pandas (Python Package)
中级 · 指导项目 · 不超过 2 小时

University of Colorado Boulder
您将获得的技能: Supervised Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Machine Learning Algorithms, Transfer Learning, Text Mining, Model Evaluation, Data Manipulation, Marketing Analytics, Python Programming, Google Cloud Platform, Classification Algorithms, Artificial Neural Networks, Performance Metric
攻读学位
初级 · 课程 · 1-4 周

您将获得的技能: Computational Thinking, Python Programming, Scripting, Computer Programming, Programming Principles, Software Development
初级 · 指导项目 · 不超过 2 小时

您将获得的技能: Cloud Infrastructure, Identity and Access Management, Kubernetes, Google Cloud Platform, Prompt Engineering, Application Deployment, Cloud Storage, Containerization, Infrastructure As A Service (IaaS), Cloud Computing, CI/CD, Cloud-Native Computing, Terraform, Cloud Applications, Cloud Computing Architecture, Cloud Security, Cloud Management, Cloud Services, Load Balancing, Network Planning And Design
中级 · 专业证书 · 3-6 个月