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, 事件驱动编程, 计算机图形学, 动画, 编程原则, 计算机编程, 游戏设计, 互动设计, 应用程序开发
混合 · 课程 · 1-3 个月

您将获得的技能: Artificial Neural Networks, Tensorflow, Analytics, Keras (Neural Network Library), Data-Driven Decision-Making, Applied Machine Learning, Classification And Regression Tree (CART), Business Analytics, Deep Learning, Machine Learning, Risking, Model Evaluation, Mortgage Loans, Consumer Lending
中级 · 指导项目 · 不超过 2 小时

University of Michigan
您将获得的技能: Python 程序设计, 数据结构, 文件输入/输出, 调试, 编程原则, 数据导入/导出, 功能设计
初级 · 课程 · 1-3 个月

您将获得的技能: Tensorflow, Convolutional Neural Networks, Image Analysis, Python Programming, Jupyter, Artificial Neural Networks, Deep Learning, Software Visualization, Machine Learning
中级 · 指导项目 · 不超过 2 小时
您将获得的技能: API Design, Cloud API, Amazon CloudWatch, AI Security, Cloud Management, Security Controls, Application Performance Management, Redis, Load Balancing, Performance Testing, Network Monitoring, Incident Response, MLOps (Machine Learning Operations), GitHub, Python Programming, Machine Learning
中级 · 课程 · 1-4 周

Microsoft
您将获得的技能: Generative AI, Generative Model Architectures, Prompt Engineering, Responsible AI, Generative Adversarial Networks (GANs), MLOps (Machine Learning Operations), AI Security, Multimodal Prompts, Data Ethics, AI Workflows, Microsoft Azure, ChatGPT, Azure DevOps Pipelines, AI Orchestration, Azure DevOps, Model Deployment, AI Enablement, PyTorch (Machine Learning Library), Artificial Intelligence and Machine Learning (AI/ML), Python Programming
中级 · 专业证书 · 3-6 个月

您将获得的技能: Google App Engine, Cloud Applications, Restful API, Google Cloud Platform, Cloud Computing Architecture, OAuth, Cloud Computing, Cloud Services, Application Deployment, Platform As A Service (PaaS), Python Programming, Cloud Storage, Application Performance Management, Authentications, Web Applications, Data Store, MySQL, Scalability
初级 · 课程 · 1-3 个月

您将获得的技能: Feature Engineering, Deep Learning, PyTorch (Machine Learning Library), Convolutional Neural Networks, Natural Language Processing, Data Preprocessing, Artificial Neural Networks, Transfer Learning, Recurrent Neural Networks (RNNs), Artificial Intelligence, Computer Vision, Jupyter, Predictive Modeling, Machine Learning, Model Evaluation, Data Transformation
混合 · 课程 · 1-3 个月

您将获得的技能: Package and Software Management, Data Science, Computer Programming, Mathematical Software
初级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Python 程序设计, JSON, 数据结构, 单元测试, 面向对象设计, 面向对象编程(OOP), 软件测试
中级 · 课程 · 1-4 周

University of Michigan
您将获得的技能: Python 程序设计, 统计建模, 概率与统计, 统计方法, 统计分析, 数据扫盲, Matplotlib, 统计编程, 模型评估, 统计, 统计机器学习, 绘图(图形), 抽样(统计), 贝叶斯统计, Seaborn, 统计软件, 数据可视化, 统计假设检验, Jupyter, 统计推理
初级 · 专项课程 · 1-3 个月

您将获得的技能: PySpark, Apache Spark, Data Pipelines, Data Processing, AI Personalization, Dimensionality Reduction, OpenAI API, Data Manipulation, Pandas (Python Package), Data Transformation, Predictive Modeling, Unsupervised Learning, Applied Machine Learning, Scatter Plots, Embeddings, Machine Learning
中级 · 指导项目 · 不超过 2 小时