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。

Fractal Analytics
您将获得的技能: 回归分析, 模型评估, 监督学习, 决策树学习, 功能工程, Algorithm, 性能调整, 应用机器学习, 分类算法, 随机森林算法, 预测建模, 机器学习算法
初级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 人工智能, 生成式人工智能, Machine Learning 方法, Google 云端平台
初级 · 课程 · 1-4 周

您将获得的技能: PyTorch (Machine Learning Library), Recurrent Neural Networks (RNNs), Model Evaluation, Convolutional Neural Networks, Natural Language Processing, Deep Learning, Generative Adversarial Networks (GANs), Classification Algorithms, Transfer Learning, Applied Machine Learning, Vision Transformer (ViT), Image Analysis, Machine Learning, Computer Vision, Artificial Neural Networks, Artificial Intelligence, Unsupervised Learning, Python Programming, Embeddings, Data Preprocessing
中级 · 专项课程 · 3-6 个月

University of California, Irvine
您将获得的技能: 语法, 英语, 口语理解, 口腔运动技能, 语言能力, 语言学习
初级 · 课程 · 1-3 个月

University of Illinois Urbana-Champaign
您将获得的技能: 自动编码器, 深度学习, 无监督学习, 卷积神经网络, 降维, 递归神经网络 (RNN), 嵌入, 医学影像, 健康信息学, Python 程序设计, 模型部署, 模型评估, 应用机器学习, 图像分析, 预测建模, 人工神经网络
高级设置 · 课程 · 1-4 周

Amazon Web Services
您将获得的技能: Strategic Leadership, Strategic Decision-Making, Business Transformation, Business Strategy, Data-Driven Decision-Making, AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Decision Making, Technology Roadmaps
初级 · 课程 · 1-4 周

SkillUp
您将获得的技能: Healthcare 5.0, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, Jupyter, LLM Application, Generative Model Architectures, AI Product Strategy, Model Evaluation, Multimodal Prompts, Health Systems, Health Information Management, Data Preprocessing, Data Analysis
中级 · 课程 · 1-4 周

您将获得的技能: Prompt Engineering, Large Language Modeling, Generative AI, AI Security, Gemini, AI Enablement, Google Workspace, Productivity Software, Artificial Intelligence and Machine Learning (AI/ML), LLM Application, Model Evaluation, AI Workflows, Workplace inclusivity, Social Impact, Operational Efficiency, Human Factors, Critical Thinking, Analysis, Data Security, Natural Language Processing
初级 · 专项课程 · 3-6 个月

您将获得的技能: Unsupervised Learning, Dimensionality Reduction, Supervised Learning, R Programming, Applied Machine Learning, R (Software), Classification Algorithms, Machine Learning, Decision Tree Learning, Data Science, Ggplot2, Feature Engineering, Data Preprocessing, Statistical Programming, Predictive Modeling, Data Manipulation, Model Evaluation, Regression Analysis
初级 · 课程 · 1-3 个月

AI CERTs
您将获得的技能: Prompt Engineering, Prompt Engineering Tools, Prompt Patterns, Responsible AI, OpenAI, LLM Application, Generative AI, LangChain, Generative AI Agents, ChatGPT, Vibe coding, Natural Language Processing, Artificial Intelligence, AI Personalization, Debugging, Ideation, Productivity, Code Review, Computer Programming Tools, Ethical Standards And Conduct
初级 · 课程 · 1-3 个月

University of Colorado Boulder
您将获得的技能: 脚本, 计算机科学, 计算机编程, 脚本语言, Python 程序设计, 数据操作, 数据科学, 编程原则
初级 · 课程 · 1-4 周

IBM
您将获得的技能: Flask(网络框架), GitHub, Linux 命令, 数据导入/导出, 软件设计, Linux, 软件设计模式, 还原式 API, 网页抓取, 软件开发生命周期, 外壳脚本, 文件管理, Python 程序设计, 软件架构, 版本控制, 应用程序部署, 编程原则, Bash(脚本语言), 软件开发方法, Git(版本控制系统)
初级 · 专项课程 · 3-6 个月