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。

IBM
您将获得的技能: 风险缓解, 自然语言处理, 业务逻辑, 负责任的人工智能, 生成式人工智能, 机器人
初级 · 课程 · 1-4 周

LearnQuest
您将获得的技能: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis
初级 · 专项课程 · 1-3 个月

您将获得的技能: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Data Preprocessing, Model Evaluation, Customer Analysis, Applied Machine Learning, Scikit Learn (Machine Learning Library), Development Environment, Predictive Analytics, Pandas (Python Package), Data Cleansing
混合 · 课程 · 1-4 周

您将获得的技能: Exploratory Data Analysis, NumPy, Data Visualization, Data Analysis, Seaborn, Matplotlib, Statistical Visualization, Jupyter, Dimensionality Reduction, Data Science, Machine Learning Methods, Python Programming, Data Preprocessing
中级 · 指导项目 · 不超过 2 小时

Duke University
您将获得的技能: 机器学习, 自然语言处理, 云应用, 模型部署, 应用编程接口 (API), Flask(网络框架), Google 云端平台, 计算机视觉, 人工智能和机器学习(AI/ML), 微软 Azure, 应用机器学习, 持续交付, MLOps(机器学习 Operator)
中级 · 课程 · 1-4 周

H2O.ai
您将获得的技能: 数据操作, 机器学习, 决策树学习, 异常检测, 降维, 自动编码器, 模型评估, 预测建模, 应用机器学习, 分类算法, 功能工程, 数据预处理, 无监督学习, 深度学习, 随机森林算法, 监督学习
中级 · 课程 · 1-3 个月

Google Cloud
您将获得的技能: 机器学习, 张力流, 自然语言处理, 非结构化数据, 人工智能, 模型部署, 应用机器学习, Jupyter, 数据管道, 图像分析, Google 云端平台, 大数据
中级 · 课程 · 1-3 个月

您将获得的技能: Plotly, Interactive Data Visualization, Data Visualization Software, Scatter Plots, Ggplot2, Data Analysis, Python Programming, Data Science, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making
高级设置 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Anomaly Detection, Jupyter, Exploratory Data Analysis, Unsupervised Learning, Model Evaluation, Data Visualization, Applied Machine Learning, Machine Learning Methods, Data Preprocessing, Machine Learning
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Responsible AI, AI Workflows, AI Enablement, Agentic systems, Automation, Business Process Automation, Real Time Data, MLOps (Machine Learning Operations), AI Personalization, IT Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, No-Code Development, Cloud-Based Integration, Business Transformation, Cloud API, Python Programming, Data Analysis, Restful API, API Design
中级 · 课程 · 1-4 周

The Hong Kong University of Science and Technology
您将获得的技能: Python 程序设计, 概率与统计, 数据操作, 统计分析, 风险分析, 财务分析, 财务数据, 模型评估, 金融交易, 回归分析, 数据导入/导出, 金融建模, Pandas(Python 软件包), Jupyter, 数据可视化, 统计推理
中级 · 课程 · 1-4 周