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: Python 程序设计, 统计方法, 统计分析, 描述性统计, 网页抓取, 数据展示, 关系数据库, 存储过程, 统计, 概率分布, 编程原则, 数据分析, SQL, 数据导入/导出, 计算机编程工具, Jupyter, 数据可视化, Pandas(Python 软件包), 仪表板, 数据科学
攻读学位
初级 · 专项课程 · 3-6 个月

您将获得的技能: Feature Engineering, Data Ethics, Unsupervised Learning, Dimensionality Reduction, Responsible AI, Text Mining, Data Preprocessing, Data Transformation, MLOps (Machine Learning Operations), Anomaly Detection, Exploratory Data Analysis, Machine Learning Methods, Machine Learning, Model Evaluation, Natural Language Processing, Data Science, Quality Assurance, Data Pipelines, Data Visualization, Python Programming
高级设置 · 课程 · 1-4 周

Maven Analytics
您将获得的技能: Unsupervised Learning, Model Evaluation, Regression Analysis, Exploratory Data Analysis, Applied Machine Learning, Time Series Analysis and Forecasting, Data Analysis, Classification Algorithms, Statistical Analysis, Data Science, Data Preprocessing, Data Mining, Machine Learning, Predictive Modeling, Machine Learning Algorithms, Customer Analysis, Supervised Learning, Histogram, Data Quality, Business Intelligence
初级 · 课程 · 1-3 个月

Northeastern University
您将获得的技能: Model Evaluation, Supervised Learning, Statistical Machine Learning, Machine Learning Algorithms, Unsupervised Learning, PyTorch (Machine Learning Library), Applied Machine Learning, Statistical Methods, Statistical Modeling, Machine Learning, Machine Learning Software, Statistical Analysis, Artificial Intelligence and Machine Learning (AI/ML), Regression Analysis, Classification Algorithms, Algorithms, Predictive Modeling, Dimensionality Reduction, Complex Problem Solving
中级 · 课程 · 1-4 周

您将获得的技能: Model Deployment, Logistic Regression, Probability & Statistics, Statistics, Model Evaluation, Classification And Regression Tree (CART)
混合 · 课程 · 1-4 周

Board Infinity
您将获得的技能: Responsible AI, MLOps (Machine Learning Operations), Data Preprocessing, Model Deployment, Jenkins, Apache Mahout, AI Security, Applied Machine Learning, Classification Algorithms, Java, Continuous Deployment, Java Programming, Federated Learning, Artificial Intelligence, Model Evaluation, Deep Learning, Machine Learning, Spring Boot, Natural Language Processing, Reinforcement Learning
中级 · 专项课程 · 1-3 个月

Deep Teaching Solutions
您将获得的技能: 生产率, 学习策略, 压力管理, 适应, 创造力, 自我意识, 时间管理, 自律, 终身学习, 愿意学习
初级 · 课程 · 1-4 周

University of Pennsylvania
您将获得的技能: 机器学习, 生成对抗网络 (GAN), 管理, 数据安全, AI 个性化服务, 欺诈检测, 客户数据管理, 负责任的人工智能, Data Governance, AI 产品战略, 商业策略, 人力资源, 生成式人工智能, 信用风险, 分析, 机器学习算法, AI 赋能, 数据驱动的决策制定, 大数据, 数据伦理
初级 · 专项课程 · 3-6 个月

您将获得的技能: Model Deployment, MLOps (Machine Learning Operations), Cloud Deployment, Unit Testing, Docker (Software), Containerization, Kubernetes, AI Workflows, IBM Cloud, Microservices, Machine Learning, Responsible AI, Business Metrics, Natural Language Processing, Time Series Analysis and Forecasting, Data Science, Python Programming
高级设置 · 课程 · 1-4 周
University of Michigan
您将获得的技能: Python 程序设计, 数据库, 数据可视化软件, 数据建模, 关系数据库, 网页抓取, 数据库设计, 面向对象编程(OOP), 地理信息系统, SQL, 数据处理, 应用编程接口 (API)
初级 · 课程 · 1-3 个月

您将获得的技能: Model Deployment, Scikit Learn (Machine Learning Library), Model Evaluation, Data Preprocessing, Large Language Modeling, Version Control
中级 · 课程 · 1-4 周

IBM
您将获得的技能: 机器学习, AI 个性化服务, 负责任的人工智能, AI 工作流程, 功能工程, 数据分析, 数据预处理, 生成式人工智能, 预测建模, Prompt Engineering, 探索性数据分析, ChatGPT, 提示模式, 数据综合, 人工智能和机器学习(AI/ML), 实时数据, AI 赋能, 数据可视化, 数据伦理, 数据科学
中级 · 专项课程 · 1-3 个月