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。

Vanderbilt University
您将获得的技能: AI Orchestration, LangChain, OpenAI API, Generative AI Agents, Prompt Patterns, AI Workflows, Prompt Engineering, Agentic systems, AI Security, Large Language Modeling, Business Logic, File I/O, Transaction Processing, Document Management, Persona Development, Coordination, Plan Execution
初级 · 课程 · 1-3 个月

您将获得的技能: Data Cleansing, PySpark, Data Manipulation, Data Preprocessing, Apache Spark, Google Cloud Platform, Data Analysis, Applied Machine Learning, Predictive Modeling, Big Data, Machine Learning, Regression Analysis
中级 · 指导项目 · 不超过 2 小时

您将获得的技能: Google Gemini, Google Cloud Platform, Customer Analysis, Cloud Management, Applied Machine Learning, Jupyter, Cloud Applications, LLM Application, Text Mining, Machine Learning, Business Reporting, SQL
中级 · 项目 · 不超过 2 小时

您将获得的技能: Feature Engineering, Exploratory Data Analysis, Responsible AI, Tensorflow, Model Evaluation, Data Analysis, Google Cloud Platform, Keras (Neural Network Library), Data Preprocessing, Data Quality, Data Cleansing, MLOps (Machine Learning Operations), Machine Learning, Logistic Regression, Model Deployment, Data Pipelines, Machine Learning Algorithms, Performance Tuning, Artificial Neural Networks, Applied Machine Learning
中级 · 专项课程 · 3-6 个月
Coursera
您将获得的技能: AI Security, Vulnerability Scanning, Hardening, DevSecOps, Vulnerability Assessments, Responsible AI, Identity and Access Management, MLOps (Machine Learning Operations), Infrastructure Security, Security Controls, Threat Modeling, Model Deployment, Model Evaluation, CI/CD, Continuous Monitoring, AI Personalization, Resilience, Compliance Management, Containerization, Engineering
中级 · 课程 · 1-4 周

IBM
您将获得的技能: SQL, 数据管道, 数据库, 关系数据库, 数据导入/导出, IBM DB2, 数据架构, Data Governance, 大数据, 存储过程, 网页抓取, MySQL, Python 程序设计, 数据仓库, 数据存储, 数据库设计, PostgreSQL, 编程原则, 数据转换, 摘录
初级 · 专项课程 · 3-6 个月

您将获得的技能: Bash (Scripting Language), Python Programming, Unix Shell, Command-Line Interface, Programming Principles, Computer Programming, Scripting, Scripting Languages, Development Environment, Data Structures
初级 · 指导项目 · 不超过 2 小时

Politecnico di Milano
您将获得的技能: 人工智能, 负责任的人工智能, 无监督学习, 个人身份信息, 法律技术, Machine Learning 方法, 监督学习, 云平台, 社会学, 降维, 强化学习, 一般数据保护条例》(GDPR), AI 赋能, 机器学习, 知识产权, 法律风险, 分类学, 社会影响, AI 安全, 机器学习算法
初级 · 专项课程 · 3-6 个月

Real Madrid Graduate School Universidad Europea
您将获得的技能: AI Enablement, Exercise Science, Kinesiology, Decision Support Systems, Predictive Modeling, Health Technology, Biomedical Engineering, Machine Learning
初级 · 课程 · 1-4 周

Vanderbilt University
您将获得的技能: 散点图, AI 个性化服务, 数据可视化软件, 计算机编程, 数字信号处理, ChatGPT, 数据分析, Algorithm, 文件输入/输出, 数学软件, Prompt Engineering, 编程原则, 图像分析, 应用机器学习, 用户界面(UI), Matlab, 数据处理, 面向对象编程(OOP), 柱状图, 预测建模
初级 · 专项课程 · 3-6 个月

AI CERTs
您将获得的技能: Vibe coding, Programming Principles, Prompt Engineering, OpenAI API, LangChain, Generative AI Agents, AI Enablement, Artificial Intelligence, Generative AI, Responsible AI, Computer Programming, Application Development, AI Product Strategy, Artificial Intelligence and Machine Learning (AI/ML), No-Code Development, Debugging
初级 · 课程 · 1-3 个月

University of Michigan
您将获得的技能: 统计建模, 逻辑回归, 回归分析, 数据可视化软件, 统计机器学习, 贝叶斯统计, 模型评估, Python 程序设计, 统计编程, 统计推理, 统计方法, 统计分析, Jupyter, 预测建模, 统计软件
中级 · 课程 · 1-4 周