机器学习 Python 课程
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。
机器学习 Python 热门课程和认证
状态：免费试用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）
状态：免费试用Duke University
您将获得的技能: 云基础设施, Google 云端平台, MLOps（机器学习 Operator）, 持续交付, CI/CD, 云 API, 云平台, 云计算, 技术文档, 云存储, 云应用, Devops, 分布式计算, 技术交流, 云 Native 计算, 应用机器学习, 软件工程, 云部署, 机器学习, 敏捷软件开发
状态：免费试用DeepLearning.AI
您将获得的技能: 模型评估, 张力流, 应用编程接口 (API), 模型部署, 信息隐私, 迁移学习, 机器学习, 联合学习, 数据可视化, 人工神经网络
状态：免费您将获得的技能: Alteryx, Predictive Modeling, Scripting, R Programming, Predictive Analytics, Data Science, Advanced Analytics, Trend Analysis, Data Preprocessing, Data Integration, Exploratory Data Analysis, Data Manipulation, Data Visualization Software, Data Analysis, Model Evaluation, Data Cleansing, Risk Modeling, Machine Learning
您将获得的技能: Data Import/Export, Data Analysis, Data Visualization, Programming Principles, Python Programming
状态：新状态：预览您将获得的技能: Hugging Face, Model Evaluation, Embeddings, Transfer Learning, Recurrent Neural Networks (RNNs), Model Deployment, Data Preprocessing, Performance Tuning
状态：免费Amazon Web Services
您将获得的技能: Feasibility Studies, Business Analysis, Business Analytics, Decision Making, Strategic Decision-Making, Data-Driven Decision-Making, Machine Learning, Strategic Thinking, Business Leadership, Project Planning
状态：预览University of Toronto
您将获得的技能: 计算机编程, 软件文档, 调试, 文件输入/输出, 开发环境, Algorithm, Python 程序设计, 集成开发环境, 编程原则, 计划发展, 数据结构
状态：免费试用University of Colorado Boulder
您将获得的技能: 故障分析, 物联网, 调试, 大数据, 实时操作系统, 嵌入式系统, 网络安全, 计算机工程, 产品开发, 分析, 通用网络, 数据分析, 嵌入式软件, 无线网络, 文件系统, 新产品开发, Model Based Systems Engineering（基于模型的系统工程, 数据预处理, 机器学习算法, IBM 云
状态：新您将获得的技能: Model Deployment, Exploratory Data Analysis, Model Evaluation, Cloud Deployment, Data Preprocessing, Data Analysis, Amazon Elastic Compute Cloud, Application Deployment, Predictive Modeling, Data Pipelines, Extract, Transform, Load, Data Processing
状态：免费试用Universidad Austral
您将获得的技能: Data Structures, Python Programming, JSON, File Management, Scripting, Scripting Languages, Data Import/Export, Computer Programming, Debugging
Coursera
您将获得的技能: Descriptive Statistics, Jupyter, Microsoft Azure, Feature Engineering, Data Analysis, Statistics, Exploratory Data Analysis, Probability & Statistics, Data Visualization Software, Correlation Analysis, Applied Machine Learning
总之，以下是 10 最受欢迎的 python for machine learning 课程
- 应用软件工程基础: IBM
- 大规模构建云计算解决方案: Duke University
- 使用 TensorFlow 的高级部署场景: DeepLearning.AI
- Scripting with Alteryx: Python and R for Advanced Workflows: Coursera
- Python for Beginners: Variables and Strings: Coursera
- Transformers in Action: A Practical Approach to NLP and AI: Board Infinity
- Planning a Machine Learning Project: Amazon Web Services
- 学习编程：基础知识: University of Toronto
- 发展工业物联网: University of Colorado Boulder
- AWS Certified Machine Learning - Specialty: Pearson
