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：新状态：免费试用Coursera
您将获得的技能: Model Evaluation, Supervised Learning, Unsupervised Learning, Data Preprocessing, Time Series Analysis and Forecasting, Applied Machine Learning, Machine Learning Algorithms, Feature Engineering, Dimensionality Reduction, Machine Learning, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Classification Algorithms, Forecasting, Decision Tree Learning, Anomaly Detection, Data Manipulation, Regression Analysis, Statistical Modeling
您将获得的技能: Data Structures, Plot (Graphics), Data-oriented programming, Programming Principles, Python Programming, Data Storage
状态：新状态：免费试用Universidades Anáhuac
您将获得的技能: Medical History Documentation, Spanish Language, Patient Communication, Vocabulary, Bilingual (Spanish/English), Medical Terminology, Language Competency, Grammar, Patient-centered Care, Language Learning, Oral Comprehension
状态：免费试用Rice University
您将获得的技能: 数据结构, 数据可视化软件, 绘图（图形）, Python 程序设计, 计划发展, 软件文档, 数据导入/导出, 数据整合, 数据清理, 软件包和软件管理, 数据可视化, 数据处理
状态：免费试用Stanford University
您将获得的技能: 概率与统计, 概率分布, 图论, 贝叶斯网络, Machine Learning 方法, 统计方法, 马尔可夫模型, 计算思维, 应用机器学习, Algorithm, 机器学习算法, 抽样（统计）, 统计推理
状态：免费试用DeepLearning.AI
您将获得的技能: 生成对抗网络 (GAN), 自动编码器, 迁移学习, 深度学习, 人工神经网络, 生成式人工智能, 张力流, 卷积神经网络, 生成模型架构, 图像分析
状态：免费试用您将获得的技能: Object Oriented Programming (OOP), Programming Principles, Computer Programming, Scripting Languages, Data Import/Export, Data Structures, Python Programming, Integrated Development Environments, Scripting, Computational Logic, Computer Science, Data Storage, File Management
状态：免费试用University of California, Irvine
您将获得的技能: 英语, 语言学习, 语法, 词汇
状态：免费试用Vanderbilt University
您将获得的技能: Prompt Engineering, ChatGPT, Prompt Patterns, Generative AI, LLM Application, AI Enablement, Human Resources, Management Training And Development, Employee Performance Management, Performance Review, Professional Development, Policy Development, New Hire Orientations, Communication, Communication Planning, Human Development, Recruitment, Interviewing Skills, Talent Recruitment, Policy Analysis
状态：免费试用École Polytechnique Fédérale de Lausanne
您将获得的技能: 计算机编程, 数据结构, 功能设计, 单元测试, 面向对象编程（OOP）, 编程原则, 计算思维, 集成开发环境, Algorithm, Scala 编程
状态：免费试用The Hong Kong University of Science and Technology
您将获得的技能: 微积分, 工程计算, 数学软件, 代数, 应用数学, 几何学, 模拟和模拟软件, 线性代数, 数值分析, 工程学, 微分方程, 积分微积分, 工程分析, 数学建模, 计算思维, 有限元方法, 高等数学, Matlab, 机械工程, 电磁学
您将获得的技能: Plotly, Dashboard, Pandas (Python Package), Data Manipulation, Interactive Data Visualization, Data Visualization Software, Data Visualization, Web Applications, Data Science, Data Analysis, Python Programming
总之，以下是 10 最受欢迎的 python for machine learning 课程
- Foundations of Machine Learning: Coursera
- Python for Beginners: Data Structures: Coursera
- Medical Spanish Foundations: Universidades Anáhuac
- Python 数据可视化: Rice University
- 概率图形模型 2：推理: Stanford University
- 使用 TensorFlow 进行生成式深度学习: DeepLearning.AI
- Programming in Python: A Hands-on Introduction: Codio
- 刁钻的英语语法: University of California, Irvine
- Generative AI HR Professional: Vanderbilt University
- Scala 函数式程序设计原理: École Polytechnique Fédérale de Lausanne
