机器学习实训营（算法推导+代码复现）
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About this course
Python机器学习实训营（原理推导+代码复现）课程旨在帮助同学们在机器学习领域打下坚实基础。课程注重算法原理讲解与数学公式推导并基于Python语言给出完整的代码实现，从零开始实现每一模块功能（非调用工具包）通过代码实例演示算法工作流程与实现方法。整体风格通俗易懂，建议同学们在学习过程中先掌握算法原理，基于数学推导公式进行代码复现与实战演练。
What you'll learn
- understand the principles behind machine learning algorithms
- implement algorithms from scratch in Python
- apply mathematical formulas to coding practices
- experience hands-on coding exercises that illustrate algorithm workflows
Skills you'll gain
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