实用机器学习

MIT machine learning course

麻省理工的机器学习课件，学习机器学习的可以参考一下。

里斯本大学机器学习课程的讲义_Lecture notes from the Machine Learning course.pdf

在里斯本大学机器学习课程的讲义中，涉及了机器学习中的核心概念，包括特征提取、降维技术、PCA（主成分分析）以及自组织映射（SOM）。这些概念是机器学习和数据挖掘中不可或缺的部分，也是理解和运用这些算法的基础...

machine learning course labs(机器学习课程实验).zip

机器学习 (Machine Learning) 是对研究问题进行模型假设，利用计算机从训练数据中学习得到模型参数，并最终对数据进行预测和分析的一门学科。 机器学习的用途 机器学习是一种通用的数据处理技术，其包含了大量...

吴恩达,机器学习专项课程, Supervised Machine Learning第一周所有Python编程文件

吴恩达Coursera, 机器学习专项课程, Machine Learning：Supervised Machine Learning: Regression and Classification第一周所有jupyter notebook文件(包括实验室练习文件)

A First Course in Machine Learning (Simon Rogers && Mark Girolami)

A First Course in Machine Learning(2nd)--Simon Rogers && Mark Girolami

Machine-Learning:机器学习课程

Machine-Learning:机器学习课程

A First Course in Machine Learning (2nd Edition)

This series reflects the latest advances and applications in machine learning and pattern recognition through the publication of a broad range of reference works, textbooks, and handbooks. The ...

course课程机器学习 machine learning 程序答案

在“course课程机器学习 machine learning 程序答案”这个主题中，我们主要探讨的是与机器学习相关的课程实践，特别是编程方面的内容。机器学习是一门涵盖统计学、计算机科学和数学的学科，它关注如何让计算机系统...

A First Course in Machine Learning, Second Edition

This book is based on material taught in a machine learning course in the School of Computing Science at the University of Glasgow, UK. This book hopes that this book will continue to be useful to ...

A First Course in Machine Learning

A First Course in Machine Learning MATLAB 2009

Coursera上吴恩达(Andrew Ng)机器学习课程PPT

吴恩达(Andrew Ng)是世界知名的机器学习和人工智能专家，他在Coursera开设的机器学习课程被全球众多学习者视为入门AI领域的经典资源。这个压缩包中的PPT正是这门课程的重要讲义，涵盖了从基础概念到高级技术的全面...

Machine learning，deep learning，机器学习，深度学习课件

Machine learning，deep learning，机器学习，深度学习课件 非常好的机器学习、深度学习课件，包含了Information-based Learning、ml-Course-Logistics、Pandas Cheat Sheet等信息

Machine-Learning:机器学习

机器学习 各种ML算法和数据集的实践回购

吴恩达系列教学码源COURSE 3 Structuring Machine Learning Projects.zip

在吴恩达的系列教学中，"COURSE 3 Structuring Machine Learning Projects"是一个关键的部分，专注于如何系统地组织和管理机器学习项目。这个课程涵盖了从项目规划到实施的整个流程，强调了在实际操作中如何高效、...

Machine Learning机器学习讲义

Machine Learning机器学习讲义

Python Machine Learning, 2nd Edition-Packt Publishing(2017).pdf )

or maybe even consider a career in machine learning research, then this book is for you. However, for a novice, the theoretical concepts behind machine learning can be quite overwhelming. Many ...

A Brief Introduction to Machine Learning for Engineers.pdf

机器学习对于工程师而言是一种使计算机能够通过数据或经验来学习和优化任务的工具和技术。工程师可以使用机器学习来创建能够执行复杂任务的系统，比如图像识别、语音识别、数据分析、预测建模、控制系统以及复杂决策...

Learning From Data_ A short course

Abu-Mostafa、Malik Magdon-Ismail和Hsuan-Tien Lin合著的机器学习基础教材，该书被用于Coursera上林軒田教授的“機器學習基石 (Machine Learning Foundations)”课程。这本书是学习机器学习领域的入门经典，它深入...

Learning From Data-A Short Course

This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the ...

华盛顿大学机器学习：案例研究01

By joining this course, you’ve taken a first step in becoming a machine learning expert. You will learn a broad range of machine learning methods for deriving intelligence from data, and by the end ...

Machine-Learning-Course

机器学习课程

Open Stanford Course : Engineering Everywhere-MachineLearning -- materials

机器学习 Open Stanford Course : Engineering Everywhere-MachineLearning

Machine_Learning_Course_Project

Machine_Learning_Course_Project

A_First_Course_in_Machine_Learning.

This book is based on material taught in a machine learning course in the School of Computing Science at the University of Glasgow, UK. The course, presented to nal year undergraduates and ...

A_Comprehensive_Guide_to_Machine_Learning.pdf

CS 189 is the Machine Learning course at UC Berkeley. In this guide we have created a com- prehensive course guide in order to share our knowledge with students and the general public, and hopefully...