学习清单(视频)

 

 机器学习：

数学基础：https://www.bilibili.com/video/BV1LQ4y197hi

(上海交通大学张志华)机器学习导论 https://www.bilibili.com/video/BV1jt411b76n?from=search&seid=4868569476650427704&spm_id_from=333.337.0.0

培训机构人智能：https://www.bilibili.com/video/BV1S34y1177n?p=1

课程                       链接
决策树                     https://www.bilibili.com/video/BV1sb411c7S6
随机森林                   https://www.bilibili.com/video/BV14t41127Vx
数据预处理与特征工程         https://www.bilibili.com/video/BV1qt411C7PX
降维算法PCA                https://www.bilibili.com/video/BV1rt411Q7HM
逻辑回归                   https://www.bilibili.com/video/BV1wt411S7qR
聚类算法与K-means           https://www.bilibili.com/video/BV1qt411v7Fw
支持向量机SVM(上)           https://www.bilibili.com/video/BV19t411a7j1
支持向量机SVM(下)           https://www.bilibili.com/video/BV1Tt411r7kb
线性回归                   https://www.bilibili.com/video/BV15t411z7VU
朴素贝叶斯                 https://www.bilibili.com/video/BV1mt411s7iU
Xgboot                    https://www.bilibili.com/video/BV1Bb411S73w
神经网络                  https://www.bilibili.com/video/BV1X54y127yi

 

 

大数据：

StarRocks丨大数据全场景MPP数据库  https://www.bilibili.com/video/BV1fL4y1t7Hw