〖课程目录〗
├──1逻辑回归
| ├──1.1Video 二元分类问题 deeplearningxly.mp4 7.42M
| ├──1.2Video 逻辑函数 deeplearningxly.mp4 6.89M
| ├──1.3Video 指数与对数，逻辑回归 deeplearningxly.mp4 8.79M
| ├──1.4Video 指数与对数，逻辑回归 deeplearningxly.mp4 17.39M
| ├──1.5Video 损失函数 deeplearningxly.mp4 12.25M
| ├──1.6Video 梯度下降法 deeplearningxly.mp4 24.98M
| └──1.7Video 逻辑回归的应用案例 deeplearningxly.mp4 32.17M
├──2神经网络
| ├──2.10Video 反向传导算法 deeplearningxly.mp4 79.79M
| ├──2.1Video 什么是神经网络 deeplearningxly.mp4 91.97M
| ├──2.2Video 什么是神经网络 deeplearningxly.mp4 45.78M
| ├──2.3Video 什么是神经网络 deeplearningxly.mp4 160.95M
| ├──2.4Video 什么是神经网络 deeplearningxly.mp4 85.42M
| ├──2.5Video 神经网络的原理 deeplearningxly.mp4 60.52M
| ├──2.6Video 神经网络的原理 deeplearningxly.mp4 56.42M
| ├──2.7Video 反向传导算法 deeplearningxly.mp4 69.85M
| ├──2.7Video 神经网络的原理 deeplearningxly.mp4 47.83M
| ├──2.8Video 反向传导算法 deeplearningxly.mp4 71.88M
| └──2.9Video 反向传导算法 deeplearningxly.mp4 79.00M
├──3.深度神经网络
| ├──3.1Video 梯度消亡 deeplearningxly.mp4 43.02M
| ├──3.2Video 梯度消亡分析 deeplearningxly.mp4 59.15M
| ├──3.3Video 梯度消亡解决方案 deeplearningxly.mp4 30.61M
| ├──3.4Video 过拟合 Droput训练 deeplearningxly.mp4 31.27M
| ├──3.5Video 正则化 deeplearningxly.mp4 20.84M
| └──3.6Video 最大范数约束以及神经元的初始化 deeplearningxly.mp4 41.20M
├──4.实战项目1
| ├──4.1Video 环境安装 deeplearningxly.mp4 108.05M
| ├──4.2.1Video 任务一 deeplearningxly.mp4 58.39M
| ├──4.2.2Video 任务一 deeplearningxly.mp4 57.86M
| ├──4.2.3Video 任务一 deeplearningxly.mp4 86.11M
| ├──4.3任务介绍 任务二 deeplearningxly.mp4 36.33M
| ├──4.3如何实现 load_img_as_np_array 这个函数 任务二 deeplearningxly.mp4 17.29M
| ├──4.3如何实现“extract_features”函数 任务二 deeplearningxly.mp4 35.72M
| ├──4.3如何实现“load_vgg16_model”函数 任务二 deeplearningxly.mp4 28.79M
| ├──4.4.1任务三-01 创建Tokenizer01 任务三 deeplearningxly.mp4 20.68M
| ├──4.4.2Video 任务三 deeplearningxly.mp4 60.80M
| ├──4.4.3Video 任务三 deeplearningxly.mp4 70.63M
| ├──4.4.4Video 任务三 deeplearningxly.mp4 56.68M
| ├──4.5.1Video 任务四 deeplearningxly.mp4 21.51M
| ├──4.5.2Video 任务四 deeplearningxly.mp4 65.54M
| ├──4.5.3Video 任务四 deeplearningxly.mp4 32.03M
| ├──4.5.4Video 任务四 deeplearningxly.mp4 57.21M
| ├──4.6.1Video 任务五 deeplearningxly.mp4 36.60M
| ├──4.6.2Video 任务五 deeplearningxly.mp4 117.55M
| ├──4.6.3Video 任务五 deeplearningxly.mp4 31.39M
| └──4.6.4Video 任务五 deeplearningxly.mp4 115.49M
├──5.项目实战2 自动驾驶之车牌识别
| ├──1.Video任务一：数据增强deeplearningxly.mp4 45.91M
| ├──10.Video任务二：图像预处理deeplearningxly.mp4 16.92M
| ├──11.Video任务三：设计卷积神经网络进行神经学习deeplearningxly.mp4 45.49M
| ├──12.Video任务三：设计卷积神经网络进行神经学习deeplearningxly.mp4 71.67M
| ├──13.Video任务三：设计卷积神经网络进行神经学习deeplearningxly.mp4 63.08M
| ├──14.Video任务三：设计卷积神经网络进行神经学习deeplearningxly.mp4 112.07M
| ├──2.Video任务一：数据增强deeplearningxly.mp4 37.08M
| ├──3.Video任务一：数据增强deeplearningxly.mp4 92.89M
| ├──4.Video任务一：数据增强deeplearningxly.mp4 99.80M
| ├──5.Video任务一：数据增强deeplearningxly.mp4 154.28M
| ├──6.Video任务二：图像预处理deeplearningxly.mp4 66.56M
| ├──7.Video任务二：图像预处理deeplearningxly.mp4 89.62M
| ├──8.Video任务二：图像预处理deeplearningxly.mp4 56.03M
| ├──9.Video任务二：图像预处理deeplearningxly.mp4 63.88M
| ├──Video3月17日直播答疑deeplearningxly.mp4 97.10M
| └──Video3月3日直播答疑deeplearningxly.mp4 91.38M
├──直播答疑
| ├──Video3月17日直播答疑deeplearningxly.mp4 97.10M
| └──Video3月3日直播答疑deeplearningxly.mp4 91.38M
└──资料
| ├──参考课件.zip 2.30M
| └──垃圾短信检测数据集.zip 217.15kb
