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- TensorFlow基础与深度学习入门
课程介绍
> SiKi学院 A计划
A计划内所有课程不单独出售！
加入A计划可在有效期内获取所属方向的所有收费课程！
| A计划 | 永久版 | 一年期 |
|---|---|---|
| Unity | 限时发售 | 正常在售 |
| Unreal | 限时发售 | 正常在售 |
| JavaEE | 限时发售 | 正常在售 |
| Python | 限时发售 | 暂无 |
| 微信小程序 | 限时发售 | 暂无 |
> 课程简介
对于想要入行人工智能，深度学习是必须要学习的，这个课程也为后面的计算机视觉等的方向课程打下基础，我们会讲解TensorFlow的基本使用，会讲解深度神经网络中的激活函数，神经网络的构建，损失函数，优化方法，正则化，以及卷积神经网络。当然我们也会结合案例。会讲解①鸢尾花案例，会用机器学习和深度学习两种方式实现；②通过全连接网络的方式完成手写数字识别；③通过LeNet-5这个简单的卷积神经网络完成手写数字识别。
> 课程内容
会讲解TensorFlow的基本使用，会讲解深度神经网络中的激活函数，神经网络的构建，损失函数，优化方法，正则化， 以及卷积神经网络。当然我们也会结合案例。会讲解①鸢尾花案例，会用机器学习和深度学习两种方式实现；②通过全连接网络的方式 完成手写数字识别；③通过LeNet-5这个简单的卷积神经网络完成手写数字识别。
> 所需前置知识
①会一点数据分析的知识：包括Matplotlib，numpy即可，这个可以在siki学院找到老师的课程学习一下
②一点机器学习的知识：机器学习的流程，最好会线性回归，逻辑回归，KNN这些简单的算法，知道梯度下降的概念。
> 适宜人群
1.对TensorFlow和深度神经网络感兴趣的同学
2.会一点机器学习的知识：机器学习的流程，最好会线性回归，逻辑回归，KNN这些简单的算法，知道梯度下降的概念
> 注意事项
> 常见问题
- 什么是限制课程
- 限制课程是指，仅可以通过加入A计划来观看的课程
- 如何听课
- 通过浏览器访问SiKi学院官网，直接听课
- 课程有效期
- 限制课程的课程有效期与您的A计划有效期相同
- 班群说明
- 限制课程的班群即为您的A计划专属群
- 退课说明
- 限制课程原则上不进行退课，特殊情况请联系客服
> 关于我们
# 什么是A计划
- 提供完整的视频学习路线
- 从入门到就业的大量内部课程
- 专属QQ交流群
- 与游戏行业中的同僚们交流经验、分享干货
- 有效期内所属方向课程持续更新
# SiKi学院
SiKi学院（www.sikiedu.com）每周更新大量编程视频教程。（游戏开发、移动开发、Unity、虚幻Unreal、Java、Web开发、JavaEE、C语言、Python、C++、VB、JavaScript、C#、PHP、SQL、Objective-C、Go、Swift、数据挖掘、搜索算法、全栈工程师、Hadoop、区块链、人工智能、前端开发、Android、iOS、服务器端编程、大数据、Linux、UI设计、游戏美术、3DSMax、Maya）
生命不息，学习不止！
目录
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