For detailed interview-ready notes on all courses in the Coursera Deep Learning specialization, refer www.aman.ai. Setup Run setup.sh to (i) download a pre-trained VGG-19 dataset and (ii) extract the zip'd pre-
deeplearning.ai 笔记 Specialization 2 week 2 优化算法 本周将如何是的自己的算法更快 1.mini-batch梯度下降 同时处理的不再是整个X和Y,而是一部分X^{1}、Y^{1}...这样可以使梯度下降先处理一部分,加快训练速度。 batch来源于整个训练集合训练完成梯度下降,mini-batch是分割数据集后进行多次梯度下降。 epoch...
本文是Deep Learning Specialization系列课程的第1课《Neural Networks and Deep Learning》中Introduction to Deep Learning部分的学习笔记。 内容包括: 神经网络 监督学习及其应用 神经网络的类型 训练数据的类型 深度学习发展的原因 1. 神经网络 要想学习深度学习(Deep Learning),必须先要了解神经网... ...
For detailed interview-ready notes on all courses in the Coursera Deep Learning specialization, refer www.aman.ai. Setup Run setup.sh to (i) download a pre-trained VGG-19 dataset and (ii) extract the zip'd pre-trained models and datasets that are needed for all the assignments. Credits ...
Deep Learning Cheat Sheet This quick start guide shows some common use cases for deep learning with MATLAB. Deep Learning for Computer Vision Specialization In this course you will learn how to apply deep learning and computer vision to real-world projects. Learn More Transfer Learning for Trai...
It is intended both for newcomers to machine learning and for those already experienced in the field. Covering key concepts relating to contemporary architectures and techniques, this essential book equips readers with a robust foundation for potential future specialization. The field of deep learning ...
迁移学习[2]的基础知识已经介绍过,本篇博文将介绍提高的部分。 提高迁移学习的速度 可以将迁移学习模型冻结的部分看做为一个函数,因为每次都要使用这个冻结模型的输出值来训练自己的网络层,这样从加载模型到预训练模型都会耗费一定的时间。 为此,可以将目标训练集通过冻结模型的输出保存到本地,作为新的训练数据集来训...
Ollama是现阶段最方便的在本地运行DeepSeek的方式。打开官网之后点击「Download」。Windows与Mac都是直接在官网下载后安装应用。 官网:https://ollama.com Linux可以直接执行下面的命令: #下载安装 curl -fsSL https://ollama.com/install.sh | sh #启动 ...
The companies are working on new machine translation training materials as part of Coursera's Deep Learning Specialization, which will be available later this month. "AI is the new electricity, and will change almost everything we do,'' said Ng, who also helped found Coursera, and was ...
1. Machine Learning Specialization by Stanford University (Coursera) 2. Deep Learning Certification by deeplearning.ai (Coursera) 3. Machine Learning Nanodegree Program (Udacity) 4. Machine Learning A-Z™: Hands-On Python & R in Data Science (Udemy) 5. Professional Certificate in Deep Learning...