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Notes | Wunda Coursera Deep Learning Study notes

Programmers who have turned to AI have followed this number ☝☝☝ Author: Lisa Song Microsoft Headquarters Cloud Intelligence Advanced data scientist, now lives in Seattle. With years of experience in machine learning and deep learning, we are familiar with the requirements analysis, architecture design, algorithmic development and integrated deployment of machine learning and AI products under various business scenarios. Wunda Coursera Deep Learni

AWS Free Tier

AWS Free TierReprinted from: HTTPS://AWS.AMAZON.COM/CN/FREE/?SC_CHANNEL=PSSC_CAMPAIGN=ACQUISITION_CNSC_PUBLISHER=BAIDUSC _medium=cloud_computing_bsc_content=aws_esc_detail=%d1%c7%c2%ed%d1%b7awssc_category=cloud_ Computing_bsc_segment=367sc_matchtype=exactsc_country=cnThe AWS Free tier is designed to help you gain hands-on experience with AWS, which you can enjoy

AWS & ASP.

The raw data storage:s3 Using Amazon S3 with the aws.net API part 1:introduction Using Amazon S3 with the aws.net API part 2:code Basics Using Amazon S3 with the aws.net API part 3:code Basics Cont ' d Using Amazon S3 with the aws.net API part 4:working with folders in code Using Amazon S3 with the aws.net API part 5:s3 in Big Data Using Amazon S3 with the aws.net API part 6:s3 in Big Data II Data Storage Alternative:dynamodb Using Amazon DynamoDb

Detailed process of Python crawling Coursera course resources

This article mainly introduces the detailed process of Python crawling Coursera course resources. For more information, see some typical things, some Coursera courses are undoubtedly classic. Most of Coursera's finishing courses provide complete teaching resources, including ppt, video, and subtitles. it is very easy to learn offline. Obviously, we won't download a file or a file. it's just a fool. programm

Python crawls the detailed process of Coursera course Resources _python

Sometimes we need to collect some classic things, always aftertaste, and Coursera on some of the courses is undoubtedly classic. Most of the completed courses in Coursera provide a complete set of teaching resources, including PPT, video and subtitles, which will be very easy to learn when offline. It is obvious that we will not go to a file to download a file, Only fools do so, programmers are smart! What

Finereport scenarios that are integrated into AWS systems

I implemented the Beijing Yan Huang Ying of the BPM and OA system, the main goal is to control and manage business processes, accelerate Oracle JDE business front-end recording speed and make up for JDE in the process control deficiencies, to achieve BPM data and JDE seamless integration, after 3 months of development, Basically achieved this goal.But AWS itself is flawed, mainly in the form design and print format design, unable to achieve a flexible

[Coursera] Getting and cleaning Data Quiz

of:sum(dat$Zip*dat$Ext,na.rm=T)(Original data Source:http://catalog.data.gov/dataset/natural-gas-acquisition-program)Question 4Read the XML data on Baltimore restaurants from here:Https://d396qusza40orc.cloudfront.net/getdata%2Fdata%2Frestaurants.xmlHow many restaurants has zipcode 21231?Question 5The American Community Survey distributes downloadable data about the states communities. Download The 2006 microdata survey about housing for the state of Idaho using Download.file () from here:Https

"MATLAB" machine learning (Coursera Courses Outline & Schedule)

The course covers technology:Gradient descent, linear regression, supervised/unsupervised learning, classification/logistic regression, regularization, neural network, gradient test/numerical calculation, model selection/diagnosis, learning curve, evaluation metric, SVM, K-means clustering, PCA, Map Reduce Data Parallelism, etc...The course covers applications:Message classification, tumor diagnosis, handwriting recognition, autonomous driving, model optimization, OCR, etc...

By using AWS, Dena/Shanghai tour significantly shortens the launch time of new games and services

costs? Why use AWS As a listed game company, Shanghai Longyou is very cautious about the choice of partners. After careful research and comparison of multiple cloud service platforms, Shanghai Longyou finally chose to use the AWS cloud platform service, the overall architecture is improved by using cloud services such as EC2, VPC, RDS, S3, cloudfront, and route53 of A

dena/Shanghai travel by using AWS massively shortens the time to launch new games and services

is no way to minimize the cost of input and operating costs under the premise of the implementation of a fast server setup?Why use AWSAs a listed game company, Shanghai Longitudinal Tour for the choice of partners very carefully, after careful investigation and comparison of multiple cloud service platform, Shanghai longitudinal Tour finally selected to adopt AWS Cloud platform services, with the help of AWS

PowerShell Automation Management AWS (1)

The beans haven't touched AWS for a while, and have recently looked at the discovery that they can be managed with PowerShell and are excited to write an automated script to configure a highly available website practiced hand. But do not accumulate kuibu not even thousands of miles, first from the most basic things to look at. Download and install the Awspowershell module First, you need to download the corresponding module here.http://a

AWS helped dummi studio deploy HPC projects at a low cost for Scientific Research

research projects. From the perspective of human resources, this is a group organized by students who focus on the promotion of various scientific research projects without dedicated Logistics support teams, such as IT support personnel, provide IT infrastructure support for the implementation of each project; it implementation requires each research project team to promote and manage it by themselves. Therefore, for various research teams of dummi studio, they need to find a service provider t

AWS S3 V4 Signature Algorithm

This is a creation in Article, where the information may have evolved or changed. Original, reproduced please specify: Http://www.jianshu.com/p/a6a8c3c2cead First, the opening statement: The following thinking direction, is based on the Android side (the same as iOS) Aws:amazon Web Services (Amazon cloud service) AWS S3 API Documentation: HTTPS://AWS.AMAZON.COM/CN/DOCUMENTATION/S3/ Minio: (Specific explanation self-Baidu bar) an open-source implement

Gilt how to deploy microservices to an AWS environment, introducing Ion-roller

use of custom scripts and Capistrano. This is a way to work, but it also poses a lot of difficulties. The first attempt at virtualization is manifested in poor performance at peak times of daily visits, where a large number of services are eventually intertwined in the same physical environment, leading to performance anomalies and sometimes downtime due to lack of separation of resources. At peak times, a large-scale deployment of a service consumes multiple threads per request, causing the en

Explain the steps to enable the agent protocol for Nginx when using AWS's ELB service _nginx

When using the AWS Cloud Service, 90% uses the ELB service as a load-balanced solution, and using Elb is much more convenient than building load balancing yourself.   The main benefits of are: 1. Can monitor the health status of the instance at any time; 2. When the server is not normal, the ELB alert policy will automatically send messages to notify the Operators 3. When the server load reaches the threshold, the new server is automatically joine

Automated deployment practices based on AWS

1. Background In the past few years, social, mobile and cloud computing has profoundly changed the pattern of the entire Internet. As a global leader in the field of software design, Autodesk also formally began to transform from a traditional desktop design software provider to an online service, collaboration and mobile end design in 2009. In this transition, the company took full advantage of the huge advantages of modern cloud computing to bring customers much more than the traditional desk

Aws sqs Doc and Ruby demo

# Amazon SQS collects and organizes aws sqs documents and uses Ruby demos # Amazon simple Queue Service (SQS) is a scalable and reliable message delivery framework that allows you to easily create, store, and retrieve text messages. You can use it to build Amazon Web Services-based applications. Using SQS is a good way to build loosely coupled web applications. You only need to pay for messages based on your usage. The entire queue framework runs in

Coursera Special Course--Introduction to program design and algorithm

1. What is a special course (specializations)?If you want to learn a major that you do not understand, you can study according to the special course arrangement. Coursera Special Course collects a field of curriculum, and according to the Order of teaching, it is very suitable for the new people who don't feel well.2. Program Design and algorithmThis special course is a computer Foundation course published by Peking University in

Coursera Series-R programming third week-lexical scopes

(Datasets) data (IRIS)#Exploratory Analysisnames (Iris) head (IRIS)#The following attempts to take Virginica,speal. The method of length is all wrongiris[,2]iris[iris$species=="virginica", 2]mean (iris[iris$species=="virginica", 2])##the above is Error,not correct##tapply (Test$sepal.length,test$species,mean)#using Species.mean to group vectors, this method is feasible, but the above method is necessary to look at the errorLibrary (Datasets) data (Mtcars) #以下为做某个题时的若干测试. And a trial-and-error l

Coursera open course notes: "Advice for applying machine learning", 10 class of machine learning at Stanford University )"

networks and overfitting: The following is a "small" Neural Network (which has few parameters and is easy to be unfitted ): It has a low computing cost. The following is a "big" Neural Network (which has many parameters and is easy to overfit ): It has a high computing cost. For the problem of Neural Network overfitting, it can be solved through the regularization (λ) method. References: Machine Learning video can be viewed or downloaded on Coursera

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