Ida  Nader

Ida Nader

1602970620

How to use TensorBoard in an Amazon SageMaker Notebook Instance

In this article, I will show you how to use TensorBoard in an amazon sagemaker notebook instance.

In one of my recent projects, I needed to visualize training and validation loss using TensorBoard in a sagemaker notebook instance. However, after searching online, I realized that there is rare blog covering this topic. So I wrote this step-by-step tutorial and hopefully it can help you.

Let’s dive into this topic using a simple regression example.

1. Create sample data

Firstly, I’m going to create a sample data set using NumPy and simply will create a variable called x, which is a sample of random data from 0 to 2π. Then we will compute y, which is the sign of x, where x is a random data. So x is our input values and y will be our truth for our dataset.

import numpy as np
	import matplotlib.pyplot as plt

	np.random.seed(42)
	x = 2 * np.pi * np.random.random((100,1))
	y = np.sin(x)

	plt.plot(x, y,'o')
	plt.xlabel('x')
	plt.ylabel('y')

	x_all = np.arange(0,2*np.pi, 2*np.pi/100).reshape(-1,1)
	plt.plot(x_all, np.sin(x_all), 'r')

We can go ahead and plot that out. the blue dots represent our sample dataset. And the red line illustrate what the sign of x would be.

Image for post

2. Build neural network

Then let’s build a simple fully connected neural network. This is a very simple neural network. It has two hidden layers. We’re going to use 100 nodes in the first hidden layer and 50 nodes in the second hidden layer. And use the ReLu activation for each of these layers.

import torch.nn as 
	import torch.nn.functional as F

	class MyNet(nn.Module):

	    def __init__(self):
	        super(MyNet, self).__init__()
	        self.fc1 = nn.Linear(1,100)
	        self.fc2 = nn.Linear(100,50)
	        self.fc3 = nn.Linear(50,1)

	    def forward(self, x):
	        x = F.relu(self.fc1(x))
	        x = F.relu(self.fc2(x))
	        return self.fc3(x)

	model = MyNet()
	print(model)

If we print the model, we can see a print out of what the model looks like.

Image for post

This doesn’t show us a lot of information visually, but it gives us the information of how many nodes are in each layer and how the layers are connected.

#tensorboard #aws-sagemaker #jupyterlab #pytorch #sagemaker

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Buddha Community

How to use TensorBoard in an Amazon SageMaker Notebook Instance
Ida  Nader

Ida Nader

1602970620

How to use TensorBoard in an Amazon SageMaker Notebook Instance

In this article, I will show you how to use TensorBoard in an amazon sagemaker notebook instance.

In one of my recent projects, I needed to visualize training and validation loss using TensorBoard in a sagemaker notebook instance. However, after searching online, I realized that there is rare blog covering this topic. So I wrote this step-by-step tutorial and hopefully it can help you.

Let’s dive into this topic using a simple regression example.

1. Create sample data

Firstly, I’m going to create a sample data set using NumPy and simply will create a variable called x, which is a sample of random data from 0 to 2π. Then we will compute y, which is the sign of x, where x is a random data. So x is our input values and y will be our truth for our dataset.

import numpy as np
	import matplotlib.pyplot as plt

	np.random.seed(42)
	x = 2 * np.pi * np.random.random((100,1))
	y = np.sin(x)

	plt.plot(x, y,'o')
	plt.xlabel('x')
	plt.ylabel('y')

	x_all = np.arange(0,2*np.pi, 2*np.pi/100).reshape(-1,1)
	plt.plot(x_all, np.sin(x_all), 'r')

We can go ahead and plot that out. the blue dots represent our sample dataset. And the red line illustrate what the sign of x would be.

Image for post

2. Build neural network

Then let’s build a simple fully connected neural network. This is a very simple neural network. It has two hidden layers. We’re going to use 100 nodes in the first hidden layer and 50 nodes in the second hidden layer. And use the ReLu activation for each of these layers.

import torch.nn as 
	import torch.nn.functional as F

	class MyNet(nn.Module):

	    def __init__(self):
	        super(MyNet, self).__init__()
	        self.fc1 = nn.Linear(1,100)
	        self.fc2 = nn.Linear(100,50)
	        self.fc3 = nn.Linear(50,1)

	    def forward(self, x):
	        x = F.relu(self.fc1(x))
	        x = F.relu(self.fc2(x))
	        return self.fc3(x)

	model = MyNet()
	print(model)

If we print the model, we can see a print out of what the model looks like.

Image for post

This doesn’t show us a lot of information visually, but it gives us the information of how many nodes are in each layer and how the layers are connected.

#tensorboard #aws-sagemaker #jupyterlab #pytorch #sagemaker

Why Use WordPress? What Can You Do With WordPress?

Can you use WordPress for anything other than blogging? To your surprise, yes. WordPress is more than just a blogging tool, and it has helped thousands of websites and web applications to thrive. The use of WordPress powers around 40% of online projects, and today in our blog, we would visit some amazing uses of WordPress other than blogging.
What Is The Use Of WordPress?

WordPress is the most popular website platform in the world. It is the first choice of businesses that want to set a feature-rich and dynamic Content Management System. So, if you ask what WordPress is used for, the answer is – everything. It is a super-flexible, feature-rich and secure platform that offers everything to build unique websites and applications. Let’s start knowing them:

1. Multiple Websites Under A Single Installation
WordPress Multisite allows you to develop multiple sites from a single WordPress installation. You can download WordPress and start building websites you want to launch under a single server. Literally speaking, you can handle hundreds of sites from one single dashboard, which now needs applause.
It is a highly efficient platform that allows you to easily run several websites under the same login credentials. One of the best things about WordPress is the themes it has to offer. You can simply download them and plugin for various sites and save space on sites without losing their speed.

2. WordPress Social Network
WordPress can be used for high-end projects such as Social Media Network. If you don’t have the money and patience to hire a coder and invest months in building a feature-rich social media site, go for WordPress. It is one of the most amazing uses of WordPress. Its stunning CMS is unbeatable. And you can build sites as good as Facebook or Reddit etc. It can just make the process a lot easier.
To set up a social media network, you would have to download a WordPress Plugin called BuddyPress. It would allow you to connect a community page with ease and would provide all the necessary features of a community or social media. It has direct messaging, activity stream, user groups, extended profiles, and so much more. You just have to download and configure it.
If BuddyPress doesn’t meet all your needs, don’t give up on your dreams. You can try out WP Symposium or PeepSo. There are also several themes you can use to build a social network.

3. Create A Forum For Your Brand’s Community
Communities are very important for your business. They help you stay in constant connection with your users and consumers. And allow you to turn them into a loyal customer base. Meanwhile, there are many good technologies that can be used for building a community page – the good old WordPress is still the best.
It is the best community development technology. If you want to build your online community, you need to consider all the amazing features you get with WordPress. Plugins such as BB Press is an open-source, template-driven PHP/ MySQL forum software. It is very simple and doesn’t hamper the experience of the website.
Other tools such as wpFoRo and Asgaros Forum are equally good for creating a community blog. They are lightweight tools that are easy to manage and integrate with your WordPress site easily. However, there is only one tiny problem; you need to have some technical knowledge to build a WordPress Community blog page.

4. Shortcodes
Since we gave you a problem in the previous section, we would also give you a perfect solution for it. You might not know to code, but you have shortcodes. Shortcodes help you execute functions without having to code. It is an easy way to build an amazing website, add new features, customize plugins easily. They are short lines of code, and rather than memorizing multiple lines; you can have zero technical knowledge and start building a feature-rich website or application.
There are also plugins like Shortcoder, Shortcodes Ultimate, and the Basics available on WordPress that can be used, and you would not even have to remember the shortcodes.

5. Build Online Stores
If you still think about why to use WordPress, use it to build an online store. You can start selling your goods online and start selling. It is an affordable technology that helps you build a feature-rich eCommerce store with WordPress.
WooCommerce is an extension of WordPress and is one of the most used eCommerce solutions. WooCommerce holds a 28% share of the global market and is one of the best ways to set up an online store. It allows you to build user-friendly and professional online stores and has thousands of free and paid extensions. Moreover as an open-source platform, and you don’t have to pay for the license.
Apart from WooCommerce, there are Easy Digital Downloads, iThemes Exchange, Shopify eCommerce plugin, and so much more available.

6. Security Features
WordPress takes security very seriously. It offers tons of external solutions that help you in safeguarding your WordPress site. While there is no way to ensure 100% security, it provides regular updates with security patches and provides several plugins to help with backups, two-factor authorization, and more.
By choosing hosting providers like WP Engine, you can improve the security of the website. It helps in threat detection, manage patching and updates, and internal security audits for the customers, and so much more.

Read More

#use of wordpress #use wordpress for business website #use wordpress for website #what is use of wordpress #why use wordpress #why use wordpress to build a website

Marcus Anthony

1612355729

Amazon Pay Clone, Amazon Pay Clone Script, Recharge & Wallet App Solution

Mobile wallet applications have become the new trend in today’s world. Apps like Amazon Pay, Paytm, PayPal are some of the leading apps that are owned and used by millions. Be it paying bills, recharging, or money transactions, everything has turned easier because of these apps. There were days when people used to travel for hours to do these tasks have been totally transformed. Moreover, consumers can use these e-wallet apps while paying in a store, either for shopping or while eating out. Thus, as far as mobile wallets are concerned, they are a convenient way for handling all the tasks involving finance.

As an aspiring entrepreneur, if you wish to succeed in your business, without second thoughts, go for Amazon Pay clone app development. Let’s narrow down your thinking processes for a quicker stride forward by analyzing the types of apps first.

Types of e-wallet apps you could develop:

Retail application: An app like Amazon is considered the retail app because it has a mobile wallet in it. It has all the basic functionalities, which helps users to redeem coupons and reward points. All the payment modes are accessible through the app, including net banking.

Dedicated app: The app allows P2P money transactions by storing a variety of cards. You could also make international money transfers using this app. Example: PayPal, Apple Pay, and Amazon Pay.

PoS payments: The PoS payment wallet apps are found at the stores. It is exclusively used by the users to make contactless payments without having to stand in a long queue.

Wrapping up,
Choose the best type of e-wallet app you want to develop and join forces with our Appdupe. Grab the cutting-edge Amazon Pay Clone script and launch an app in a week!

##amazon pay clone ##amazon pay clone script ##amazon pay clone app ##amazon pay clone app development ##amazon pay app clone ##amazon pay app clone development

dia adalyn

1613130444

Empower your e-commerce business by building an app like Amazon

We at Appdupe incorporate the app with the latest techniques to meet the customer market trend. The app is enriched with the highly-advanced and innovative features that help you deliver the best Amazon clone script that helps turn your e-commerce business ideas into reality. We offer a top-notch Amazon clone app development and a ready-made clone application perfect for any business sector. Every feature in it is set to expand your business, which can also be altered with your brand name. By developing an app like Amazon, you can easily reach your customer anytime anywhere that eventually helps increase the business revenue.

Read More, https://www.appdupe.com/amazon-clone

#amazon clone #amazon clone app #amazon clone app development #amazon clone script #amazon app clone #amazon like app development

nancy martin

1626419753

Activate Amazon Prime || Amazon Activate MyTv || Amazon.com mytv

Amazon Activate MyTv:- Amazon Prime provides a variety of benefits for its customers. Amazon Prime videos is one of many outstanding features. You can browse through thousands of movies and find the best shows with the help of this feature. However, you may not feel comfortable watching a movie on your phone. Amazon was aware of this discomfort. Amazon designed its prime video service so that smart TVs can be used seamlessly. The sad truth is, many prime subscribers don’t know this. They might ask: How can I sign in to Amazon Prime on my TV?" You are likely reading this post because you don’t know how to activate Amazon Prime on your Android and Apple TV. This post is for those who are in this situation. Let me assure you, Amazon.com/mytv is straightforward. But, first, let me answer some important questions to help you get the full picture.

Read More:- https://www.customerservicephonedirectory.com/amazon/amazon-my-tv/

#activate amazon prime #amazon activate mytv #amazon.com mytv #amazon prime tv code #amazon mytv