SageMaker Lifecycle Configurations for custom environments
Preface
Amazon SageMaker is great for us data scientists and machine learning engineers for exploring data, building models. The range of preinstalled packages is great and enough for normal scenarios. But for having new and specific versions of packages "pip" or "conda" managers can be used.
What this blog will give you?
A template to bend and flex according to your requirements and get lifecycle configurations done fast. 🚀
The Problem 🧠
The sole issue is eve
Some basic Machine Learning concepts
Background
Machine learning is a discipline that uses mathematical tools like linear algebra, statistics and calculus under the hood to mainly explore problems related to prediction: predict the price of an index fund, predict the weather tomorrow and so on.
The field has grown in popularity and sees application in a diverse number of fields today largely due to two factors: growing computational power and larger, high-quality data sets (big data) that allow us to make better predict
Currently Looking For A Node.JS Role 👋🚀
Hi everyone 👋,
I’m Ahmed Bankole, an experienced software engineer with 5 yrs+ experience in building softwares, tools and web applications and have a passion for building tools that solve problems.
I left my current company and decided to explore and give myself more access to new roles and opportunities but unfortunately I’ve been unable to land roles despite my experience and portfolio.
During my previous role at my last company , I had the opportunity to lead a team of 7 engineers remotel
Validate SvelteKit endpoints with Joi
Intro
In this post we are going to build a very simple fullstack app using SvelteKit and add an endpoint parameter validation to it. A lot of projects usually host their backend on a separate project serving from a subdomain. But SvelteKit can be used as a fullstack framework and it's easier to maintain one project rather than two.
Validation
It doesn't matter if you choose separate backend or all-in-one SvelteKit, you should have a backend validation for api endpoints as
Paginated & Infinite Queries
Paginated/Lagged Queries
Rendering paginated data is a very common UI pattern and in React Query, it "just works" by including the page information in the query key.
To perform paginated queries consider we have a list of colors, we can perform pagination as follows:
import React from "react";
import { useQuery } from "@tanstack/react-query";
const fetchColors = ({ queryKey }) => {
const pageNumber = queryKey[1];
return fetch(
`http://localhost:4000/colors?_limit=2&
Series: Things I Wish I Knew Before in JavaScript - Intro
At the beginning when you're starting with JS, one of the things you realize quite fast is that there are so many ways to code something that you want to achieve (other than running that code without breaking everything), at the same time there is a lot of confusion between which method or procedure you should use, and when you look at the code of more advanced JS devs you might want to quit coding... but you don't have to, you can get there too.
I started programming in JS about ten years ago,
MY JOURNEY IN TECH
Little did I know that I could learn so much detail and technicality in the software development field.
My interest in tech all started in 2018 when I partook in the WTEC volunteer program. Here I was training young secondary school girls about the importance of tech in their education.
Fast-forward to August, 2022, I have a first-hand mind-blowing experience in software development when I started learning Full-stack engineering at Brighter day Codelabs Academy.
It's been 2 months of topsy-tu
Quick tip 1 - How to remove an index signature from a type?
Prehistory
During my work as a React developer, I found a situation when you need to remove an index signature from a type.
A simple example, the type utility Omit doesn't work properly when a type has an index signature. I've worked with the react-select js library and I'd wanted to get all base attributes of a SelectProps using Omit<SelectProps>, but received an any type. Trying to solve the problem, I located a problem inside SelectProps - it extends from a SelectComponentsP
10 Best Javascript Rich Text Editors
This is a list of awesome WYSIWYG editors.
If you have any questions or suggestions, please leave them in the comments section!
Quill Rich Text Editor
Quill is a modern rich text editor built for compatibility and extensibility. It was created by Jason Chen and Byron Milligan and actively maintained by Slab.
To get started, check out https://quilljs.com/ for documentation, guides, and live demos!
GITHUB
ContentTools
A JS library for building WYSIWYG editors for HTML
Sitemaps
“Links, videos, images, and content generally there’s no website that doesn't use them, But do search engines know what your website uses? ”
What are Sitemaps?
A sitemap is a file that lists URLs for a site with metadata about each URL, so that search engines can more intelligently crawl the site.
We use sitemaps to provide information about the types of content on your pages:
An image entry can include the location of the images included in a page.
A news entry can include the
Media Queries CSS, responsive design and css grid media queries
Let's talk about media queries and the media at-rule. The media at rule can be used to style an element based on the result of one or more media queries. In layman's terms a media query is the browser going hey what kind of device am I on and what are its characteristics. This can then change the styling of a web page if the characteristics of the user device match certain criteria set by the developer. You can then have multiple queries to handle different devices and environments. Be careful
Pandas reorder columns
pandas is a python library that helps to analyze data by using the data analysis algorithm of data science.
Pandas reorder columns by using multiple easy methods. Here we are going to reorder pandas columns categorically by index, by value, alphabetically, in reverse order, etc.
Here we first create a simple dataframe by using the pandas library.
#Simple dataframe
import pandas as pd
df = pd.DataFrame(
{
'Name' : ['Brian', 'Morgan', 'Anderson', 'Clark', 'Junaid'],
'Subj
A video tutorial on how to teach at Learnitive.com?
How to teach at Learnitive.com?
Being a digital content marketplace, Learnitive.com allows you to create. or learn awesome video courses, interactive text-based courses, projects, quizzes, assessments and so on. We allow everybody to teach and learn just about anything of academic in nature at Learnitive.com.
First, you create an account sign-in, then simple click on the become instructor button on the page https://www.learnitive.com/become_instructor and you will become a Learni
Add a New GitHub SSH Key Automatically 🔑
Every time you get a new machine and want to connect GitHub with SSH, it's so annoying to set up. Generate the SSH key after googling for a while and then manually copy & paste it to GitHub on their webpage.
Is it possible to do this whole process on the command line? Yes!
Today I'll introduce this brilliant CLI tool - gh-ssh-keygen.
How to use gh-ssh-keygen
There're two ways available.
Simply run this command if you don't want to install anything.
/bin/bash -c "$(curl -fsSL
Stupid form generator
Or why full automatic forms generators are often a fake good idea, and what to use instead.
But first things first, why do we use form generators in the first place ?
Forms take more time to develop than expected
Let's say you want to build a login/password form. 2 input fields + a submit button. Seems easy and looks like it will take 5 min.
But experienced developers learned the hard way that forms hide some complexity :
Field validation
Error messages
Layout problems
If you ne
Mutations
Over the past lessons, we went through the data fetching aspect of React Query now it's time to focus on the data hosting aspect i.e. interacting with the back-end of the application.
Unlike queries, mutations are typically used to create, update and delete data or perform server side-effects. These CRUD operations are pretty basic in any application that interacts with the back-end and React Query not only takes care of all such scenarios effectively but also goes the extra mile to make things
AWS CLI vs Azure CLI
Hello, everyone!
I want to compare AWS CLI and Azure CLI. I want to make this comparison simple. So here we are,
Feature
AWS CLI
Azure CLI
Platform
Have all common OS (Linux, MacOS, and Windows) + Docker. Details
Have all common OS + Docker. Details
Update CLI
Use the same way as installing
Have specific command to update az upgrade and support automatic update. Details
Source Code/Repository (Anyway, the star count maybe will be updated in the future)
Open Source. Have 12.9k stars Details
Hacktoberfest 2022 guidelines
Whether you are a seasoned open source professional, an enthusiastic community contributor, or dipping your toes in for the very first time, there is an opportunity to participate in Hacktoberfest.
Registration Date Start:- 26/09/2022
Register Yourself:- https://hacktoberfest.com/participation/
Download the Event Kit:- https://hacktoberfest.com/_next/static/media/event-kit.4f2bab5f.zip
Py-contributors Repo Open for HacktoberFest
https://github.com/codePerfectPlus/AlgorithmsAndDataStructureht
cppq - Simple, reliable & efficient distributed task queue for C++17. Backed by Redis.
<div><p><a href="https://github.com/jafarlihi/cppq">https://github.com/jafarlihi/cppq</a></p></div>
I made a usefull REST API to help Frontend developers enrich their portfolio
https://github.com/cheatsnake/shadify
I called it Shadify (means that something is in the shadows, hidden from others). This is a small and fairly easy to use REST API. It contains a collection of puzzles and games for which you can generate different data and do all sorts of logic (like checking if the solution is correct) directly on the server, via simple http requests.
What can I do with it?
First of all, I think it can be useful for new front-end developers who want to enrich