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I'm learning machine learning using SKLearn/Tensorflow. I want to do a demo. I want to produce a front-end website to call the models. However, I don't know much about front-end. I've read a bit and found that I could use HTML, CSS and Javascript.
What is the easiest way to demo AI model using a website ?
Is there way to demo without coding, eg my friend say they use WIX, Wordpress for their website ? Are these tools able to call the AI model ?
AI model is just a piece of code. You will need a server to receive and response using the model, and a frontend to nicely display it.
Since you are using python already, i recommend fastapi for backend and a simple html js using fetch frontend to show the result.
The flow should be like this: frontend have an input, submit input calls to the server, the server call the function to run the model, get result and return back, the frontend gets the result then display.
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I try to improve my career but at this moment I think how would I start again?
What is your opinion? What is the best way to start?
i wish to know the most relevant roadmaps in frontend developer
First of all, you must learn HTML and CSS. After doing that start learning Javascript. Then you can learn javascript frameworks like React, a free and open-source front-end JavaScript library for building user interfaces based on UI components, or Angular.
In beginning, I would suggest React as it has a large developer community and is also a bit easy to understand.
You will also need to learn about making API calls, so learn about rest APIs and postman.
Also, learn how to format the JSON you will get from the backend.
After that, you can work on learning Redux(state management tool) and typescript(a superset of JavaScript ).
TO SUM UP THE ROADMAP :
HTML
CSS
REACT/ANGULAR
REDUX
API
TYPESCRIPT (OPTIONAL)
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How to integrate the evo-calendar[https://edlynvillegas.github.io/evo-calendar/] with node.js and mongodb?
I read each and every documentation
About it but I didn't found anything.It seems silly question.But I am beginner with this, someone help me.thanks in advance.sorry for my poor English
Looking at the Evo Calendar homepage and the GitHub project page, all the docs refer to front-end only. This means that the part where data is written and retrieved from database is not included and you'd have to write it yourself. It makes sense for the project to handle the calendar data visual representation only, since there are dozens of scenarios, how the calendar data can be stored.
So, to move on with this, you'd need to write additional functions or methods to get the calendar working with back-end, think AJAX.
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Guys i'm new in Nodejs,
please can it be used on the web like php?
First you decide what type of situation you have.
If you want to make shopping site, social network etc which use large data processing , then you go for node.js (for example linkedin is made in node.js ).
But if your website does not require much data processing in server side you can go for php.
Nodejs is little difficult to use but once you use it perfectly your website will run smooth.
Both are good languages.
Yes you can easily use nodejs as a server side language.
Nodejs is faster than php. You can use nodejs to speedup your loading speed of your website.
Because nodejs heavily use callbacks.
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Understood the concepts of Redux and Node theoretically - planning to use one of them? both? not sure - How do they compare to each other ? When creating a new app (using React for Example) - can we use both of them? or one of them should be enough? I am stuck with this question. What should be the criteria here? People with expertise with these technologies, please help.
nodejs is a library for writing server-side logic in javascript.
redux is a library for managing application state, either client-side or server-side.
For example, it is possible to build an application that uses redux to manage its state on the client. This application could then communicate to a server-side api that is built using nodejs. The server-side api could also be managing its local state using redux.
So you can see that the two technologies are not mutually exclusive, it is not nodejs or redux. Instead you can choose to use them for their respective purposes separately or in conjunction.
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I have a Node.js script running locally through command line (I haven't developed it so not very familiar with the code) which takes an email address as a parameter and looks up some data and spits out results in a command line table.
I wanted to make a "front-end" for this, like a simple local Webpage where I could punch in an email address and see the response right on the browser itself.
I am not very familiar where to get started without complicating this into a bigger problem than it is. Any guidance would be very helpful here. I haven't really done any web development using Node or JS before but I am familiar with basic web development (and willing to learn) new ways of doing things.
If I can provide any additional information please let me know.
Thank you!
The most prominent framework for developing node apps is express.js. You can't go wrong if you invest some effort into learning express. It will help you with routing and templates, and can generate a skeleton application for you. Read through the guide, and learn:
http://expressjs.com/guide.html
Also you may study the answer to the most popular node question on this site:
How do I get started with Node.js