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JavaScript vs Python: What are the differences?
Developers describe JavaScript as "Lightweight, interpreted, object-oriented language with first-class functions". JavaScript is most known as the scripting language for Web pages, but used in many non-browser environments as well such as node.js or Apache CouchDB. It is a prototype-based, multi-paradigm scripting language that is dynamic,and supports object-oriented, imperative, and functional programming styles. On the other hand, Python is detailed as "A clear and powerful object-oriented programming language, comparable to Perl, Ruby, Scheme, or Java". Python is a general purpose programming language created by Guido Van Rossum. Python is most praised for its elegant syntax and readable code, if you are just beginning your programming career python suits you best.
JavaScript and Python can be primarily classified as "Languages" tools.
"Can be used on frontend/backend", "It's everywhere" and "Lots of great frameworks" are the key factors why developers consider JavaScript; whereas "Great libraries", "Readable code" and "Beautiful code" are the primary reasons why Python is favored.
Python is an open source tool with 25.3K GitHub stars and 10.5K GitHub forks. Here's a link to Python's open source repository on GitHub.
According to the StackShare community, JavaScript has a broader approval, being mentioned in 5080 company stacks & 6471 developers stacks; compared to Python, which is listed in 2826 company stacks and 3632 developer stacks.
Hello Folks, my first time here, and for requesting advice. I am trying to create some automation from my cloud stack on AWS to something more cloud native. I have containerised the services, however, I am stuck at DB, my Data warehouse, and messaging. Would love some recommendations on how can I automate this for some future work too.
I recommend cloud-init for base setup of machines and configuring them.. Its simple (YAML file) and is industry standard. Even works on bare metal as well as cloud.
Hey everyone, I have a matrix chart drawn in HTML5/CSS 3 dominantly using CSS grid. I would like to add interactive features and am unsure about the best tool. My programming knowledge is limited to 2 semesters of Java in college, so I'd have to learn the language as I go. I am open to anything, but the selected languages would be useful in future projects.
Here are the features I am attempting to add to the site linked as my blog:
Assign over 120 attributes each to over 400 elements (probably in a DB)
Procedurally position elements in a matrix chart based on user-inputted filters (filtering and searching)
Procedurally position matrix elements based on attributes weighted by user-input
Change style of elements based on user input (highlighting)
Allow saving matrix chart states to be revisited or shared
Provide a user-friendly interface for users to submit the above input
Build several columns or matrices that are separate but related and seamless to the viewer
PyCharm + Python + Flask + Jinja2 is enough to build web server/ajax and JavaScript + JQuery (maybe React). You can write small easy application but also extreme high scalable application.
I know Java but it need 4x time more code and code is not clear (too much forced use of @decorators) - too complex and takes more memory :)
Remember if you code in Python it is easy to code in Java but if you code in Java you must understand that Python is much more flexible and powerful - also easier to learn.
There are two main facets to interactivity - whether your frontend (Javacsript, HTML, CSS) is programmed to behave dynamically based on events and on any other preprogrammed behavior, and based on what information your server can send and receive and compute for the benefit of your frontend. For the former (a dynamic frontend) you'll need to use Javascript (or Typescript) in some form. For the latter (a server with custom behavior and data endpoints beyond just sending static HTML etc. files), any of the major languages can serve this purpose. However, if you are going to create a dynamic frontend with Javascript and don't know that language at all, then learning it will be a task in itself, and without knowing a backend language well either (probably the case with only two semesters of one language a while back), you ideally don't want to also have to learn a whole other backend language on top of that. That's where NodeJS comes in. It has essentially the same exact syntax as frontend Javascript (just different native libraries). Since you already need to learn Javascript to make the frontend behave dynamically, if you also want a custom backend, NodeJS will spare you a big learning curve on top of the existing learning curve of learning JS. NodeJS is also highly performant for low-compute high-volume requests, i.e. handling a large barrage of requests if each doesn't require a lot of complicated behavior on the backend. A lot of coding bootcamps teach this, commonly called "full stack JS", for this reason - it allows someone to learn a constellation of full stack web development skills from the mastery of one language syntax. NodeJS + ExpressJS is also one of the easiest backend languages + REST API library to use to build a backend. Look up "NodeJS Express Hello World", and you'll be shocked at how easy it is to build a basic server. As far as frontend frameworks go, if this project is very limited in scope, JQuery could be fine, but I'd highly recommend learning React for something more involved - it will be immensely easier to manage and maintain, and generally lends itself to much better and more intuitive code organization. Its use of components will also be somewhat familiar and intuitive from the object oriented programming you learned through Java. Create React App is great tool to use, especially when first learning React, to avoid all of the finicky nonsense in configuring transpilation etc.
Use Javascript alongwith HTML CSS and you have complete set of application ready (even for future for PWA or bundled applications).
You can use charts.js library https://www.chartjs.org/ or https://apexcharts.com/javascript-chart-demos/. You can find many examples, you can have a look at https://codepen.io/ksarpotdar/pen/NWyqqZM?editors=0010

Ok. Clearly you forgot the best tool to give for interactive features. JavaScript! In particular I recommend the freeCodeCamp JavaScript course. Here it is.
I am unhappy. When doing my research, I heard Python is useless. Data science is an unworthy field thanks to TensorFlow, and web scraping has also become pointless since the introduction of the PWA. Since PWAs are only frontend, I feel forced to learn JavaScript, and to ditch Python. I love Python with all my mind, it's simplicity, conciseness, and easiness as a tool. Here are a few questions:
- Should I forget Python and move on?
- Are there any PWA alternatives to JavaScript/TypeScript. I've been thinking of using Python for WASM and use HTML+CSS for the DOM to create the PWA. Is this possible?
- Why is JavaScript such a pain in the butt
- What's the point of me learning Python if it's not useful for web development?

You should not ditch or forget Python because of what you hear or because of one particular project. It's probably going to stay relevant and useful for the coming 20 years. If you're a programmer, you should however be prepared to use several tools, and programming languages are just part of the toolbox (like HTML or CSS, but also your IDE, powershell, linux commands, etc.) It's not for nothing that this site is called "stackshare".

Python is great for data science but it's not very performant and eats up loads of resources. I recommend that you give Go a go. It's easy to learn and very fast!
JavaScript is reduced Python. Python is powerful. If Python is not powerful you can mix it with C/C++ - this is not available in JavaScript in easy way. I am programmer and electrical engineer too - I think for research Python is the best thing. JavaScript is better for Web. I code in both very good.
Python is definitely not useless, It has a ton of usecases, with a huge community behind it, but not that performant and consumes lots of resources, I don't think you should abandon it, and PWA is kind a in its early stage, so I doubt that there will be any language better than js for developing it any time soon, so I guess there are no alternatives, but I guess you will like js/ts if you spend a little more time playing with it, and the same goes for wasm it is also in its early stage, and i guess web assembly and rust will be used a lot for that, and lets say you have built a frontend web app , now with the help of python + django or flask you can write server code, and learn a little bit about databases, then bravo you are a full stack dev.
Actually, I'll add, C++ and C# as well.
Well, I'm into Computer Science since 1996, so I understand a bit of everything plus a lot of different OSs, I study 10 hours per day every day. However back in the 90s we didn't have books or universities about programming, all were passed through if you knew somebody in that profession. Which I did and in that time, he showed me .NET and MySQL, and that offered a lot of jobs also Java. Today you have a lot of options but I'm already discarding new languages as I believe they will jot succeed.
My always dream was to create game, and software. I don't understand all programming concepts and I'm studying all languages at the same time, so I'm heavy loaded. But that keeps me more aware.
I made a choice: use Python for everything but if you want performance, apps, security, compatibility, Multiplatform. What should I choose? The real question here is: which language should I go 100% and that language will teach me all I need about programming BUT without getting lost in that language forever (I discard any Assembly possibility) and one that has full documentation, support and libraries.
In my experience: I found a lot of info for python and java. But hardly I have ever found anything for C lang, C++ and, what about C# (it's only for Windows, is it easy, I saw a lot of documentation). Thanks!!
Python can be linked with C++ both language are similar in many places (using same libraries or concepts to build libraries) - except memory and static types. C++ is more assembler and have different syntax (need 3x-4x coding more).
If you do engineering it is perfect stack - Java is to slow in coding (4x more code) and little faster than Python - whatever it is hard to mix Java/C++ what is easy Python/C++.
In the most program you do not need super performance but if you need C++ is the best and have rich Object Language much richer than Java and more poor than Python. Python is true object language - everything is object.
Whatever sometimes more important is framework than language for specific use.
I would go with Python, it is fast to code, readable and very powerful without giving you too much to think about (e.g. memory management). If you're looking for speed, Cython is a fairly good way to get there, since Python is a C-based language it can be compiled to C using Cython and will get you a very significant boost in speed! You can also make use of C libraries if you prefer. The only downside to Cython over Python is that it is compiled and not interpreted, which can make debugging a pain (but you might find yourself doing most of the debugging in Python before switching to Cython). C languages are a bit of a pain to read up on (API, libraries etc.), but Stack Overflow has you covered in most cases!

All programming languages are cross platform except Java, but even that's not that bad. Performance: C(++), Go, Rust, Java, Ada, OCaml, Haskell, C# Apps: JS, TS, ReScript, Go, C(++), Java, Haskell, C#, Dart Security: Java, Go, Rust, COBOL, C(++), C# Compatibility: Java(due to it's VM), C(++), Go, C# Libraries: Java, Go, C(++), C# Documentation: Java, C(++) (since they are mature) What do you mean without getting lost in the language? I'd not advocate for C(or C++), considering it's hard to understand the memory, and it's for those into programming theory. You are looking for all you need. Go for Java, it has a library for everything, it has a reasonable learning curve, and pretty much you are going to encounter it everywhere- it's like a programming black hole you can't escape.
Hey I'm currently an undergraduate in computer science for almost 5 years now, still left with a few courses before I complete. I know that I'm not good at programming but still I choose developer based programming career approach, I have made plans to start my career in websites, etc, for that, I have purchased books related to HTML5, CSS , JavaScript. I'm currently learning HTML5 and CSS only and after this some JavaScript I am really confident in my decision but would love to know what an expert developer advice thanks in advance.
Whatever you do don't go WordPress path. Developers over-there tend to ignore system limitations and hardcode and overengineer their solutions so as to please their clients. If you are a beginner probably you'll get to work on someone else's shitty code and will be asked by your boss to do "yet another impossible thing with Wordpress". And... Probably... You'll do it.
My suggestion is: think in stacks and don't start too low. Starting with HTML, CSS3 and JavaScript is too low. Start on higher levels and with something practical. You'll have time for basics some time later and it would be much easier, because you'll see those technologies are compliment to what you do and not your main objective.
My suggestion for you:
- Android Mobile App Development path (complex enough so you won't get bored)
- All things web3 crypto, nft, virtual reality, blockchain path (has tons of computing web development tasks)
- Cloud computing setup and administration path (good, because you say you're not good at programming)
- Artificial intelligence and automation (this is future, people need this)
I've also found it helpful to think of each stack as a surface (find Google Images "radar chart") . Every time you try to learn something new you start in the center, with all technology-points overlapping. You are as low as you can get and you know nothing. Your job is to expand outwards each technology so as to make a stack-surace. The more surface the better. You'll see that some technological-aspects are easier to expand than others and plan your time accordingly.
Have a good start!
You can also try starting with one of the big marketing agencies. Even if you don't feel like you're ready to start as a web developer (you likely are, though, they hire at all levels) you can start as a content author or similar supporting role until you're more comfortable, then transition into a development role within the same company when you're ready.
I would recommend you to learn these quickly and get on learning a good front-end framework like Vue, ReactJs, Svelte. Pick up real world projects not just learn from books. Always keep learning about the new technologies used to develop things because IT Web development tools and their approach is growing faster than ever, you have got to keep up with those new techs and tools. Final advise, open any job portal, find your targeted job and see what requirements are their.

JavaScript is an ever growing technology with lots of opportunities and great depth for both front end and back end development. I would say that JavaScript is a safe bet in terms of furthering your career as a developer in 2022 and beyond. There’s lots of tools and frameworks based on this language that you would have to make decisions on which ones you want to become an expert. I recommend you follow interesting people that you admire to draw inspiration from. Such as Ben Awad or Jeff Delaney. Check this web page recommended to me by the latter on his YouTube channel “Fireship”: https://2021.stateofjs.com/en-US/resources/
I don't believe that you are confident about your decision to follow a career path as a developer. This migh be your department's fault and not necessarily yours. Most good developers are already working as developers at that age. Although your current status states that you are an intern you are struggling to find a good starting point. Since you are interested in website developmnet you can start learning programming using a mainstream CMS such as wordpress. Do you know how many companies and self employed guys make their living by customizing wordpess? But if you want to step out of the crowd then seek for junior jobs on a fintech or on a vertical market such as travel or betting. Search for online job oportunities and find out what technologies these guys use then take an online course and start learning the language. Within a month or two apply for a job as a junior and use as reference the online course.
JS + HTML + CSS only tackles the front-end of programming. I suggest you can start to learn by finding an open API related to something you love and then creating a website for it. (E.g. movies, documentaries, music, whatever you are into) Also you can do this dude's tutorials https://www.youtube.com/watch?v=dtKciwk_si4
Later on, when you've already one a few projects, start to learn the backend side of things (database + whatever you want - C#, Python...)
this article might help you. Web development is a combination of skills. not only developing skills but also SEO and other stuff. codehub.lk/web-development-skills-you-must-have/
I am about to complete my graduation with a computer science background. I want to pursue my career in software development. My front-end knowledge is very poor. I didn't like PHP so I didn't go for Laravel. My university offers a course on ASP.NET, I liked C# that's why I took asp.net. But now I think .net tech is unnecessarily complicated and most of the job offers available for .net are not for freshers. Should I try js and Node.js now? I mean as a fresher which tech stack should I choose for web development(Backend)?
Just don't .NET
. It was a failed idea from the start. Node and javascript are easier to learn, with much wider adoption, and more active communities.
.NET
is an old experiment in using a markup language to separate the UI from the business logic. The idea was that this would allow a small team of hyper-competent engineers to build the tooling and code for a large team of less-skilled front-end developers to leverage. In practice, leveraging that customized UI markup requires understanding and adjusting the underlying code. The result is that any UI change requires a hyper-competent .NET engineer.
However, many larger companies bought into it a long time ago, and now have a hard dependency on old monolithic .NET ecosystems, and they do need .NET developers to maintain them.
So, you can get a well paying .NET job without much difficulty. However, you'll neither like it, nor be doing anything interesting. There's no growth here, only a very long slow death of .NET (that'll probably take another 20 years).
Node and Javascript are sticking around, and still growing.

What I can see, you are confusing yourself, if you studied .Net now it's better to work as .Net developer, and you will find opportunities as fresh. Just search and don't waste your time. After you get more experience in .Net, then you can learn NodeJS if you still need to learn it.
I want to create a mobile-first e-commerce platform app. I think Dart and Flutter is a way for me to build cross-platform apps from a single codebase but I might be wrong so what do you guys think?
I also don't know what to do about the back-end. I mean managing the database of products and users. handing orders and invoices. I think Firebase can be an answer to my problems but how far I can go with firebase and its user authentication and database tools? Just firebase is enough for all my back-end needs?
What suits my needs, a relational database or a non-relational database?
Do I need to learn another programming language for handling back-end, like Python or Go?
I would appreciate your opinion. Thanks
Hi, I have 3 years with Flutter and I can see that Flutter with Firebase will be a good choice for you, Just start with Firebase, it's a little bit expensive when you have a lot of users, but there you will have some money to build your own API using any other language, and here I recommend Elixir or Python.
And about what you need to learn: - Dart - Flutter - State management for Flutter - Firebase
Then you can publish your app finally, and I wish you a happy published app :)
Hello, I am still a student and would like to ask a question. Currently, I am developing in mobile development with Flutter in the frontend and Python in the backend part. Right now I have to make a choice about developing a mobile app or developing a backend to progress more professionally. My questions are as follows:
1) If I prefer the mobile application area, will I only work with the Ui/Ux developer with the front-end and code the designs in Swift Kotlin languages, am I responsible for the back-end software?
2) I have a product that generates new ideas so I like to control the development and work there because the backend is the brain, but are they independent from each other in the backend mobile application? Is the mobile app developer responsible for the backend software?
3) I don't like graphic design because I don't like it if it's not perfect and I get stressed. Am I responsible for the graphic design in the mobile app?
4) Is a mobile app developer also a backend developer?
I know these are very simple questions, but they are very important to me. Thanks for your answers.
Hi Hüseyin! 1-2) In my experience If you are a Mobile Applications Developer you will have the following responsabilities: - Develop (not designing) both functionality and screens of the app you are working - Consume (not develop) third party or self company owned APIs or Backend services - Distribution tasks. - Mantainance tasks. Now, there will always be companies wishing you know the whole thing (ui/ux, backend, frontend, mobile, cd/ci, data science, etc.). And of course it will be helpful for you to know a little bit of the stuff around mobile development, but it's not very common since it's not part of the responsabilities of a mobile app dev.
3) No, you are not responsable for the designs of your application, that's why companies have Product designers, ux designers, ui designers for preparing the screens, logos, color palettes, etc for products. As a developer your job is to see and examine the designs and take them from Figma, InVision, Zeplin, etc to the Code editor.
4) This is the thing, if you are working as a Mobile Developer you might know about Mobile development, not backend, not frontend, not ui ux. BUT if you know a little about backend that might be helpful although backend should not be your responsability.
I hope this makes sense to you. Cheers!
As a mobile developer, I'm usually a member of a larger team and it's usually another person's responsibility to develop the backend/API, and another person's to do the UX/design. Very very few teams use cross-platform tools like Flutter or React Native, because tools like those tend to make mediocre apps that scale poorly and are impossible to debug, so make sure to get familiar with Swift/iOS or Kotlin/Android (or both).
Hi! I think most of your questions led to these answers:
Mobile software developers don't responsible for the back-end part, or even graphic design. Of course, the back-end part should be done by a back-end developer. The graphic design, I'd say that if you work on a start-up, you might be the one who does since there isn't much manpower there, but in the larger company, they would have a designer especially in UI/UX. You'll have a mockup for the application that you need to follow. As a developer, you're expected to code, not design.
I've said that the responsibility isn't yours, but of course, you'll have an advantage over others if you know UI/UX, or back-end as well. That would help you a lot to be a good mobile developer.
Good luck!
Hi, I learned some skills like HTML & CSS and JavaScript. Now I am learning React but sometimes I feel that I'm not good enough in the skills that I learned before although I make projects by any skills I learned. Every moment I feel that I need to be perfect and I know it's a wrong feel. Now I try to know How can I determine that I have the basis of any skills that I learn I mean that When can I move from learning completing tutorials to learning according to my requirement.
I admire your hard work for learning new technologies, but I would definitely recommend you to go out there, find internships and then learn by doing. There is not too much you can learn just from the tutorials, there are other important factors that you need to be a good programmer, you need to communicate, and do projects according to the liking of the client/project manager.
I would say it again, go out there and find internships to gain experience.
Build a relatively more complicated project. Probably a solution for a problem you might facing rn. Take a few months to build it. Get yourself stuck in the bugs. Try to get outta that bugs. Don't worry about that imperfect feelings. Even senior devs go to Stackoverflow to seek help. And most importantly, finish the project, and don't give it up in the middle of the journey.

I think with anything related to personal development is about comfort zone management. Being too comfortable one can feel bored, too outside ones comfort zone one may feel out of their depth. I'm sure there's more to this down the rabbit hole of psychology. However I found learning about motivation and striking the right balance of extending myself has truly helped keep me pushing forward at a steady pace. In the end do projects that are motivate you whilst incorporating learning as you go. So pick a project that you know is possible, that you can achieve if you put the work and effort in, and that the outcome of it will be as you expect. I think even the perfectionist in you will find that satisfying.
I was in your situation 6 months ago. I was well experienced in HTML, CSS, JS and NodeJS but wanted to learn React too.
What really got me going was doing one project for my customer. It was a good basis to learn React in a real environment and it got me rolling.
I can only advice you to do some REAL projects, not a a tutorial to-do list application of sorts: these won't teach you around hard stuff to handle as they are very controlled.
Go out there, create a real application for a business or as an intern somewhere. :)
Generally speaking, what are the most important things you expect a junior developer to know and be able to do from day 1 in your respective tech stack? Firm grasp of OOP? SQL? MVC? ORM? Algorithms and Datastructures? Understanding CRUD & the request response cycle? Database design? framework familiarity? Postman? Deployment? TDD? Git? Language-specific knowledge? Other things?
Start with building a solid understanding of computer science fundamentals. Understand the basics of building blocks - memory, processing, storage, networking. Understand what CPU bound, memory bound, I/O bound, network bound processes are. Understand the cost of accessing data from Memory vs. Disk vs Network. Understand how multiple CPU threads help in optimizing the performance of a single machine.
Build expertise on a programming language. You may pick any language of your choice. I would recommend starting with Java / Python. Make sure you know one language really well. Build a strong understanding of Data Structures and Algorithms. You should be able to develop an intuition on when to use what. You may practice DS and Algorithm problems, using the language of your choice, on a competitive coding platform (e.g. Leetcode) or by building your own App!
Next, get familiar with basic cloud computing and distributed system concepts. Here is a good resource for that - https://www.youtube.com/watch?v=p7NkTUyEE1o&ab_channel=JeffreyRichter If you understand the computer science fundamentals well, you will be able to apply those concepts here as well.
Hope it helps!
Ability to read code and willingness to try to reason flow of operations and information. Tools and technologies change, one doesn't need to have them in toolbelt from day one. All things you name are relevant in some contexts, so it's not bad to understand them.
Just learn to learn. Learn to search and develop your logical thinking, that's all you need. No books, no deep study of how computers work, just logic and willingness to learn
For me, it is less of a specific technology you know (although I would prefer you have some knowledge of some of my team stack). It is more the way you get into a problem, the eagerness to learn more, the true sincerity to say "I don't know", the open mind to find solutions in different ways and the "Yes we can" mentality no matter how hard it is.
Most employers don't expect from you to know how to implement CI/CD or any other funcy stuff. As junior developer you should focus on building a good toolset of good software practices & principles. Your soft skills are important as well. Learn about soft skills. Be eager to learn, be humble and show you talent and your creativity through your work. If you want to become a good developer ( at first) and a star engineer (at a later stage) then computer programming (coding) is your number one priority . Coding is like painting. Putting aside your talent, you have to practice a lot and improve your outcome each time. As junior developer you can learn how to write good code by studying existing code found in public git repositories (i e , github). As junior developer you should study some good software principles (i.e., DRY, KISS, YAGNI) and always recall them each time you write software code. As junior developer you should learn about coding standards and conventions. You will have to follow to your company's coding conventions (soon or later) as well as you will realize that you have to write code cosistent to the existing code base. At the end of the day, code consistency matters a lot. You have to improve your code day by day. If you manage to follow some good software practices you will find out that you will need an ORM to work with your database. Then you will realize that you need the X web framework to build your REST API etc. To sum up, you will start building a toolset with a single programming language and some good software practices & principles and then you will put new tools in it day-by-day.
Ever since the introduction of the PWA, I felt forced to learn JS, React, and Angular. I encountered WASM, which compiles Go/Rust to JS. I decided to give go a shot and made a simple weather PWA that tells the weather of various Japanese cities. It was 40x faster than Transcrypt and 0.9x faster than regular JS. Go is even simpler than Python when coming to tools like list comprehension and Pandas.
Coming from a C/C++ background, I picked up PHP 20 years ago. Today, the language is still in constant evolution while still having a stable base. It powers all of my backend project. It is fast to prototype and get started, and is supported almost everywhere.
Python and Node.js do not provide anything that PHP cannot already offer, so there is no point for me to switch to those language. Mature framework like Laravel provides real ease and speed of development to kick-start any new web project, be it a simple API or a robust ERP running on server-less architecture. There are libraries available for machine learning, crypto, web3 and pretty much anything you can think of.
I’m well aware of the hate that php receives and some of it is well warranted. But the ease of implementation for so many features that I find myself needed on a daily basis is head and shoulders above what I could achieve with JavaScript on my backend. I can do more without the need of frameworks but I still have many options if I want that. Especially with database handling I find many of the complainants about php to be pure rhetoric.
We chose Rust for our web API because the Warp crate makes it easy to compose high-performance and asynchronous APIs. Rust allows us to achieve high development velocity because it provides zero-cost abstractions and enforces strict type and memory-safety checks with high quality and actionable error messages.
Python will be used in order to train machine learning models from our data. We chose python for this task because it is the most common language for machine learning. It has very performant libraries like numpy and scikit-learn that provide functionality for manipulating data and creating models that you cannot get in other languages like JavaScript and Java. Additionally, it is the most familiar language for us to use for machine learning because almost every machine learning course teaches ml using python.
Javascript will be used for both our frontend and backend on the web service. JavaScript is ubiquitous as the language to use for the frontend. For the backend, we decided to create our server using JavaScript because of its easy setup; using Express we can create a server in just a few short lines of code. It is simple not only to run the server locally, but to host it as well because any major service will support the language. JavaScript is a simple language to code in and familiar among our team members, so using it will help speed up development. Using JavaScript allows us to use NodeJS and npm, so we can use packages to easily set up the server, connect to a database and other convenient utilities. We also considered Python for our server. It is also very simple to create a server in Python, especially using flask. However, the extra familiarity with the JavaScript language and the ease of using packages were enough for us to pick JavaScript as our language of choice.
MACHINE LEARNING
Python is the default go-to for machine learning. It has a wide variety of useful packages such as pandas and numpy to aid with ML, as well as deep-learning frameworks. Furthermore, it is more production-friendly compared to other ML languages such as R.
Pytorch is a deep-learning framework that is both flexible and fast compared to Tensorflow + Keras. It is also well documented and has a large community to answer lingering questions.












Python: The top language in machine learning area because of the various open-source libraries. Our company will rely on open-source libraries for development as well.
Amazon EC2: Training machine learning model needs to be running on independent 3rd party computing resources. AWS EC2 can provide a variety of virtual computing resources based on what users need.
React+Javascript: React is popular and everyone in the team is familiar with it. React is an open-source JavaScript library that is used for building user interfaces specifically for single-page applications.
ExpressJS: Everyone in the team has used expressJS for development. It can create server-side web applications faster and smarter.
Amazon RDS: relational database service and free to use
Postman: Tool for the team to test API endpoint.
Circle CI: is lightweight and open. Therefore for faster deployment jobs, one can execute their codes on CircleCI as it deploys on scalable and robust cloud servers.
Docker: Easily pack, ship, and run any application as a lightweight, portable, self-sufficient container, which can run virtually anywhere
Github+Git: Julian is from Github so no other choice for us 😎
Slack: Everyone likes it and it's free
Python: Top one language in machine learning area because of the various open source libraries. Our company will rely on the open source libraries for development as well.
Amazon EC2: Training machine learning model needs to be ran on independent 3rd party computing resources. AWS EC2 can provide variety of virtual computing resources based on what users need.
React+Javascript: React is popular and everyone in the team is familiar with it. React is an open-source JavaScript library that is used for building user interfaces specifically for single-page applications.
ExpressJS: Everyone in the team has used expressJS for development. It can create server-side web applications faster and smarter.
Amazon RDS: relational database service and free to use
Postman: Tool for the team to test API end point.
Circle CI: is lightweight and open. Therefore for faster deployment jobs, one can execute their codes on CircleCI as it deploys on scalable and robust cloud servers.
Docker: Easily pack, ship, and run any application as a lightweight, portable, self-sufficient container, which can run virtually anywhere
Github+Git: Julian is from Github so no other choice for us 😎
Slack: Everyone likes it and it's free
2 major challenges for which JS comes as a handy tool, 1st its integration with AWS SDK was at par as Python and .net and the solution comes to hand with the reverse proxy solutions for the application to be running as an instance taking the situation of inside organization demography of resources expertise over the technology.
Pros of JavaScript
- Can be used on frontend/backend1.6K
- It's everywhere1.5K
- Lots of great frameworks1.1K
- Fast886
- Light weight735
- Flexible416
- You can't get a device today that doesn't run js385
- Non-blocking i/o284
- Ubiquitousness233
- Expressive188
- Extended functionality to web pages51
- Relatively easy language44
- Executed on the client side42
- Relatively fast to the end user26
- Pure Javascript22
- Functional programming17
- Async11
- Setup is easy8
- Its everywhere7
- Because I love functions7
- JavaScript is the New PHP7
- Like it or not, JS is part of the web standard7
- Full-stack7
- Expansive community6
- Future Language of The Web6
- Can be used in backend, frontend and DB6
- Evolution of C5
- Everyone use it5
- Love-hate relationship5
- Easy to hire developers5
- Supports lambdas and closures5
- Agile, packages simple to use5
- Popularized Class-Less Architecture & Lambdas5
- For the good parts5
- Function expressions are useful for callbacks4
- Everywhere4
- Hard not to use4
- Promise relationship4
- Scope manipulation4
- It's fun4
- Client processing4
- Nice4
- Easy to make something4
- Can be used on frontend/backend/Mobile/create PRO Ui4
- Can be used both as frontend and backend as well4
- Photoshop has 3 JS runtimes built in4
- Most Popular Language in the World4
- 1.6K Can be used on frontend/backend4
- Stockholm Syndrome4
- What to add4
- Clojurescript4
- No need to use PHP4
- Its fun and fast4
- Powerful4
- Versitile4
- Easy4
- It let's me use Babel & Typescript4
- Client side JS uses the visitors CPU to save Server Res4
- Only Programming language on browser3
- Because it is so simple and lightweight3
- JavaScript j.s2
- Acoperișul 07576043352
- Easy to understand0
Pros of Python
- Great libraries1.1K
- Readable code937
- Beautiful code830
- Rapid development774
- Large community677
- Open source422
- Elegant381
- Great community273
- Object oriented266
- Dynamic typing211
- Great standard library73
- Very fast54
- Functional programming51
- Easy to learn39
- Scientific computing39
- Great documentation32
- Productivity25
- Matlab alternative25
- Easy to read24
- Simple is better than complex20
- It's the way I think18
- Imperative17
- Free15
- Very programmer and non-programmer friendly15
- Powerfull language14
- Powerful14
- Fast and simple13
- Scripting12
- Machine learning support12
- Explicit is better than implicit9
- Ease of development8
- Unlimited power8
- Clear and easy and powerfull8
- Import antigravity7
- It's lean and fun to code6
- Print "life is short, use python"6
- Great for tooling5
- There should be one-- and preferably only one --obvious5
- Python has great libraries for data processing5
- High Documented language5
- I love snakes5
- Although practicality beats purity5
- Flat is better than nested5
- Fast coding and good for competitions5
- Readability counts4
- Lists, tuples, dictionaries3
- CG industry needs3
- Now is better than never3
- Multiple Inheritence3
- Great for analytics3
- Complex is better than complicated3
- Plotting3
- Beautiful is better than ugly3
- Rapid Prototyping3
- Socially engaged community3
- List comprehensions2
- Web scraping2
- Many types of collections2
- Ys2
- Easy to setup and run smooth2
- Generators2
- Special cases aren't special enough to break the rules2
- If the implementation is hard to explain, it's a bad id2
- If the implementation is easy to explain, it may be a g2
- Simple and easy to learn2
- Import this2
- No cruft2
- Easy to learn and use2
- Flexible and easy1
- Batteries included1
- Powerful language for AI1
- Should START with this but not STICK with This1
- Good1
- It is Very easy , simple and will you be love programmi1
- Better outcome1
- إسلام هشام1
- Because of Netflix1
- A-to-Z1
- Only one way to do it1
- Pip install everything1
- Powerful0
- Pro0
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Cons of JavaScript
- A constant moving target, too much churn21
- Horribly inconsistent20
- Javascript is the New PHP14
- No ability to monitor memory utilitization8
- Shows Zero output in case of ANY error6
- Can be ugly5
- Thinks strange results are better than errors4
- No GitHub2
- Slow1
Cons of Python
- Still divided between python 2 and python 351
- Performance impact29
- Poor syntax for anonymous functions26
- GIL21
- Package management is a mess19
- Too imperative-oriented14
- Dynamic typing12
- Hard to understand12
- Very slow10
- Not everything is expression8
- Indentations matter a lot7
- Explicit self parameter in methods7
- No anonymous functions6
- Poor DSL capabilities6
- Incredibly slow6
- Requires C functions for dynamic modules6
- The "lisp style" whitespaces5
- Fake object-oriented programming5
- Hard to obfuscate5
- Threading5
- Circular import4
- The benevolent-dictator-for-life quit4
- Official documentation is unclear.4
- Lack of Syntax Sugar leads to "the pyramid of doom"4
- Not suitable for autocomplete4
- Meta classes2
- Training wheels (forced indentation)1