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ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023  Python is one of the most popular programming languages ​​used today because of its simple syntax and because it is a general-purpose programming language. You can see Python being used in many areas

ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023 methood 1:

Web application development
Ai and ML (Machine Learning)
Server Operations
Data science
New programmers have many options when it comes to a Python programming career. However, Python alone is not sufficient for most of these career options, all of which require supporting skills. For example, if you wanted to get into web development with Python, in addition to learning a Python web framework like Django or Flask, you’ll need to learn HTML, CSS, and JavaScript ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.


The good thing is that learning web languages ​​(HTML, CSS, JavaScript,) will be quite easy for properly trained Python programmers ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

Each of the Python specializations mentioned above (AI, web development, data science, etc.) requires different skills and thus each has its own career path to follow.

If you want to continue with Python, below are suggestions based on current trends. Maybe you will find it useful for your selection and try to build something with them:

Django – With Django, try building a web application with the Django Web Framework.

Django is a high-level Python web framework that supports rapid development and clean, pragmatic design. Built by experienced developers, it takes care of most of your web development worries, so you can focus on writing your app without reinventing the wheel. It’s free and open source ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

SciPy – if you’re interested in science, math and engineering.
SciPy (pronounced “Sigh Pie”) is an open-source math, science, and engineering software ecosystem based on Python. Specifically, these are some basic packages:

NumPy, SciPy Library, Matplotlib, lPython, Sympy, Pandas

PyGame – if you want to create a game with graphics and sound.
pygame (library) is a free and open source python programming language library for creating multimedia applications such as games, built on top of the excellent SDL library. Like SDL, pygame is highly portable and runs on almost every platform and operating system. Pygame itself has been downloaded by millions, which is a lot of stuff flying around the interwebs.

Pandas – for data manipulation and analysis.

pandas is a BSD-licensed open source library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. pandas is a project sponsored by NumFOCUS. This will help ensure the success of pandas development as a first-class open-source project and allow contributions to the project ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

Natural Language Toolkit (NLTK) – For analyzing written text and writing things like spam filters and chatbots.
Natural Language Toolkit (NLTK) A Python library that provides modules for text processing, classification, tokenization, stemming, tagging, parsing, and more. Stanford NLP: a set of NLP tools that provide word tagging, named entity recognition, a coreference resolution system, sentiment analysis, and more.

Requirements – Learn HTTP and web client side.
Requests is the only Non-GMO HTTP library for Python, safe for human consumption. Note. Using Python 3 is highly preferred over Python 2.

SimpleCV – play around with making your computer see things in the real world.
SimpleCV is an open source framework – meaning it’s a collection of libraries and software that you can use to develop vision applications. It allows you to work with images or video streams that come from webcams, Kinects, FireWire and IP cameras or mobile phones ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

Scrapy – If you want to try scraping some websites to get information from them.
Scrapy is a free and open source web crawling framework written in Python.

Originally designed for web scraping, it can also be used to extract data using an API or as a general purpose web crawler. It is currently managed by Scrapinghub Ltd., a web scraping development and services company ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.


Panda3D – for creating 3D graphics and games.

The Panda3D Runtime package provides all functions for running Panda3D applications both standalone and in a browser. This is a recommended download for users who only want to run Panda3D applications and do not intend to develop with the engine ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

Kivy – for building user interfaces on desktop and mobile platforms.
Kivy is an open source Python library for developing mobile apps and other multi-touch native user interface (NUI) application software. It can run on Android, iOS, Linux, OS X and Windows. Distributed under the terms of the MIT License, Kivy is free and open source software ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

SciKit-Learn – for machine learning applications.
Scikit-learn is a free machine learning software library for the Python programming language. It contains a variety of classification, regression, and clustering algorithms including support vector machines, random forests, gradient boosting, k-means, and DBSCAN, and is designed to work with the numerical and scientific Python libraries NumPy and SciPy.

Ren’Py – for playing interactive role-playing games, similar to the ones you’ve created in this book, but with pictures.
Ren’Py is a visual new engine—used by thousands of creators around the world—that helps you use words, images, and sounds to tell interactive stories that run on desktop and mobile devices. They can be both visual novels and life simulation games ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023 The easy-to-learn scripting language allows anyone to efficiently write large visual novels, while its Python scripting is sufficient for complex simulation games. Ren’Py is open source and free for commercial use.

Choose one of the resources above and go through it. Reading the program documentation is not enough to learn it; you have to do it. There are two cases: a) If you are new to Python, then Python Scripting Training in Delhi is available at Codec Networks to master the basics of coding and scripting. You can also take Python Scripting Certification course in Delhi|NCR …..Or

b) After going through this blog and still want to get some consultation for your next step after coding and scripting in python, go to Codec Networks Center at New Delhi House, Barakhamba Road, New Delhi. At Codec Networks, you get the required consultancy and training of your choice ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

In the Java world, Python is quickly making its way up the charts. Python developers are in high demand and not so high in supply. That means they also get paid a lot.

If you’re reading this, it probably means you’ve decided or are considering starting a career in Python and want to become a Python developer ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

How to get a Python developer job? This article will answer all your questions about Python developer career.

Before we learn how to become a python developer, let’s explore why you should learn Python.

Why learn Python?
Simply put, Python is #3 on the TIOBE (Programming Language Popularity) Index for 2020. And #1 on IEEE Spectrum’s 2019 Best Programming Languages ​​list.

Python is great for both programming beginners and experienced coders.

But what is even better is that Python is preferred for domains like Data Science, Machine Learning and Artificial Intelligence.

My favorite maintainability language is Python. It has simple, clean syntax, object encapsulation, good library support, and optional named parameters.

– Bram Cohen (author of Peer-to-peer (P2P) BitTorrent)

It has great parsing capabilities and several domain-specific libraries, making it a very powerful general-purpose language.

Ready to learn Python for free? Now let’s find out how to do this to get a job as a Python developer.

How to become a Python developer?
Below is the roadmap for Python developers –

Decide to learn Python; decide why you want to do it.
Watch online tutorials. DataFlair has this comprehensive list of Python tutorials in one place. Keep practicing as you learn.
Read some good Python books and enroll in an online Python course.
DataFlair has a certified free Python course to help you learn Python. Here you will understand concepts, solve practical exercises and assignments and even work on interesting projects.
Continue reading the official Python documentation for the various constructs.
Take a look at the source code of your favorite Python package to see how it works.
How to become a python developer

To become the next Python developer, follow these steps –

1. What to learn in Python?
Learn the basics. Read about its history, syntax, installation, and some basic constructs like commands, variables, and operators.
Learn more about Python applications. Also understand the differences between Python 2 and Python 3.
Learn about basic data structures such as lists, sets, and dictionaries ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.
Understand important concepts such as decision making and loops.
Learn how to create a virtual environment.
Go to functions and recursion.
Start with object-oriented concepts like classes and methods and inheritance and overloading.
Learn more about modules and packages and gain experience with common modules such as os, namedtuple, and calendar.
Learn to work with files. Read about more complex topics such as generators and decorators and shallow and deep copying.
Also learn how to generate and use random numbers and regular expressions.
Learn about more complex topics such as networking, XML processing, and multiprocessing.
Learn to create GUIs with Python.
Learn about exceptions and how to handle them.
Learn to use SciPy, NumPy and Pandas.
Learn to debug, unit test, log, serialize, and access a database ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.
2. Things to control Python
A. Frames
Now you should learn how to work on the framework.

Python has some very powerful frameworks like Django, Flask and CherryPy.

You can start with Django, which is a very powerful DRY (Don’t Repeat Yourself) framework.

It will make your work easier and take care of trivial things.

b. ORM libraries
ORM stands for Object Relational Mapping.

This is a way of querying and manipulating data from a database using the object-oriented paradigm.

You can learn to use ORM libraries like SQLAlchemy and Django ORM. It’s easier and faster than writing SQL.

become a python developer – Python Django ORM

C. Front-end technology
Technologies like HTML5, CSS3 and JavaScript/jQuery are not a prerequisite for Python development.

But if you can, try to get a basic understanding of them and they will allow you to understand how things work and what is possible.

As a Python developer, you may need to work with the front-end team.

d. Version control
Multiple changes to the code by multiple people can eventually break it.

If you want to implement version control (you should), you should learn GitHub and its simple concepts like push, pull, fork, and commit.

3. Create projects in Python
Now you have enough skills; building some personal python projects will give you confidence.

You can also build something that tries to solve the real problem you’re facing.

Once you feel confident enough, you can build for popular open-source projects like Django.

Python…the fastest growing and most popular programming language in the world not only among software engineers, but also among mathematicians, data analysts, scientists, accountants, network engineers and even children! because it is a very beginner friendly programming language.

People from various fields use Python for a variety of different tasks, such as data analysis and visualization, artificial intelligence and machine learning, automation, etc. You can write Python scripts to automate many tedious tasks, such as copying files and folders, renaming them, and uploading them to server.

So Python is not only used by software developers but also used by other professionals to automate their tasks and make their lives easier. Python is a multi-purpose language, you can use it to create web applications, mobile applications and desktop applications as well as software testing and even hacking.

The best way to start learning Python-A-Complete Roadmap ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023:

All the above reasons are enough to tell you why Python is the most popular language among programmers and why you should learn it. Now the question is where to start with python? How long will it take to learn python? what topics should you cover while studying python?

what are python libraries or frameworks? As a beginner, you will be confused as to what should I choose first. Should I learn all the concepts from the book or should I go for an online tutorial? Let’s discuss the entire plan to become a Python developer.

Why Python? (Decide on your ultimate goal)
Before starting your python journey you should have a clear goal why you want to learn Python? What exactly do you want to do with this language? Do you want to automate some dull or boring tasks or do you want to create some web applications?

A common mistake most beginners make is to start learning a language just for the sake of learning it, without any goal in mind. Keep in mind that learning a language is one thing and using it to build some real-world application is another as a programmer.

Your goal should be to be able to create things and not just learn a language. So first explore each area and see where your interest lies. We have already discussed the various areas where Python can be used. So first decide what exactly you want to build, once your goal is decided stick to it and move on to the next step which is finding out the resources ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

Learning resources
There is a lot of documentation and videos available on the Internet, so it is very confusing where to start learning this language, especially since Python can be used in many different areas. Understand that a single book or video course is not enough to learn everything in Python and initially as a beginner you will also be overwhelmed with so many concepts, but be patient, explore and don’t stick with it.

Below are some of the resources we’ve filtered out to get you started learning Python, but make sure whatever resource you prefer has its code along with it.

If you already have programming experience, learn from the official documentation: 3.8.1. or learn from Python Tutorial GeeksforGeeks. You can also go to some online video tutorials or courses, but most of the courses will start at beginner level (that’s just a waste of time), it still depends on you and your previous coding experience.
If you are a beginner and reading documentation is boring for you, .

choose a comprehensive Python online course. One course that is suitable for beginners is the Python Programming Foundation – Self-Paced course which is specially curated here on Geeksforgeeks by Sandeep Jain and provides complete knowledge of Python from scratch.
Whichever resources you prefer, decide on a date to complete the course.

You can complete the course in 10-11 weeks if you are a beginner and devote 2-3 hours to learning every day. Now let’s move on to the next step and review the important topics in Python that you should cover. Keep in mind that there are so many things to learn, so once you’ve finished the topics, start exploring Python on your own ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

Important topics in Python
1. Learn the syntax and basics First, start by installing Python on your system. Just visit the official Python site, download the latest version, and you’re good to go.

Once the installation is complete, you can use IDLE to write and run Python code. Now we will list some topics to start learning Python. It will take almost 1-1.5 weeks to cover all the basics, it still depends on your learning process ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.


Python shell, basic arithmetic.
Control structures.
Accepting user input, strings and casting.
Repetition in Python: For & While Loops.
Exception handling.
Functions, modules and imports.
2. OOP concepts, built-in data structures and other things This part will be a bit difficult especially if you are not familiar with object oriented programming concepts. Use some of the resources we have mentioned and with a little practice you will be able to understand the concepts. These concepts will be widely used in building complex applications, so understand these topics very well. It can take 1-1.5 weeks to learn ROAD MAP WITH PYTHON WHATS YOUR 2nd steep 2023.

Object Oriented Programming in Python
Lists and list functions
Regular expressions
List comprehension
Slicing the list
String formatting
List, dictionaries and tuples
Once you’ve mastered the above topics and practiced each topic enough, it’s time to build something out of it. Python has a good collection of modules, packages, libraries and frameworks that you can use for various applications. So instead of building everything from scratch, use the frameworks and libraries available in that language. It will be easier for you to build something using these frameworks and libraries. Choose a framework or libraries based on your end goal (web development, desktop applications, etc.)

3. Web Development Frameworks There are so many web application frameworks in Python, some of which are Django, Flask, Bottle, Tornado and Pyramid.

Django: A high-level web framework mostly used by startups and web development businesses. It follows the MVC pattern and you can use multiple databases such as PostgreSQL, MySQL, SQLite and Oracle. If you are a complete beginner and don’t know authentication terminology, URL routing, APIs and models

, then you will feel a lot of pain while learning Django, but take your time, be patient, go through other resources and understand every line of code. Slowly and gradually you will understand everything. Learning Django can take 2-2.5 weeks.

Flask is one of the easiest micro-frameworks to learn in Python. If you want to develop a simple and lightweight web application, then Flask is suitable for that. It’s not as powerful and extensive as Django, but it still provides features like unit testing support and REST API creation. Learning Flask will take 1-1.5 weeks.
4. For creating desktop applications

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