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How Long Does It Take To Master Python? Various Python Learning Levels

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4th Sep, 2022
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How Long Does It Take To Master Python? Various Python Learning Levels

The more we progress, the more the importance of programming languages increases. Presently, a handful of programming languages are at the top of the list, and Python is surely one of them. From software development to building a website, most areas related to coding will have Python.

Therefore, if you have not already considered learning it, then please do! But if you have already set your mind to start your journey of learning one of the most popular programming languages, Python, and wondering how long it takes to learn Python, then worry not. Keep on reading, and you will get answers to your questions!

Before finding the answer to the question of how long does it take to learn Python, let us gather some fundamental knowledge about the programming language itself. It will not only lay a foundation for you but will also help you understand how many days required to learn Python for you. 

What is Python?

Python is an interpreted, high-level, and general-purpose programming language. The language constructs and object-oriented approach aim to help programmers write clear, logical code for small and large-scale projects.

The Python Process

Python being open-source, you have plenty of tutorials and resources on the web to learn Python. 

Before learning Python you need to choose which version of Python you want to acquaint yourself to. The latest version, 3.4, which has all the newer features and some bug fixes, but older versions have extensive libraries. 

The next step is to get Python and that again depends upon the platform you are using such as, Mac, or Linux. But the best was to get Python is to get it from the source itself.

The next step is to select the text editor. You have plenty of text editors in the market but focus on those text editors that are adaptable to larger-scale projects, keeping in my mind the long term goal. In short, you need to find a balance between usability and power. So you can choose a simple text editor for using Python in the integrated development environment (IDE). An IDE is a powerful text editor. IDEs enable users to write, debug, and compile text efficiently. IDEs are more complicated to learn and take up more memory. 

Why Learn Python

Learning Python is a good use of your time. But Python takes time to learn since it is such a complex language. Although Python is complex, with extensive libraries to learn and navigate through, Python’s syntax is reasonably simple, and the concepts are relatively easy to grasp. The easy syntax makes it suitable for fast learning and adds to the streamlined coding experience. 

Python has vast varieties of libraries that streamline the coding process. Since Python is an open source, the list of libraries and resources constantly grows. Read more on why learning python will help your career. 

Here are a few more reasons to learn Python:

  • It is high-level programming that flawlessly works on various platforms like Windows, Linux, Mac, Raspberry Pi, etc.
  • Since it runs on an interpreter system, the code can be run instantly as we write. So, prototyping is extremely swift.
  • The python learning time is less because it features easy-to-understand syntax like the English language.
  • Python can be used procedurally and functionally.
  • Its syntax allows developers to write programs in fewer lines quickly.
  • The time required to learn python is low because it supports the feature of swiftly writing complex tasks.
  • Python is quite helpful in data science and AI.
  • Python is extensively used in Internet of Things applications.
  • Beginner Python learners can rapidly learn its basics and gradually write its scripts to automate data. So, the python learning time is less.
  • The built-in powerful library packages fulfill data science and analytical requirements. Also, Python is prioritized for big data applications.
  • Its modules, Integration, Optimization, Signal and image processing, Linear algebra, ODE solvers, FFT, etc., are useful in technical and scientific computing.
  • Due to the low learning curve, Python is very helpful for web development.

Now that you know what is Python, how Python works, and why you should be learning Python, let us get an overall idea of how long it takes to learn python. This section will give a brief idea; however, it is totally up to you, how many days to learn Python do you want to devote or how many hours to learn Python is at ease for you.

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How Long Is This Going to Take Master Python?

When talking about how many weeks or how many days required to learn Python it takes to learn Python, It takes around 8 weeks to learn Python basics on average. This includes learning basic syntax, links if statements, loops, variables, functions, and data types. Like learning any new programming language, how quickly you adapt yourself with the Python language basics and also depends upon how much time you spend learning the language. The learning duration depends on your schedule, and what you want and how much you want to learn. 

On average it takes about 6-8 weeks to learn the basics. This gets you enough time to understand most lines of code in Python. If you want to become an expert in Python and its field and plan on getting into data science then months and years of learning is needed. 

The online courses and classroom courses assure one can learn Python in one or two months, but that is again basics and to learn it completely is something difficult and an impressive feat, and it is not to be taken lightly. 

Again if you are a working professional, learning basic Python can take much more time than learning it as a student. The best way to learn is to join a  coding bootcamp. 

Our learners also read: Top Python Free Courses

Another option is to devote yourself to Python for five months. This is for those of you who work full time. The plan must be to spend 2-3 hours a day on the computer. Learn one day, practice the same thing the other day. This needs to be done daily in order to ensure you learn consistently and efficiently. Doing complete data science online certification will help you master python and other tools and languages that are necessary to compete in this fast paced market. 

Learning Python demands dedication and honesty. The learning process is worth spending time since it drastically improves your job prospects.

If you want to learn Python to automate some specific tasks at work, you can achieve that more rapidly than if you aimed to learn Python to secure a job as a data analyst. The less time required to learn python helps you to master it and get a pertinent job easily.

You can remove confusion on how long does it take to learn python by taking up online courses and tutorials. To shift from awareness to ability, you must go through online tutorials and courses that introduce you to all vital concepts of Python. Keep in mind that developing your Python ability demands focus and determination. So, ensure you carefully and efficiently attend the online course sessions and tutorials to reduce the learning time.

You can quickly master it, and the answer to the question ‘how long does it take to learn python’ will be a few weeks if you begin writing Python code logic. You must be proficient in English and have prior programming experience. The programming exposure ensures your question on how many days to learn python is answered as one month.

You must know at least the following Python programming concepts:

  • Data types
  • Python’s syntax
  • Flow control structures, such as the for loop, the while loop, and conditional statements
  • Classes and object-oriented programming
  • Functions and scopes
  • Decorators, generators, and iterators
  • Popular packages in the standard library, including pathlib and collections
  • Best practices for writing Pythonic code

To reduce Python learning time, you must know how to:

  • Manage Python dependencies
  • Write and handle exceptions
  • Debug your code to detect and solve errors
  • Test your Python apps
  • Set up Python development environment
  • Understand packages and modules and how to use popular packages in Python’s widespread third-party ecosystem

Usually, beginners ask how many days to learn python because they are unfamiliar with the coding skills and practice it needs.  If you can master coding and practice it, you can use Python for the following applications:

  • Data Science
  • Machine learning
  • Web development
  • REST API programming
  • GUI programming
  • DevOps
  • Pygame game development
  • Embedded programming

This list is limited; and for each field, there is a lot to explore. Remember that you will have unique expertise in each area. For example, you can be an expert in any of these topics while a beginner in other topics. The key to learning Python in less time is to keep practicing the programming concepts and the important Python libraries.

You can master Python in less time if you learn the following fundamental building blocks of Python programming:

  • Numbers and arithmetic operations
  • Variables
  • Functions
  • Strings and string manipulations
  • Data structures (lists, tuples, sets, and dictionaries)
  • Loops (‘for’ loops, and ‘while’ loops)
  • Logic and Conditional Flow
  • Object-Oriented Programming (Classes and Objects)

Check out the trending Python Tutorial concepts in 2024

Factors influencing the time it takes to master Python:

Now that you have got an idea of how long to learn Python can generally be, you must also know about the factors that might affect the planning of yours. Here are some factors influencing how quickly you learn Python:

 1. Prior programming experience:

The answer to how much time required to learn python significantly depends on your programming experience. You can easily and quickly master Python if you have done coding before.

2. Time devoted to learning:

The answer to how much time it takes to learn python depends on the time you spent learning. Ask yourself how much time you can dedicate to learning and practicing Python. Generally, it is recommended to dedicate one hour every day to Python learning.

3. Ability to learn new tools:

With a myriad of people working on this programming language, it is always better to learn new tools.  So, how much time it takes to learn python also depends on your potential to learn new tools.  Your Python learning time will be less if you are competent enough at learning new tools and technologies.

4. Learning method:

You can pick up well-structured and reliable courses that align your Python learning goal and also accelerate your learning.

Learning useful libraries and functionalities:

The exact answer to how much time required to learn python can be found if you know which libraries and functionalities to learn. Python comes with lots of libraries and functionalities but you only need to learn the most important ones. It means that mastering Python is an ongoing process where you would learn the important concepts as you require it.

Also Read: 42 Exciting Python Project Ideas

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How to Learn Python Step-by-step:

Even with all the pieces of information and resources in the world, you might fail in making a step-by-step to-do list that can make your learning process efficient. Instead of throwing an arrow in the dark and wondering how long to learn Python, here is a step-by-step process curated from the experiences of learners who wanted to master Python. You can follow these steps to make your learning process more organized and efficient.

# Step 1: Find your motivations

Motivation is a must when you are pushing yourself to learn a new subject, especially one that is more on the technical side. How many days to learn Python significantly depends on your motivation. 

Hence, ask yourself why you want to learn Python and keep reminding yourself of the reasons when you feel like the learning process is becoming monotonous. Aim on some areas that interest you the most and keep on reminding yourself that you need to master them.

Some of the projects in which you may find interest can be,

  • Mobile apps
  • Websites
  • Games
  • Machine learning
  • Hardware/ Sensors/ Robots
  • Automation work

Choose one or two from these and start your learning!

# Step 2: Must learn Syntax fundamentals

Sad to say, but no matter how much you dislike Syntax, you still have to learn it and there is no skipping in this. All your motivation and determination are needed in this step! 

However, stay focused on learning the basics of Syntax and move on to Step 3 as soon as possible. The reason is, that it does not matter how much time you spend on Syntax but how quickly to learn it and apply it to real-world projects. 

Unless you start implementing what you learned, it will be of no use. 

# Step 3: Work on beginner-friendly structured projects

Once you are done knowing the fundamentals of Syntax, it is time to implement it! Unless you start working on projects you would not be able to understand your interests, strengths, and areas of improvement. 

The tip will be to start with smaller projects that you can finish quickly. It will help you learn about the projects and boost your confidence once completed. 

Here are some blogs you can refer to where you will find beginner to advanced level Python project ideas.

# Step 4: Work on your Python projects

Once you are done practicing structured projects, the next step will be to work on your projects. While you were working on those projects, you may have gotten an idea of what interests you and what does not.

So you can choose an area that interested you the most and start doing small projects on them. 

Here are some reference ideas that you can take into consideration.

Machine Learning projects:

  • The algorithm that predicts weather
  • Stack market prediction tool
  • News article summarizing tools 

Mobile App projects:

  • Steps tracking app
  • Chatbot
  • Chatting/ messaging app

Website projects: 

  • Review websites
  • Note taking website
  • Calendar website for planning

Gaming Projects:

  • Puzzle Solving Game

Hardware/ sensor/ robot projects:

  • Body temperature detecting app
  • Smart alarm

Automation Project:

  • Data scraping tool 

You can also be a part of communities like StackOverflow, where people discuss various programming-related issues or source reference material from Python Documentation

# Step 5: Keep working on harder projects

Once you have worked on at least 20 smaller projects, you can move on to working on more complex projects. 

You can either keep working on advanced-level projects in which you have the highest level of fluency or you can try to strengthen those areas where you feel like you need improvement.

We hope these steps will help answer your most asked questions about how long does it take to learn Python. The span to learn Python can range from candidates asking how many hours to learn Python to how many months it would take. In the end, it all comes down to your dedication to learning which decides the learning speed of the process. 

Python Learning Levels

Learning Python has its own levels.

  • Elementary Python
  • Advanced Python
  • Professional Python

Learning elementary Python enables you to learn syntax, keywords, data types, functions, classes, and so forth. This takes around 8 weeks for an intermediate programmer to master.

Read our popular Data Science Articles

Learning advanced Python comprises multi-threading, data synchronization methods, socket programming, socket programming, database programming, and so forth. It would depend on the nature of the work. The time to learn these techniques strictly depends upon the skill level of the learner.

Learning professional Python is all about using concepts like Data analytics, executing libraries/packages, image processing, and so forth. These are complex technologies. There are both online and offline courses for learning these techniques. Again, the time to learn these complex techniques varies from 2 weeks to a month depending on the depth of the content.

If you are curious about learning python, data science to be in the front of fast-paced technological advancements, check out upGrad & IIIT-B’s Executive PG Program in Data Science and upskill yourself for the future.


Rohit Sharma

Blog Author
Rohit Sharma is the Program Director for the UpGrad-IIIT Bangalore, PG Diploma Data Analytics Program.

Frequently Asked Questions (FAQs)

1Is being a Python developer a wise career choice in 2021?

Python programmers and developers are in high demand, and this trend is expected to continue. If you have the necessary skills, you may be able to find work in this exciting industry in 2021. Python is used in a variety of programming contexts, including games and web applications. Python programming is an excellent career path due to the rising need for Python developers in a number of industries. Python is utilized by many high-profile businesses, such as Google and Facebook, and python programmers are paid well.

2Is the Python license open source?

Python was developed under an OSI-approved open source license, allowing it to be freely used and distributed, including for commercial reasons. The Python license is managed by the Python Software Foundation. Python is a free and open-source programming language that anybody can use. It also features a large and expanding ecosystem of open-source packages and libraries.

3Can I learn Python without any programming experience?

Yes, you can learn Python without any prior programming expertise. Python is relatively straightforward to learn due to its basic syntax, making it very accessible to novices. Python scripts are 'human-friendly': they can be read in the same way as English instructions are.

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