How To Learn Python Using ChatGPT In Fast Way
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Why even take online courses when you can learn Python for free, or any coding language for free? Have you heard of ChatGPT? If not, you’re probably living under a rock. ChatGPT has taken over the internet, with hundreds of articles and video content since its launch. It has become vital and was able to get 1 million users within five days.
ChatGPT is a natural language processing tool that allows users to talk to it naturally, as if they’re talking to another human. It’s like talking to the internet and getting responses in a very natural fashion. I have already written an article on how to sign up for ChatGPT, You can sign up by clicking here.
A lot of people have been using ChatGPT for different use cases, such as writing resumes, cover letters, and even kids’ books. I personally have been using it as a tutor to learn things fast, including new things such as Python, machine learning, and statistics. I’ve also been using it for writing emails and checking for mistakes in my code and text.
In this article, I’m going to talk about how you can use ChatGPT for learning any coding language. Specifically, I’m going to focus on Python with the lens of data science and data analysis. I have already written specific prompts that I’ll be asking ChatGPT to teach me Python.
How to Learn Python in Free By Using ChatGPT
So, the first thing I’m going to do is use ChatGPT for learning Python. I’m going to make it define a roadmap for me. I want to learn Python for data analysis. OK, so I added, “I want to learn Python, give me a roadmap.” So, it has started writing out the roadmap for me. I’m going to wait for it to finish.
Basically, I asked it, “I want to learn Python for data analysis, can you give me a roadmap?” So, basically, it gave me a seven-step, very generic roadmap, which is probably not as helpful. I wanted to make it more specific, so I’m going to ask it more specific prompts so it can give me better answers.
And that’s one thing that I think a lot of people don’t know how to do. People don’t know how to ask smart questions to get a smart answer, that’s why a lot of people are not able to use it. But in this article, we’re going to do exactly that – how to make our questions smarter.
OK, so this was my original question: “I want to learn Python for data analysis, can you create a roadmap to learn in three months with a weekly plan and resources for learning?” I’m going to run it and let’s see what it gives me this time.
Okay, now it’s actually doing what I wanted to do. It’s basically giving me a weekly plan and including the links as well as different resources that I can use for learning Python. So, this is what I mean by asking smart questions. Asking smart questions takes a little bit of time. That’s the primary reason I wanted to create this article because anybody can go and ask questions, but not everybody knows what kind of questions to ask to get the right set of information. I have gotten a very solid roadmap, like a four-week roadmap.
I think there’s one more thing I can make it do. I can make it include specific YouTube video links.
OK, see now it’s giving me specific YouTube video links for learning Python. I love this, this is amazing. It’s really, really cool.
So, this is what I mean: You actually don’t need an online course. Don’t quote me on it, but this tool that is available to you can be used to learn any coding language. And today, we’re just focusing on Python.
The next thing I would do is, let’s say I’ve defined the curriculum and I’m following it. Then, I’m going to use it throughout my learning journey to have it teach me.
For example, if you want to learn to join two data sets,
And you’re a data analyst and you already know how to work with SQL, and you’re trying to learn Python, one of the ways that I have found to make learning Python easier is by translating your SQL code into Python. I already have a SQL code, and I’m going to ask ChatGPT to turn it into Python code.
It has actually understood the SQL code, and it’s now translating it into Python. You can also do this vice versa – you can take the Python code and turn it into SQL. You can do this with any other coding languages as well, such as taking Java and turning it into C#.
Previously, we could only search on Stack Overflow and see if someone had asked that question before. But now, we can generate our own questions and ChatGPT can give us answers. Of course, don’t put your work code on ChatGPT, as that would not be appropriate and your company would not like that. But this is for your personal projects and personal use.
While learning Python, you’re stuck on a while loop and having a hard time understanding what a while loop actually does. That’s exactly where you would use ChatGPT as your savior, your tutor. So, here I’m going to say, “Explain a while loop to a child.” There is no shame in it. I have asked it so many questions, like, “Explain p-value to a child” or “Explain gradient descent to a child.” It does a really, really good job. If you read through the responses it’s writing, it actually makes a lot of sense.
Find another method, this time, dictionary. So, for example, if I’m stuck on understanding what a dictionary is in Python, that’s where I would ask ChatGPT, like, “Can you explain what dictionaries are in Python and can you give me example snippets?” You can also make ChatGPT write new code for you, which I think is super, super amazing. So, let’s say if you understand everything conceptually, now you want to write new code.
This is where ChatGPT has been super, super amazing because sometimes I would come up with random questions and I’d be like, “OK, I need to know how to write Python scripts.” Obviously, like if you’re learning Python, try to write it yourself, but ChatGPT could be awesome here. Let’s say if you write the code on your own and you want to validate it and see if it’s correct, then you can use ChatGPT again as your tutor to have a check for you.
So, let’s say, today, I need to figure out what to eat. I always get confused. So, here I already have a written script where I’m asking, “Write a Python script that tells me what I should eat today with vegetarian options.”
A few other use cases that you can use while learning Python is I mentioned previously, you can make it document your code and add comments in your code. You can also ask it to write a test design document, creating control and treatment groups. You can also ask it more specific questions, like “How to do a t-test in Python” or “How to do a linear regression in Python.” You can also use it for interview prep. For example, “Give me a list of medium difficulty Python interview questions for a data science role at Amazon.”
That being said, there are drawbacks to using this tool. It’s not always accurate, so you have to be able to know how to work in that coding language to be able to validate it. And the answers it gives are somewhat generic and very beginner-level, so as you advance in your coding knowledge, this might not be as useful for you, but it’s still pretty useful for basic tasks and basic code snippets.
Let me know how you have been using ChatGPT for learning coding languages or other areas in your life. I hope this article was helpful. Thank you so much for reading.
