Build your first API in 10 minutes | API tutorial | FastAPI tutorial | Build API from scratch

Build your first API in 10 minutes | API tutorial | FastAPI tutorial | Build API from scratch
#datascience #machinelearning #shorts
Hello ,
My name is Aman and I am a Data Scientist.

Topics for the video:
Build your first API in 10 minutes
API tutorial
FastAPI tutorial
Build API from scratch
python api fastapi
fastapi in python
fastapi rest api

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[fairmeir]

🎯 Key Takeaways for quick navigation:

00:00 🚀 *Introduction to API and FastAPI*
- Definition of API: Simplifying the concept of APIs as a way for one program to use the logic of another program.
- Basics of API: Explaining key terms like endpoint, API key, API request, and response types.
- FastAPI Demo: Introducing FastAPI with a simple machine learning model example for predicting survival based on age and sex.
04:35 🛠️ *Building Your Own API with FastAPI*
- FastAPI Installation: Installing FastAPI and demonstrating a simple rule-based machine learning model in a few lines of code.
- API Development Process: Using decorators and logic to create an API endpoint with FastAPI.
- Testing API: Running and testing the API using FastAPI's interactive documentation.
07:48 🖥️ *Consuming the API and API Gateway*
- Consuming API: Writing a script to consume the API and retrieve responses based on input parameters.
- API Gateway: Discussing the importance of gateways in API development and demonstrating an alternative method using a payload for data protection.
- Practical Considerations: Emphasizing the need for a running API to interact with and the secure handling of data in API requests.
10:36 🔐 *API Key and Final Remarks*
- API Key: Explaining the concept of API keys as a means to protect against misuse and ensure controlled access.
- Secure API Usage: Recommending the use of API keys and avoiding passing queries in the URL for better security.
- Homework Assignment: Encouraging viewers to host their machine learning model in an API, access it through a browser, and gain a practical understanding of API functioning.

Made with HARPA AI

[the_s_gamer]

It made a lot more sense for me after watching this. Thank you brother.

[evilgenius]

Wow I have understood APIS now... Thanks very much. However am requesting you to make a broader video explaining the second concept of using payload as it is more complex. Thanks in advance. Please tag me when you make the video.

[satrasalaabi]

Superb Aman, demonstrated in simple way and understood well, Thanks a lot...Can you please make series on Tensor flow

[GauravGupta-voii]

Thanks for the useful information, just one feedback: Please try to cover topics in more detail .

[subramanianchenniappan]

Thanks . I am a restful backend api tech lead . Wanted to learn this fastapi

[wakeelkumarsah]

Thanks very good video for actually first steps to understanding the API ❤

[Squirrellium]

I understood the beginning part really well. I really like how you explain things. It's hard to find good instructors about IT and you explain things like a teacher/educator. Thank you for that. Well done.
I have a question, right now I've watched til 6 minutes. I didn't understand how we went from adding two numbers to weather page? Why not use a page that does calculations? I didn't understand that jump or did I miss some logic there maybe?

[smartguy]

The most helpful and in the simplest terms' video about API I've ever seen, I swear.
Thanks mate!

[yaekobbonke]

I watched 1hour video to understand about Api. But i didnt understand. I watched this 12minute video and understood everything about Api. Thank you brother.

[almutabbil-jnpt]

Thanks for the tutorial, I am having an issue when I am running the code from the prompt window, after I click on enter I am getting a pop up to select an application to open my app with! why is that?

[ravneetgill]

Hi, thank you for great informative video, I have a challenge finding a local API hosted on our company website, is there any way to find it?

[KrishnaShrivastava-puto]

how to deploy this api so that it is accesible from everywhere

[chrisder]

hello I have some ideas but I don't know anything about code so I use no code tools and I had some ideas but I would like to know what you think

[surojmaharjan]

So in summary API is Json data?
I'm still confused sir.

[piyushugale]

Very nice basic e some to clear concept 👍

[manjulachandrashekar]

As i understood, we can build or call api in 2 ways 1. Get way
2. Put way
Get way: passing the data in url itself
Put way: we use pydantic package, from this we get base model, in this base model we give our input.

Is payload related to get way or put way, could you please clarify me

[TechnicalEinstein]

sir please tell me how to Fetch Vehicle Details In Bulk - Get Vehicle Insurance Details | RC Details in Excel using Python please make a video on this topic

[rohitpandey]

While executing the unicorn app:Im getting the error 'error loading ASGI: Could not import module 'main'. Please help. Even the http 8000 URL is not opening for me

[sethupathyasokan]

How to install visual studio code ? Is it free