@@PixelThorn Yes and no. You don't need webdev tools to do Machine Learning, but when you try to include a frontend to ease the use of your Machine Learning model, you end up in a web tool.
These are all great suggestions. I would add a few more: Beginners: os, sys, re, collection, pickle Intermediate: json, logging, threading, Exceptions Then, based on expertise, perhaps: socket, queue. tkinter, pyQt, pygame, oodo, etc. Also, since you are suggesting so many Data Science modules, may be scikitlearn and seaborn should also be there.
I would add requests and sqlite, on intermediate, you can't go long before you need to send or receive data on some network, device, server or service like a weather station
00:01 Python's power lies in its extensive libraries and modules 01:25 Flask is a versatile module for basic back-end setup and prototyping. 02:48 Pantic provides data validation and settings management for Python modules. 04:13 FastAPI is a professional choice for API production. 05:30 Selenium is a powerful web automation tool for testing and web scraping. 06:51 NumPy and Pandas are essential for scientific computing and data analysis in Python. 08:20 Python's matplotlib is a versatile tool for data visualization 09:38 Tensorflow is recommended for deep learning, but Lang chain is a rising AI module. And...I agree with each one of those !
i really respect you and i hope to know as much as you in the nearest future, although i havee been at learning since 2017 and i still dont know anything😭, i keep starting and stopping and i keep going around in circles. but one day i will certainly get there. any advice will be appreciated
Thanks for this! Out of curiosity, as you’re a big Python guy.. for a frontend dev looking to learn backend and become full stack, is Python a good starting language for learning the backend ropes? I was thinking Flask. My backup plan was Go. Tried Express, didn’t like it.
Is your freecodecamp machine learning with python course still useful for beginners? if you have a better course, could you tell me? I'm trying to get into an apprenticeship of software engineering and I'm not sure if it's the right decision to spend time on a 4 years old course. Thank you. ❤
Excellent video format Tim, would live to see a series where you go a bit deeper on each of these... Also v interested in CUDA/OpenCL data processing and ML with Python...
Great content, Tim. However, you talk a lot about Machine Learning, and you didn't mention... Sckit-learn!!I Also I would mention seaborn when you were talking about Matplotlib. But I won't consider instead of Matplotlib, only mention its existence. Polars instead Pandas is another option, but it's hard to move from Pandas, considering that Pandas is heavy linked with Matplotlib or Sckit-learn.
Tim, Thanks for this great content. I found it helpful. I have really learn alot from you and always get an inspiration from you.. Hoping to see more backend projects using flask module
Check out the free resource on "How To Land a Developer Role In The World of AI Here": clickhubspot.com/x2b
How can I hide my (distributed) source code in python?
requests , flask , pydantic , fastapi , django , selenium , numpy , pandas , matplotlib , tensorflow , langchain
Aka the webdev tool chain, it does NOT apply to every python dev
@@PixelThorn Yes and no. You don't need webdev tools to do Machine Learning, but when you try to include a frontend to ease the use of your Machine Learning model, you end up in a web tool.
These are all great suggestions. I would add a few more:
Beginners:
os, sys, re, collection, pickle
Intermediate:
json, logging, threading, Exceptions
Then, based on expertise, perhaps:
socket, queue. tkinter, pyQt, pygame, oodo, etc.
Also, since you are suggesting so many Data Science modules, may be scikitlearn and seaborn should also be there.
I would add requests and sqlite, on intermediate, you can't go long before you need to send or receive data on some network, device, server or service like a weather station
@@PixelThorn requests was already mentioned by Tim, so I didn't mention it a second time, but sqlite is definitely a great choice.
00:01 Python's power lies in its extensive libraries and modules
01:25 Flask is a versatile module for basic back-end setup and prototyping.
02:48 Pantic provides data validation and settings management for Python modules.
04:13 FastAPI is a professional choice for API production.
05:30 Selenium is a powerful web automation tool for testing and web scraping.
06:51 NumPy and Pandas are essential for scientific computing and data analysis in Python.
08:20 Python's matplotlib is a versatile tool for data visualization
09:38 Tensorflow is recommended for deep learning, but Lang chain is a rising AI module.
And...I agree with each one of those !
i really respect you and i hope to know as much as you in the nearest future, although i havee been at learning since 2017 and i still dont know anything😭, i keep starting and stopping and i keep going around in circles. but one day i will certainly get there. any advice will be appreciated
Same bro same
please make more content like this much appreciated
Great presentation and very informative. Thankyou
Thanks I'll try flask again
Thanks for this! Out of curiosity, as you’re a big Python guy.. for a frontend dev looking to learn backend and become full stack, is Python a good starting language for learning the backend ropes? I was thinking Flask. My backup plan was Go. Tried Express, didn’t like it.
Django, it's complex, take time to learn but superbly amazing
JAVA!!!!!
@@harishgehlot__ I’ve always liked Django but the complexity scares me 🤣🤣
fastapi is great
@@ilyakhoroshavin3488 for api yes, but dont for full stack
please could you continue your series Rust programing language?
Could you do a compare and contrast for FAST API vs Django for production. Thanks
Thanks Tim, great video
Is your freecodecamp machine learning with python course still useful for beginners? if you have a better course, could you tell me? I'm trying to get into an apprenticeship of software engineering and I'm not sure if it's the right decision to spend time on a 4 years old course. Thank you. ❤
Thank you very much Tim
Thank you Tim. 🙏♥️
Tim is building muscle. Fastapi against Flask.
Thank you! 🌻
Thank you very much i want to be like you such a successful person what should i do I am a beginner in this era
what about streamlit
The whole time I was watching his biceps
Good information
You forgot to mention some testing frameworks
What module I need to use for automation?
selenium and LangChain
replace TensorFlow with pyTorch...
less flashy visuals and sound fx please. its very distracting. i dont have ADHD.
Just learn django. Its not that hard. Want a job? Learn Django. What to build a sass? learn Django. Production web app? Learn Django.
Really 🙌
❤
❤ 🇮🇳
🤍🤍🤍
Don’t learn Selenium in Python learn it in Java, real-world integration purposes I don’t feel like typing just trust me
really?
@@edgarlopz241 I said trust me Edgar
@@Mr8thwonderofthewrld you’re right who tf am I go learn Python
@@Mr8thwonderofthewrld no, good day to YOU
@@Mr8thwonderofthewrld as many times as you’ve brought me back here I could have explained what I meant but now I won’t out of spite lol
Bro I'm unsubscribeing you.Cuz I have shifted to C Language.I've been watching you for 1.5years.Bye My friend + Teacher dear Tim🖤
What a random comment
Tim's been working out💪
what about streamlit
Excellent video format Tim, would live to see a series where you go a bit deeper on each of these... Also v interested in CUDA/OpenCL data processing and ML with Python...
Replace Pandas with Polars
Great Video!!
Great content, Tim. However, you talk a lot about Machine Learning, and you didn't mention... Sckit-learn!!I
Also I would mention seaborn when you were talking about Matplotlib. But I won't consider instead of Matplotlib, only mention its existence.
Polars instead Pandas is another option, but it's hard to move from Pandas, considering that Pandas is heavy linked with Matplotlib or Sckit-learn.
Hello, Tim, please launch a machine learning or data science course
Tim, Thanks for this great content. I found it helpful. I have really learn alot from you and always get an inspiration from you.. Hoping to see more backend projects using flask module
nice job! TY!!
curious to hear what u think of reflex (form pynecone)
Very good video!
1. all of these are not modules but packages
2. requests, not request
3. stopped watching and unsubscribed
lol, get a snickers
First comment
Another great content!