Aka the webdev tool chain, it does NOT apply to every python dev
@diegofernandezmelcon44592 ай бұрын
@@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.
@agentm102 ай бұрын
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.
@PixelThorn2 ай бұрын
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
@agentm102 ай бұрын
@@PixelThorn requests was already mentioned by Tim, so I didn't mention it a second time, but sqlite is definitely a great choice.
@sitrakaforler86962 ай бұрын
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 !
@theetg64542 ай бұрын
Tim's been working out💪
@themarksmith2 ай бұрын
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...
@kvafsu22527 күн бұрын
Great presentation and very informative. Thankyou
@akinyemisodiq63652 ай бұрын
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
@harshitagrawal63022 ай бұрын
Same bro same
@alimihakeem8412 ай бұрын
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
@hand-eye45172 ай бұрын
please make more content like this much appreciated
@diegofernandezmelcon44592 ай бұрын
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.
@efbYouTube2 ай бұрын
nice job! TY!! curious to hear what u think of reflex (form pynecone)
@stannylou16362 ай бұрын
Could you do a compare and contrast for FAST API vs Django for production. Thanks
@fudokaneki2 ай бұрын
please could you continue your series Rust programing language?
@hlubradio23182 ай бұрын
Thanks I'll try flask again
@anindyaroy78422 ай бұрын
Hello, Tim, please launch a machine learning or data science course
@Adjust912 ай бұрын
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.
@harishgehlot__2 ай бұрын
Django, it's complex, take time to learn but superbly amazing
@schoolstuff52352 ай бұрын
JAVA!!!!!
@Adjust912 ай бұрын
@@harishgehlot__ I’ve always liked Django but the complexity scares me 🤣🤣
@ilyakhoroshavin34882 ай бұрын
fastapi is great
@popel_2 ай бұрын
@@ilyakhoroshavin3488 for api yes, but dont for full stack
@KJHounchou2 ай бұрын
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. ❤
@boitumelomogale25032 ай бұрын
Thank you very much Tim
@WayneBruton2 ай бұрын
Thanks Tim, great video
@Just_A_Tech.._2 ай бұрын
Thank you Tim. 🙏♥️
@ewaevva43752 ай бұрын
Thank you! 🌻
@afgfuturetube2 ай бұрын
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
@nocopyrightgameplaystockvi2312 ай бұрын
Tim is building muscle. Fastapi against Flask.
@leolu858825 күн бұрын
what about streamlit
@jac.t.kitlim2 ай бұрын
replace TensorFlow with pyTorch...
@brodesignstudio5252 ай бұрын
What module I need to use for automation?
@alonsoalarconaguilar71132 ай бұрын
selenium and LangChain
@TheTrek012 ай бұрын
Replace Pandas with Polars
@BenRogersWPG2 ай бұрын
Very good video!
@digitalmachine01012 ай бұрын
Good information
@CppExpedition2 ай бұрын
You forgot to mention some testing frameworks
@user-lm8zs9gb3k2 ай бұрын
The whole time I was watching his biceps
@codedbyshoe2 ай бұрын
Just learn django. Its not that hard. Want a job? Learn Django. What to build a sass? learn Django. Production web app? Learn Django.
@cocoatea572 ай бұрын
Really 🙌
@samson67072 ай бұрын
less flashy visuals and sound fx please. its very distracting. i dont have ADHD.
@usamashami112 ай бұрын
❤
@HimanshuSingh-iv9qz2 ай бұрын
❤ 🇮🇳
@degerdi2 ай бұрын
Don’t learn Selenium in Python learn it in Java, real-world integration purposes I don’t feel like typing just trust me
@edgarlopz2412 ай бұрын
really?
@degerdi2 ай бұрын
@@edgarlopz241 I said trust me Edgar
@degerdi2 ай бұрын
@@Mr8thwonderofthewrld you’re right who tf am I go learn Python
@degerdi2 ай бұрын
@@Mr8thwonderofthewrld no, good day to YOU
@degerdi2 ай бұрын
@@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
@Hannajanecstllo2 ай бұрын
🤍🤍🤍
@SiarheiAkhramenia2 ай бұрын
1. all of these are not modules but packages 2. requests, not request 3. stopped watching and unsubscribed
@geodude-932 ай бұрын
lol, get a snickers
@a7madalmla5122 ай бұрын
First comment
@I_am_back_to_listen_the_music2 ай бұрын
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🖤