PyTorch or Tensorflow? Which Should YOU Learn!

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#machinelearning #python #datascience

[@dikshyakasaju7541]

So, true. However if you have good knowledge of building NN then a framework/library should not be a barrier as these are just tools and tools change over time.

[@NicholasRenotte]

1000%

[@desrucca]

But sometimes the pretrained model only available in a specific format.

[@shreevinayaka8219]

@@NicholasRenotte sir from which source did u learn tensorflow

[@manuelnovella39]

TensorFlow's name is way cooler. Period.

[@Newb1eProgrammer]

PyTorch just sounds like a torch.

[@frommarkham424]

@@Newb1eProgrammer Pietorch

[@Newb1eProgrammer]

@@frommarkham424 stuck a torch in a pie because the fire scared you

[@DaveJ6515]

Uou have a point.

[@rohanmahajan6333]

i will be learning pytorch because i cannot figure out how to install tensorflow 🤣

[@fred6584]

I tried to install about 10 times and failed. Until, for some reason i dont know why, It randomly started working. Maybe my computer needed some rest before import the lib.

[@harshwardhan8771]

Soooooo trueeee it must the api right?

[@ahmadwali1785]

Perhaps you're trying to install the GPU version on windows. I learned they no longer support GPUs on Windows native. I had to install an older version

[@anantchandak9574]

your computer is just like todays mappa animators fr@@fred6584

[@Priyanshuc2425]

Haha 😂

[@doyoureallyneedahandle]

the best thing to do is creating your own neural network from scratch

[@redmi26635]

waste of time

[@Flameandfireclan]

@@redmi26635No it’s not. Learning to build a NN from scratch is invaluable knowledge. That means if one knows the core building blocks of NN, one can also know what to improve if a NN starts acting weird (Presumably if you built it using tf or PyTorch). Debugging your NN is hard if you don’t know how NN’s work.

[@ashantinyongo7632]

Exactly and this way of thinking is true to any occupation that requires problem solving, it is absolutely necessary to understand the problems you need to tackle on a lower level to be competent and successful

[@trillex1861]

One time for learning. Then use states of the Art libarys

[@twentyeightO1]

Yeah man, I did it! And It performs well too. Felt so awesome.

[@Geomaverick124]

I'd suggest learning TensorFlow first because it's backed by Google and has a certification behind it which will lead you to google's Data Engineer cert and Machine Learning Cert. Zerotomastery and Coursera have really good prep courses for tensorflow certification and pytorch for that matter

[@Arbajsofficial]

First of all i am big fan of you.. I started my journey with you when you uploded your Tensorflow object detection setup video. I am Arbaj S. looking for job in data science I am perfectly fit for this role because I have following skills, 1. Advance machine learning (supervised, unsupervised) 2. Advance Computer vision(object detection, yolo, CNN, RNN, ANN, fast RCNN, and many more) 3. Natural Language Processing (Basic to advance), transformers, GPT, BERT, LSTM 4. Time series & Recommender system (learning) 5. Statistics and maths 6. PYTHON for coding 7. Tableau for visualization 8. SQL database 9. Spark(learning) 10. Azure Data science(basic) I studied this skills since 2020 parallel with my graduation, I dig into data and get a content out of it. I collect, process, manage, visualise and interpret data to accomplish this, I focus on the value of the data and then manage it in a desirable way to visualise and interpret in a better way. If u find these skills are enough to get job please guide me ..... [e-mail] [phone] Please please please BIG FAN Spiderman😅

[@ProgrammingCradle]

Totally agree with you Nic... Also, its fun to see how different frameworks work... 😁

[@spencersedano]

i am currently learning pytorch. I checked the job requirements, they ask you both. I think when I get proficient with PyTorch, I will be able to pick up Tensorflow as well.

[@theonewhoknocks2835]

TF with Keras is way easier IMO

[@nameless9726]

​@@theonewhoknocks2835model.fit() goes brrrrrr

[@Pramit2000]

@@theonewhoknocks2835I did her this before but with no more detail. I am just starting up, so can you provide me little extra detail.

[@twentyeightO1]

@@theonewhoknocks2835 Genuine question - is Keras enough?

[@theonewhoknocks2835]

@@twentyeightO1 no idea

[@codewithbrogs3809]

How did you learn what you needed to know for deep learning? Can you provide a roadmap

[@NomadicBrian]

Just keep learning. When I'm not on a contract I'm learning and training. Doing PyTorch myself. I have C#.NET, Java, Python, Angular and React. When I started I did COBOL, DB2, CICS, JCL on mainframes.

[@ultankearns6689]

I'm planning on learning both :) Thanks for the video seems like good practical advice

[@morgomi]

I learned tf & torch very well and confidently entered an interview. Interview question: -Please write "xx" from scratch without using torch/tf :D

[@NicholasRenotte]

LOL, brutal...but...didn't say you couldn't use Keras, PyTorch Lightning or JAX! 😂

[@morgomi]

​@@NicholasRenotte 🤣 I immediately said "Thank you" and left the interview. Hope they found their "monster".

[@alexanderzagula1994]

Damn sneako did a craaazy rebrand

[@hbfl3x50]

this video thumbnail suggested tensorflow instead

[@nimeshkumar9564]

Thanks for this advice.

[@bladesskate3954]

I am a beginner wanting to learn computer vision, I did some basic projects in open cv, yolo. Now I want to go in-depth in either tensor flow/Pytorch what should i choose ?

[@gauravkumarjaiswal1912]

Tbh I learnt tensorflow from day1 and felt in love

[@bennettzug]

pytorch is like 10x more common atp and only gaining ground. that + jax are what you should learn. tensorflow's basically dead

[@thaimeuu]

Andrew Ng told me to start with tensorflow, but the obvious answer is to learn both

[@user-eo9oc2nj5d]

Hey. What would you use to make an AI that does prediction based on dataset?

[@armantech5926]

Cool, thank you for sharing:)

[@sriramgangadhar2408]

Small help, pls make a video on how to start learning the framework since framework like tensorflow are huge. Pls consider

[@bitsbard]

This content is insightful. A matching book would be my suggestion if you're invested in this topic. "From Bytes to Consciousness: A Comprehensive Guide to Artificial Intelligence" by Stuart Mills

[@Rex88282]

I need to learn tensorflow

[@georgewang7770]

I find pytorch self manages memory out of the box better than tensorflow. Pytorch is like an automatic car. Tensorflow is more configurable but more fiddly.

[@inaccessiblecardinal9352]

Smart advice.

[@AspectSkyRise]

Nice

[@renegadezed]

is there one framework i can use to leverage my AMD GPU on Windows? (6900XT)

[@alexjohnson7509]

In 2023? ONNX should be used in most cases unless or until a better open standard arrives.

[@protovici1476]

I’ll raise you one. PyTorch Lightning for da dub!

[@NicholasRenotte]

💯 was checking it out again this morning, pretty slick!

[@protovici1476]

@@NicholasRenotte Agreed! I’ve been developing and even using in production. Love to see you do a video or series on it!

[@henrik908]

Maybe mediapipe

[@Dom-zy1qy]

it doesnt matter, they arent difficult to switch between.

[@yolow8126]

How do even plan this thing 🤔 Any recommendations for libraries to learning after python . Would be helpful

[@NicholasRenotte]

Got a short on this coming up on the IBM Technology KZbin channel soon!

[@ahmadshabaz2724]

I am also learning pytorch or chat gpt.

[@ziad_jkhan]

Bias detector goes ding ding ding

[@Technogamecoc]

Do industries tend to use deep learning frameworks like Keras and TensorFlow, or do they opt for building solutions from scratch

[@taihuynhuc3135]

That may depend on what field you works at since machine learning is very broad. But generally speaking, most companies use popular frameworks like PyTorch, TF 2, Jax, ONNX. These frameworks solve low-level problems and provide some optimizations which would be a pain in ass to implement from the scratch

[@hellboy4642]

Any Udemy course you recommend sir

[@AzusaSnowflake]

Did you practice maths too as well? Like linear algebra, calculus, etc.. like, do I have to practice these topics in math well for good in machine learning?

[@NicholasRenotte]

Sure do! Building models is super easy, thanks to all of these great Python libraries. But when things don’t work, having an underlying understanding of the nuts and bolts (aka the math) behind the models will make your life a ton easier.

[@AzusaSnowflake]

@@NicholasRenotte Thank you :)

[@jawadkaiyal5008]

Why no one talk about keras

[@dellme8177]

For real i think pytorch gives u advanced controls for you to operate with... in tensorflow i pretty much hate its graph execution and build up algorithm

[@rikawrites7104]

so which one should I learn first??

[@ademugni9513]

Education is an investment

[@mahmoudmohsen7989]

Happy to know that you made a video about my question Nicooo😂❤

[@NicholasRenotte]

😉 figured why not! 😂

[@leonardputtmann8404]

So that means that IBM is mainly using Tensorflow? :)

[@NicholasRenotte]

I tend to use whatever a client has a preference for. Internally I’m pretty sure it’s a mixed bag these days!!

[@wingslikesboogiesboobs]

Honestly I have no clue how people get hired as Data Scientists with not at least a Masters. It is pretty much impossible here getting hired even with a Masters. Most expect a PhD

[@PhantomKenTen]

Pytorch because I started with tensorflow 0.1

[@NoProbablyNot]

Cool

[@mohammadmoghaddam4790]

Obamna? 😮

[@TheAstrocricket]

The real gigachads create their own neural networks without libraries 😎

[@noahhughes127]

No, the real gigachads create and maintain libraries. Looking at you Patrick Kidger 🙌

[@jasbinkarki6648]

why your preview image looks like you are crying

[@TheNativeTwo]

RLLIB

[@perpetuallearner8257]

pytorch is the best babyyyyyyy

[@miguelalba2106]

I'm an ML engineer, my tip is learning both, just take one of them and go deeper, and then try to replicate the same stuff in the other In general debugging TF is harder (even now that it is basically keras, specifically when you execute stuff in graph mode) On the other hand Pytorch is more pythonic (that's why it is preferred for research) but it is not used as much as TF in industry In resume, if you have the possibility to work with pytorch go for it, but always learn TF no matter what

[@rajputup1531]

Hey i want to leanr tf but i don't know from where should i start and abput the resources and all. Could you suggest me what to do

[@sivasanmugam6139]

​@@rajputup1531There's a course named tensorflow certification course in udemy!

[@Ai_Engineer]

​@@rajputup1531you can learn from tensorflow bootcamp in our channel

[@AayushKingOfficial]

"jax"

[@humphreyanania8538]

"PromoSM"

[@supernenechi]

That's the most worthless advice for someone who wants to learn it for fun. What potential fucking employer? I'm not trying to get any work in ML. I want to know what the differences are, what I can expect, which one feels more similar to another language I might already know, etc.

[@deborshikashyap6745]

I encountered an issue where, upon attempting to execute the code li=[1,2,3,4,5,6] followed by print(li), the Python interpreter unexpectedly terminated without providing any error message or indication of the problem. Can you please tell me what happened??

[@nicmalugin9287]

Was that all the code or was it surrounded by more code in learning python right now btw

[@noahhughes127]

JAX >>>>>

[@mohamedhassan-ub4kj]

man your face is so familiar here in Egypt 😆😊

[@ankitbhatia5998]

Why are u showing ugly faces .. u can simply smile in the photos

[@vinhkhangtrankhuong7203]

If you know math potato potato what is the difference they are just the same thing doing the same math. After I learn pytorch I learn tensorflow in just 5 hours lol. Just the name of the function change nothing difference.