Pytorch vs Tensorflow vs Keras | Deep Learning Tutorial 6 (Tensorflow Tutorial, Keras & Python)

We will go over what is the difference between pytorch, tensorflow and keras in this video. Pytorch and Tensorflow are two most popular deep learning frameworks. Pytorch is by facebook and Tensorflow is by Google. Keras is not a full fledge deep learning framework, it is just a wrapper around Tensorflow that provides some convenient APIs.

🔖 Hashtags 🔖
#pytorch #tensorflow #keras #tensorflowtutorial #keratutorial #pytorchtutorial

Prerequisites for this series:   

#️⃣ Social Media #️⃣

[kirankumarb]

Sir, you call Tensorflow as Framework... sometimes library... Please explain the difference between Library, Framework, modules etc... I saw few YouTube videos to find the difference... But didn't understand it properly... So I'm requesting you sir, because you are master of explaining things in simple way..

[hfe]

I Like the way he teach, clear, concise & at the normal speed only perfect for beginners like me

[joachimschoder]

I am missing the actual vs. This is just a "Why should you use Keras" video. Please label your videos correctly.

[algocoholic]

Correct ...tensorflow and keras will be perfect for me because pytorch seems to be more pythonic and I am dumb in programming😂

[chaitanyamogal]

Hey dhaval sir, your presentation slides are amazing in every video, can you plz tell me which software you use to make them😀

[syedsiddiq]

sir the thumbnail and title is not matching the content you didn't mention the difference between pytorch.

[jaggyjut]

But which should one learn first Tensorflow or pytorch. Great channel.

[dec]

Well, since you mentioned in your very first video you'd use TF over PyTorch (which I find logic, since this is TF tutorial series, lol), I guess I won't complain a lot about the evident biased preference of TF...

Let's see what the next video holds! Thank you.

[phaniauce]

The topic you selected is excellent. I too wondered many times about the same and had to do some google search..

[prakharrai]

Thanks for the series..makes my whole btp

[Armando_Lara]

Thank you a lot mate, simple and concise, keep it up!

[bfkfmnc]

Hi, Can anyone explain, what is the difference if I directly work from Google Colab as opposed to working in my system?

[Alcohogrifo]

Question: If I want to learn AI with python using any of this frameworks, do I need math knowledge? Or is it enough to know programming

[bladesskate]

Just starting with computer vision, did some open cv and yolo what should i start with tensor flow or pytorch?

[dailycurrentaffairs]

tensorflow and pytorch are example of which type of machine learning platform

[AKSHAYMISHRA]

Difference should contain what they do differently or how are they used differently.

[bpggbyf]

There was as in issue in installing TensorFlow in my system, do you have any other alternative method to install TF

[K_SE__VishalRoyRoy]

any could help me, recently i installed tensorflow in mac but, there is a problem encounter regarding matplotlib , give messege that there is no such module ..

[rejuwanshamim]

Sir can I buy ryzen cpu GPU laptop to learn machine learning/deep learning

[jaganinfo]

*TensorFlow is a backend engine to Keras* .
It is an excellent choice for training distributed deep learning networks


create a Python 3 virtual environment exclusively for_ Keras + TensorFlow-based projects

$ mkvirtualenv keras_tf -p python3
$ workon keras_tf
$ pip install --upgrade tensorflow
$ python
>>> import tensorflow


# install a few Python dependencies to install keras

$ pip install numpy scipy
$ pip install scikit-learn
$ pip install pillow

$ pip install h5py

$ pip install keras
>>> import keras

Using TensorFlow backend.

>>>quit()