sentences = [ 'كم سعر الراجحي', 'ما هي قيمة الراجحي؟', 'هل تعرف سعر أرامكو؟' ] {'سعر': 1, 'كم': 2, 'الراجحي': 3, 'ما': 4, 'هي': 5, 'قيمة': 6, 'الراجحي؟': 7, 'هل': 8, 'تعرف': 9, 'أرامكو؟': 10} its putting الراجحي and الراجحي? as two tokens, is that becuase of arabic?

Every step has been followed but keep getting this error "RuntimeError: Input tensor has type kTfLiteFloat32: it requires specifying NormalizationOpt ions metadata to preprocess input images." Raspberry Pi 4 Bullseye, 32-bit

Karmel are you sitting down while making this video? JW 😊

Obama!

Interesting

the following command fails in JupyterLab: file = files.upload()

This is so clear and easy to understand. Thank you, now I have a better understanding about NLP.

Palm pilots are back?

print(Hashing == Tokenization ) whats the output??

wow just wow

Start with random values, then the optimizer "will generate new parameters to see if it can do better". How? Either this glosses over the core of the solution, or there is no core and the answer is arrived at completely randomly. Not very clever, if so.

this is huge!!

token_list = tokenizer.texts_to_sequences([line])[0], why we put [line] instead of line simply here?

The "adam = Adam(lr=0.01) ValueError: Argument(s) not recognized: {'lr': 0.01}" can be fixed as follows: adam = Adam(learning_rate=0.01)

bless you

its not Win 11 USB plug and play and no driver self installation - the Ai is not shown in the Win 11 Taskmanager - if this comes in 11 it would be nice - also parallel Coral USB Sticks in use would be nice - USB 1,2,3, ... to geht more Ai power 🙂 ... on my Win 11 PC i have VM with a Linux Mint Cinnamon virtual PC - it would be fine if this Windows Ai would be pushed through into the Virtual Mint PC ... like my mouse, Soundblaster, Wifi as a Bridge ... and so on

Debugging

Perfect, Thanks for clarification of the new KerasCV library

hello today i saw this video i dont understand one things what is validation data ? i have to create a model for full face detection only face without any background

i tried to to use it but the pip install tflite-model-maker, downloaded about 50GB and reached google's storage limit

@tensorflow amazing host btw!

I cant find seedbank, could someone out there please send me the link?

I wish one day I could have a chance to work together Mr.Moroney

Why did google drop support for running Tensorflow on GPU using Windows? And how does Keras 3 change that?

Thank you

انا استفدت ايه

I know when they titled it as "women in ....." Where its going lol 😆, anyways it's somewhat good

Not while your testing and whom you used asv the lang model.

Can you do the model training on a windows pc instead of the RPi, in my case it is RPi 3b, then just download the finished model/product on the RPi after?

What a great tut, thanks dude ....

Amazing!

After a year returning to that video finally I fully (or at least saw the entire video in a row) understand what is going on!! Maybe one more time to fix and go to the next part!! Thanxx

Pi network The future is an all-digital world

Sorry to say, but this was not very good. Key information is missing mostly the WHYs ? why is there a need for Query and Key Matrices? what is the main function of these matrices? How does the Attention function alter the Feedforward NNs?

Obrigado

this is was five years ago!

without viewing the video, I thought somebody doing a good Jin Yang impression.

hi, !pip install -q tflite-model-maker-nightly !pip install -q tflite-support-nightly is killing the colab space, more than 50 GB. What is the solution?

interesante herramienta, ¿Cómo se podría conectar con excel?, si fuera posible.

Thank you, a very good lecture , I have got now confidence on the topic and would definitely try the code on a real life data set. i was looking for understanding GNN's so that I could apply it the area of finance and I got it. Thank you again Petar.

People want a 4.0 version of this but with LLMs. 🙏🏻

I have two sons in the University of Toronto. One in computer science One in computer engineering Both intend to do a two year masters What should they do in AI in their masters, other than ethics and cybersecurity? Provide five areas to choose from. Thank you.

I love this

😊

Thank you for the insightful tutorial. Could you consider creating content on preprocessing user images for integration into the KerasCV pipeline? Such guidance would be greatly appreciated. Thank you!

Years of learning linear algebra and this roughly 40 min video just put everything into perspective, wow. I had picked up Steve Brunton's Data-Driven Science and Engineering book a few years ago to learn data science and just a few pages in, I run into SVD and all these terminologies that he provided codes for how to compute, but I was just missing the whole point. Watching this video, I think most of those concepts make sense now. Thanks, Tai-Danae Bradley and TensorFlow, for this simple and clear explanation.

you didn't add any link to the .csv data :c

Great video Petar; now I understood everything and I will never ever have any kind of fear towards the gat. Now I am friend with the gat. We hang around often and apply leaky relu to beers in a bars. When we cross the streets he always reminds me to pay attention to the other edges and it is also very computationally efficient. Love it!

Where are the CSV files? I can't find them

I am getting error while pip commands executing. is there any solution? I bought pro version of colab, before that disk space was not enough.