Getting Started with Python Deep Learning for Beginners

Not too sure where or how to start?

In this video, you'll learn how to setup your machine and begin using some of the most common tools and libraries when it comes to deep learning. You'll go from absolute beginner to successfully running your own image classification model by the end of this tutorial.

Links

Chapters
0:00 - Start
1:58 - PART 1: Setting up Python and Jupyter with Anaconda
3:38 - Installing Anaconda
7:38 - Working with Jupyter
12:32 - PART 2: Environment Creation Workflows
13:44 - Working with Git and GitHub
19:12 - Creating Environments for DL
24:11 - Activating a Virtual Environment
32:05 - PART 3: Installing Tensorflow for Deep Learning
39:23 - Running the Image Classifier Pipeline
41:32 - PART 4: Configuring your GPU
57:06 - PART 5: Training a Deep Image Classifier

Oh, and don't forget to connect with me!

Happy coding!
Nick

P.s. Let me know how you go and drop a comment if you need a hand!
#deeplearning #python

[user___]

This man really can't stop giving us some quality resources.

[penguin]

Tensorflow has dropped native windows support for GPU usage in their latest versions of tensorflow, so if you are having an issue with tensorflow recognizing your GPU, what I did to fix it is to reinstall the virtual environment, and put this for the pip install code: "!pip install tensorflow==2.8 tensorflow-gpu==2.8 opencv-python matplotlib protobuf==3.19.1". This should make tf recognize your GPU

[jamejohn]

When's there's a ton of content about AI and stuffs, no one really says about the environment setup and setting the local machine and stuffs
But you! Giving us this kind of content is just simply amazing!
Thank you so much Nicholas.
As the other part of this video I'd to see the model deploying in fast api or something related
Hope you consider it
Thank you

[johnzarate]

I always like the vibe that you have in this video, it's not boring to watch even it's 1 hr and a minute length vid <3

[Seriosso]

Best thing to wake up to in the morning is a notification message on your cell phone saying the Sir Nic uploaded a new video! thanks brother for the amazing job.

[AgusCraft]

For those who are getting some errors at the moment of installing tensorflow, tensorflow-gpu, opencv-python and matplotlib (!pip install tensorflow tensorflow-gpu opencv-python matplotlib) make sure to check documentacion about versions.In this moment (March, 2024):
- The last Python supported version by Tensorflow is 3.11
- 'tensorflow-gpu' has been removed, so you just have to type '!pip install tensorflow opencv-python matplotlib'

[Ranshin]

Weird enough, there was one picture of a sad in the happy folder... after putting taking that out, I reran the model and it worked. But great content! This is exactly what I've been looking for.

[DaniilLusyk]

I am starting to learn Ai for myself and i am extremely lucky to have a mentor like you on my side

Thank you for your work and I'm going to search the next steps (tutorials) on your channel

[brunospfc]

Thank you so much Nicholas, so many people need this basics, and will enable many to follow the tutorials

[g.gous]

Thank you soooo much Nicholas! The quality of your videos combined with your contagiousness is amazing. I'm doing my senior thesis at the moment and didn't know where to start (i have no experience at all) and this video (and in general your videos) helped me a lot. Much love from Greece!

[ehiojehenryerabor]

Thanks, Nicholas, I followed every inch of this tutorial and I was able to properly set up my Machine Learning environment by carefully selecting the versions that you used for Tensorflow, Cuda, cuDNN and boom my GPU came alive. Keep more tutorials rolling in.

[fassoyangce]

The best instructor! Thank you so much for such simple educative explanation! I've been into ML since 2018 when Keras was a baby still. It was so difficult back in the day to find good explanation for algorithms and what they do, especially in my country where we can't buy books easily from Amazon and such. I was doomed to Indian youtubers. 😂 Thumbs up!

[harunaabdu]

Wow, another awesome content landed! this is really excellent. I really love your content nick

[jdilanna]

This was great! Can't wait for the next one, absolute legend

[tomrowland]

I'm just about to bite the bullet and get my first pc build underway for deep learning. I've been using colab for a while now to train and I've found it has really hampered getting a good understanding. Thanks for the vid, this has been favourited to rewatch when the build is complete and I am configuring my GPU!

[mrdbourke]

outstanding setup video! many of the setup steps eg environments/git/github aren't often talked about

[maythesciencebewithyou]

You really have the best videos to get started with deep learning.

[shezwad_]

Great content. Teaching the way of creating the virtual environment and understanding the appropriate versions of tensorflow, cudnn and CUDA were brilliant.

[dragway]

Really really great video❤, for those who have problems installing tensorflow-gpu make sure that the conda env that u are using have the pyrhon version that you need as well of the kernel that you create with that conda env

[khanhlinhnguyen]

Thank you so much for the quality content. You are my fav teacher on ML ❤