Building your first Neural Network

  Рет қаралды 4,107

CodeEmporium

CodeEmporium

Күн бұрын

This is the first in a playlist of videos where are are going to talk about the fundamentals of building neural networks!
ABOUT ME
⭕ Subscribe: kzbin.info...
📚 Medium Blog: / dataemporium
💻 Github: github.com/ajhalthor
👔 LinkedIn: / ajay-halthor-477974bb
RESOURCES
[1] Code to build first neural network: github.com/ajhalthor/deep-lea...
PLAYLISTS FROM MY CHANNEL
⭕ Reinforcement Learning: • Reinforcement Learning...
Natural Language Processing: • Natural Language Proce...
⭕ Transformers from Scratch: • Natural Language Proce...
⭕ ChatGPT Playlist: • ChatGPT
⭕ Convolutional Neural Networks: • Convolution Neural Net...
⭕ The Math You Should Know : • The Math You Should Know
⭕ Probability Theory for Machine Learning: • Probability Theory for...
⭕ Coding Machine Learning: • Code Machine Learning
MATH COURSES (7 day free trial)
📕 Mathematics for Machine Learning: imp.i384100.net/MathML
📕 Calculus: imp.i384100.net/Calculus
📕 Statistics for Data Science: imp.i384100.net/AdvancedStati...
📕 Bayesian Statistics: imp.i384100.net/BayesianStati...
📕 Linear Algebra: imp.i384100.net/LinearAlgebra
📕 Probability: imp.i384100.net/Probability
OTHER RELATED COURSES (7 day free trial)
📕 ⭐ Deep Learning Specialization: imp.i384100.net/Deep-Learning
📕 Python for Everybody: imp.i384100.net/python
📕 MLOps Course: imp.i384100.net/MLOps
📕 Natural Language Processing (NLP): imp.i384100.net/NLP
📕 Machine Learning in Production: imp.i384100.net/MLProduction
📕 Data Science Specialization: imp.i384100.net/DataScience
📕 Tensorflow: imp.i384100.net/Tensorflow

Пікірлер: 23
@CodeEmporium
@CodeEmporium 5 ай бұрын
What other playlists should I make? Also, If you think I deserve it, please consider giving this video a like. Subscribe for more content like this.
@mehedihassan7824
@mehedihassan7824 5 ай бұрын
can you make some videos on implementing the transformer models in code?
@aligharaeini5971
@aligharaeini5971 2 ай бұрын
one of the best videos ever about NN , congrats
@apollokre1d
@apollokre1d 5 ай бұрын
Love the videos, liked and subscribed, looking forward to the series.
@CodeEmporium
@CodeEmporium 5 ай бұрын
Thanks so much! Definitely more to come every week
@joachimguth6226
@joachimguth6226 5 ай бұрын
Impressive the clarity of layout and speech.
@CodeEmporium
@CodeEmporium 5 ай бұрын
Thanks for the kind words.
@prashlovessamosa
@prashlovessamosa 3 ай бұрын
your 101 series are super informative.
@rashedulhasanrijul5506
@rashedulhasanrijul5506 3 ай бұрын
Thanks for such a nice explanation
@katariya608
@katariya608 3 ай бұрын
its the algorithm to recommend me your video
@user-bp2ol4wi1c
@user-bp2ol4wi1c 5 ай бұрын
Would be cool if you ran though process of building a Neuron class step by step, to better understand how all parts integrate in code as we go before using more advanced libraries. So more step by step bottom up element by element building. I think it would be good way to practice learners intuition about all this. I found many of your videos highly educational. Great content!
@mindurownbussines
@mindurownbussines 5 ай бұрын
Probably some recommendation system in youtube algorithm. That's what we use everday, even the poor
@CodeEmporium
@CodeEmporium 5 ай бұрын
Yep that’s a good example of AI that isn’t very apparently AI to most
@testuser2709
@testuser2709 5 ай бұрын
I think I use a PID type AI most
@pradnyakarve6094
@pradnyakarve6094 3 ай бұрын
Hello, could you please let me know why the following error ? RuntimeError: mat1 and mat2 shapes cannot be multiplied (1x5 and 4x6) code: with torch.no_grad(): model.eval() correct = 0 total = 0 for batch_x, batch_y in test_loader: outputs = model(batch_x) predicted = torch.max(outputs, 1) total += batch_y.size(0) correct += (predicted == batch_y).sum().item() accuracy = correct / total print(f'Test accuracy:{accuracy:.2f}') class NeuralNetwork(nn.Module): def __init__(self, input_size, hidden_size, num_classes): super(NeuralNetwork, self).__init__() self.fc1 = nn.Linear(input_size, hidden_size) self.relu = nn.ReLU() self.fc2 = nn.Linear(hidden_size, num_classes) def forward(self, x): out = self.fc1(x) out = self.relu(out) out = self.fc2(out) return out
@codinghighlightswithsadra7343
@codinghighlightswithsadra7343 5 ай бұрын
Quiz 1 option d Quiz 2 option b Quiz 3 option c
@MattSimmonsSysAdmin
@MattSimmonsSysAdmin 5 ай бұрын
Antilock breaks.
@CodeEmporium
@CodeEmporium 5 ай бұрын
Yep! This is a good one for cars
@adrielomalley
@adrielomalley 2 ай бұрын
My meta Raybans
@jonatech0
@jonatech0 4 ай бұрын
ChatGpt 3.5
@jonatech0
@jonatech0 4 ай бұрын
aslo know as gpt 3.5
@rishavbhattacharjee7182
@rishavbhattacharjee7182 5 ай бұрын
Quiz 1 option d Quiz 2 option b Quiz 3 option c
@CodeEmporium
@CodeEmporium 5 ай бұрын
Ding ding ding! Correct ✅
Backpropagation in Neural Networks - EXPLAINED!
10:18
CodeEmporium
Рет қаралды 3,2 М.
Embeddings - EXPLAINED!
12:58
CodeEmporium
Рет қаралды 5 М.
Children deceived dad #comedy
00:19
yuzvikii_family
Рет қаралды 3,6 МЛН
Пробую самое сладкое вещество во Вселенной
00:41
Final muy inesperado 🥹
00:48
Juan De Dios Pantoja
Рет қаралды 18 МЛН
🍕Пиццерия FNAF в реальной жизни #shorts
00:41
Proximal Policy Optimization | ChatGPT uses this
13:26
CodeEmporium
Рет қаралды 12 М.
Watching Neural Networks Learn
25:28
Emergent Garden
Рет қаралды 1,2 МЛН
What are Pooling Layers in Deep Neural Networks?
9:16
Machine Learning Explained
Рет қаралды 2,7 М.
How I'd Learn AI (If I Had to Start Over)
15:04
Thu Vu data analytics
Рет қаралды 710 М.
Liquid Neural Networks
49:30
MITCBMM
Рет қаралды 230 М.
The complete guide to Transformer neural Networks!
27:53
CodeEmporium
Рет қаралды 31 М.
How much training data does a neural network need?
15:54
CodeEmporium
Рет қаралды 2,4 М.
Activation functions in neural networks
12:32
CodeEmporium
Рет қаралды 3 М.
Children deceived dad #comedy
00:19
yuzvikii_family
Рет қаралды 3,6 МЛН