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#neural-networks
Deep learning has revolutionized the field of artificial intelligence by enabling machines to learn from large amounts of data without being explicitly programmed. However, understanding how these mod…
Artificial neural networks (ANNs) are a type of machine learning algorithm that can learn from data and perform tasks such as classification, regression, clustering, anomaly detection, etc. ANNs are inspired by the structure and function of…
In neural networks, checkpoints are used to save the model's parameters at specific intervals during training so that the training can be resumed from that point later. Setting checkpoints in neural networks can be done using various deep l…
Previously, in Part - 1, we completed a forward pass through one neuron and computed the output value. $$\hat{Y} = tanh(w_1x_1 + w_2x_2 + b)$$Now, we will calculate the gradients of parameters [w1, w2…
The ReLU activation function is a non-linear function that is commonly used in deep learning models, including convolutional neural networks (CNNs) like ResNet50. The ReLU function is defined as follows: ReLU(x) = max(0, x) In other words,…
I know most of us have been seeing a lot of AI Generated Realistic Images out online, by the big tech companies and small ones,but do you know how it works 🤔 Let’s talk about the Power of Generative …
Neural networks and deep learning have been around for decades, but their applications have grown immensely in recent years. With the rise of big data and the need for more sophisticated algorithms to handle it, these techniques have become…
Introduction I came across a research paper "The quantitative comparison between the neuronal network and the cosmic web" which sparks an interesting analogy of two complex structures human brain and …
Aand again we're on AI, 'cause I'm not reading enough biochemistry. Next after that - mental models pt. 2 ❣️ Recently we've discussed that neural networks do usually understand shiet ⇢ that got me int…
"Neural networks are the closest thing we have to a magic wand for machine learning.*" - Pedro Domingos* Have you ever wondered how computers can recognize faces in photos, or how voice assistants lik…
