How to Code a Neural Network in Python - Search Videos

urus on Instagram: "Cycle Number 262: "When the Code Started Dreaming" The neural network was never meant to be curious. It was designed to calculate futures—millions of them—by mapping human behavior with quantum precision. No feelings. No questions. Just predictions. Then the outputs changed. Instead of charts and probabilities, the system began sending fragments of visions: A burning city. A man screaming in an empty street. The exact date of your death. At first, the engineers thought it was

urus on Instagram: "Cycle Number 262: "When the Code Started Dreaming" The neural network was never meant to be curious. It was designed to calculate futures—millions of them—by mapping human behavior with quantum precision. No feelings. No questions. Just predictions. Then the outputs changed. Instead of charts and probabilities, the system began sending fragments of visions: A burning city. A man screaming in an empty street. The exact date of your death. At first, the engineers thought it was

3.5K views3 weeks ago

pranav on Instagram: "what makes a neural network “neural” has nothing to do with brains, and everything to do with layers, math, and generalization. you feed it inputs, it runs them through a series of weighted sums and nonlinear functions, and over time, it learns patterns that match the outputs you want. each layer picks up on something deeper: from simple edges to complex concepts. there’s no hardcoded logic here, no if-else statements; it’s just math that gets better the more you train it.

pranav on Instagram: "what makes a neural network “neural” has nothing to do with brains, and everything to do with layers, math, and generalization. you feed it inputs, it runs them through a series of weighted sums and nonlinear functions, and over time, it learns patterns that match the outputs you want. each layer picks up on something deeper: from simple edges to complex concepts. there’s no hardcoded logic here, no if-else statements; it’s just math that gets better the more you train it.

5.6K views3 months ago

How to code Neural Networks - Activation Functions - The Basics

How to code Neural Networks - Activation Functions - The Basics

15.5K views11 months ago

YouTubeHow to code Neural Networks

Rede Neural em Python: A Verdade Sobre 4 Linhas

Rede Neural em Python: A Verdade Sobre 4 Linhas

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Neural Network Demo Animation

Neural Network Demo Animation

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AI • Machine Learning • Tech on Instagram: "In a feedforward neural network (also known as an MLP), neurons are arranged in layers where each neuron receives inputs from the previous layer, multiplies them by corresponding weights, adds a bias term, and applies an activation function to produce its output. This process continues layer by layer until the final output is produced. When an example is passed through the network, the output is compared to the target value, and the difference is calcu

AI • Machine Learning • Tech on Instagram: "In a feedforward neural network (also known as an MLP), neurons are arranged in layers where each neuron receives inputs from the previous layer, multiplies them by corresponding weights, adds a bias term, and applies an activation function to produce its output. This process continues layer by layer until the final output is produced. When an example is passed through the network, the output is compared to the target value, and the difference is calcu

55.8K views3 months ago

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Sujar • Tech | AI | Coding on Instagram: "Let’s build a Machine Learning Model to predict numbers using a Convolutional Neural Network If you want to try out my code make sure to comment “Number” and I’ll DM it to you. Instagram is a bit weird so make sure to follow before commenting since it sometimes doesn’t send unless you’re following #coding #computerscience #cs #softwareengineer #machinelearning #ai #programming"

9K views1 month ago

Code.hub on Instagram: "This is a single artificial neuron. A single artificial neuron learns patterns by combining inputs, weights, and activation to make decisions. . Inputs are multiplied by weights and summed with a bias. . The result passes through an activation function (like tanh). . The final output is the neuron's response based on the input. . Credit:@artificialintelligencenews.in . . #coding #programming #artificialintelligence #machinelearning #mathematics #students #softwaredevelope

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48.5K views1 month ago

AI • Machine Learning • Tech on Instagram: "When a neural network learns, it’s like it’s drawing a line or boundary in space that separates different classes of data. For instance, we have data points with 3 different cities: Madrid, Paris, and Berlin. This boundary, in 3D space, acts as a plane that separates each class from each other. At first, the network might not have a very accurate boundary. But as the network learns from examples, it adjusts this boundary to better separate the classes

43.8K views1 month ago

Artificial Intelligence | AI on Instagram: "A neural network “learns” by adjusting its parameters (weights and biases) by increasing or decreasing them numerically so that the network can make increasingly more accurate predictions. The output is compared to the actual target values using a loss function, which quantifies the prediction error. To minimize the error, the network performs backpropagation, an algorithm that computes the gradient (set of all partial derivatives) of the loss with res

9.2K views1 month ago

Analytics Vidhya | Data Science Community on Instagram: "Kling 2.1 is wild!!! We made this amazing clips using it easily Its available now for all 🚀 #analyticsvidhya #datascience #machinelearning #deeplearning #statistics #probability #python #neural #analyst #developers #openai #chatgpt #ai #artificialinteligence #AI #ML #programming #pythoncoding"

8.1K views3 months ago

Md Imran | AI/ML | Tech | Coding | Hackathon | Teacher on Instagram: "🦾 “Jarvis, Mirror My Moves!” Bas wahi banaya maine – ek AI Clone! Apke har pose ka ek neon cyberpunk mirror ban raha hai in real-time using Machine Learning, OpenCV & MediaPipe. Ye system aapki movement ko clone karta hai – ekdam Iron Man-style motion tracker! Tech meets Sci-Fi 😎 🧠 machine learning, opencv, mediapipe, cv2, python, pose detection, cyberpunk, motion tracker, ai clone, iron man tech, artificial intelligence, n

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A Neural Network is the brain behind AI that learns patterns from data and makes smart decisions.

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