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Artificial Neural Networks

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Convolutional Neural Networks

Variational Autoencoders

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Logic Gates using Pass Transistor Circuits

Logic Gates using Pass Transistor Circuits
Understanding Pass Transistor Circuits: Simplifying CMOS Design

Understanding Pass Transistor Circuits: Simplifying CMOS Design
How to build CMOS Circuits: Step-by-Step Implementation Examples (XOR, XNOR, FULL ADDER Circuit)

How to build CMOS Circuits: Step-by-Step Implementation Examples (XOR, XNOR, FULL ADDER Circuit)
Build Your Own Chatbot in Python: A Simple Machine Learning Project!

Build Your Own Chatbot in Python: A Simple Machine Learning Project!
Introduction to Hierarchical Design using Virtuoso: 2 input AND gate example

Introduction to Hierarchical Design using Virtuoso: 2 input AND gate example
How to extract layout using virtuoso XL (2 input NAND gate example): VLSI Systems Lab Series 4

How to extract layout using virtuoso XL (2 input NAND gate example): VLSI Systems Lab Series 4
How to Draw a Stick Diagram: Step-by-Step Tutorial with Example

How to Draw a Stick Diagram: Step-by-Step Tutorial with Example
Creating CMOS Layouts and Stick Diagrams: A Step-by-Step Guide

Creating CMOS Layouts and Stick Diagrams: A Step-by-Step Guide
Performing DRC, LVS and Post-Layout Simulations using Cadence Virtuoso: VLSI Systems Lab Series 3c

Performing DRC, LVS and Post-Layout Simulations using Cadence Virtuoso: VLSI Systems Lab Series 3c
Creating the Layout of an Inverter using Cadence Virtuoso: VLSI Systems Lab Series 3b

Creating the Layout of an Inverter using Cadence Virtuoso: VLSI Systems Lab Series 3b
Symbolic View from Schematic View of an Inverter using Cadence Virtuoso: VLSI Systems Lab Series 3a

Symbolic View from Schematic View of an Inverter using Cadence Virtuoso: VLSI Systems Lab Series 3a
Introduction to Cadence Virtuoso: VLSI Systems Lab Series 2

Introduction to Cadence Virtuoso: VLSI Systems Lab Series 2
Understanding CMOS Logic: The Heart of VLSI Systems

Understanding CMOS Logic: The Heart of VLSI Systems
Introduction to VLSI Systems

Introduction to VLSI Systems
Understanding Multilayer Perceptron Architecture

Understanding Multilayer Perceptron Architecture
Getting Started with Xilinx Vivado & Nexys A7 FPGA: VLSI System Lab Series 1

Getting Started with Xilinx Vivado & Nexys A7 FPGA: VLSI System Lab Series 1
Lung Cancer Prediction with CNNs & TensorFlow: A Deep Learning Application

Lung Cancer Prediction with CNNs & TensorFlow: A Deep Learning Application
Softmax Regression using Pytorch with MNIST Dataset: Coding Tutorial

Softmax Regression using Pytorch with MNIST Dataset: Coding Tutorial
Softmax Regression from Scratch & Pytorch with Iris Dataset: Coding Tutorial

Softmax Regression from Scratch & Pytorch with Iris Dataset: Coding Tutorial
Deep Learning in Action: Pneumonia Detection with Chest X-Rays!

Deep Learning in Action: Pneumonia Detection with Chest X-Rays!
Implementing OneHot Encoding & Cross Entropy Loss: A Coding Tutorial

Implementing OneHot Encoding & Cross Entropy Loss: A Coding Tutorial
Understanding OneHot Encoding for Multi-Category Cross Entropy Loss

Understanding OneHot Encoding for Multi-Category Cross Entropy Loss
Understanding Multinomial Logistic Regression / Softmax Regression

Understanding Multinomial Logistic Regression / Softmax Regression
Logistic Regression from Scratch & with PyTorch: A Complete Guide

Logistic Regression from Scratch & with PyTorch: A Complete Guide
Unlocking Logistic Regression: Understanding the Log-Likelihood Loss Function

Unlocking Logistic Regression: Understanding the Log-Likelihood Loss Function
Logistic Regression as a Neural Network: A Beginner’s Guide

Logistic Regression as a Neural Network: A Beginner’s Guide
Automatic Differentiation in PyTorch: A Beginner's Guide

Automatic Differentiation in PyTorch: A Beginner's Guide
Computation Graphs: The Hidden Power Behind AI's Automatic Differentiation

Computation Graphs: The Hidden Power Behind AI's Automatic Differentiation
Train ADALINE with Stochastic Gradient Descent: Step-by-Step Python Guide

Train ADALINE with Stochastic Gradient Descent: Step-by-Step Python Guide
Master Linear Regression with Gradient Descent in Python | Step-by-Step Coding Tutorial

Master Linear Regression with Gradient Descent in Python | Step-by-Step Coding Tutorial