utkarshtrehan / Deep-Learning

Deep Learning 🧠 | Coursera | Deep Leanrning.AI | Andrew Ng

Deep-Learning 🧠

Instructor: Andrew Ng 👨🏻‍🏫

Introduction

The repository contains all my work for this Deep Learning Specialization on Coursera by DeepLearning.AI. All the code base, quiz questions, screenshot, and images, are taken from there, unless specified.

Projects

Building your Deep Neural Network: Step by Step👶🏻
Logistic Regression with a Neural Network🧠
Deep Neural Network Application - Image Classification🖼

Improving Deep Neural Networks - Gradient Checking⛰
Improving Deep Neural Networks - Initialization🧶
Improving Deep Neural Networks - Optimization⛰
Improving Deep Neural Networks - Regularization🥅

Tensorflow Tutorial

Convolutional Model: step by step👶
Convolutional Model: application🧠
Car detection with YOLO🚗
Face Recognition👨🏻

Building a recurrent neural network - step by step🧠
Jazz improvisation with LSTM🎺
Dinosaur Island - Character-Level Language Modeling🦕
Emojify🤖
Trigger word detection🎙
Operations on word vectors - Debiasing🧠
Neural Machine Translation with Attention🧠
Art generation with Neural Style Transfer🎨

Certificate

Link to certificate

Author

Utkarsh Trehan
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