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100xDevs Cohort 3 🚀 by Harkirat Singh. This repository contains Lecture Codes, Notes, Assignments, Assignment Solution Code and Some Good Articles/Blogs Link. 🔥 - 100xDevs-Cohort3-WebDev-and-Devops/Week 09 - React/9.1 - React Basics/Assignment Solution/Assignment 1 Solution - Todo App/src/Todo.jsx at main · Bharat2044/100xDevs-Cohort3-WebDev-and-Devops
- Overview
- Notes
- Setup
- Credits
- 2021 Version
- Quiz Solutions
- Disclaimer
Programming assignments and quizzes from all courses in the Coursera Deep Learning specialization offered by deeplearning.ai.
Instructor: Andrew Ng
For detailed interview-ready notes on all courses in the Coursera Deep Learning specialization, refer www.aman.ai. Course 3: Structuring Machine Learning Projects
•There are no programming assignments for this course. But this course comes with very interesting case study quizzes (below).
Run setup.sh to (i) download a pre-trained VGG-19 dataset and (ii) extract the zip'd pre-trained models and datasets that are needed for all the assignments.
This repo contains my work for this specialization. The code base, quiz questions and diagrams are taken from the Deep Learning Specialization on Coursera, unless specified otherwise.
This specialization was updated in April 2021 to include developments in deep learning and programming frameworks, with the biggest change being shifting from TensorFlow 1 to TensorFlow 2. This repo has been updated accordingly as well.
Course 1: Neural Networks and Deep Learning
•Week 1 Quiz - Introduction to deep learning: Text | PDF •Week 2 Quiz - Neural Network Basics: Text | PDF •Week 3 Quiz - Shallow Neural Networks: Text | PDF •Week 4 Quiz - Key concepts on Deep Neural Networks: Text | PDF
Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
•Week 1 Quiz - Practical aspects of deep learning: Text | PDF •Week 2 Quiz - Optimization algorithms: Text | PDF •Week 3 Quiz - Hyperparameter tuning, Batch Normalization, Programming Frameworks: Text | PDF
Course 3: Structuring Machine Learning Projects
•Week 1 Quiz - Bird recognition in the city of Peacetopia (case study): Text | PDF •Week 2 Quiz - Autonomous driving (case study): Text | PDF
I recognize the time people spend on building intuition, understanding new concepts and debugging assignments. The solutions uploaded here are only for reference. They are meant to unblock you if you get stuck somewhere. Please do not copy any part of the code as-is (the programming assignments are fairly easy if you read the instructions carefully...
COSCA Module 2 Assignment The first aim in this module, was to consolidate and expand the learning of Module 1 in the areas of knowledge, skills, self-awareness in context and ethics. For this assessment, I will reflect on the knowledge and skills gained so far on the COSCA Counselling Skills course and how they have developed from the ...
This milestone report was created in relations to the Coursera Capstone Project, Week 2 Peer Graded Assignment. It is intended to demonstrate familiarity and knowledge in applying data science practices to a dataset provided.
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Convolutional Neural Networks. This repository contains the programming assignments and slides from the deep learning course from coursera offered by deeplearning.ai - Deep-Learning-Specialization/4.
