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Artificial Intelligence && Deep Learning

@deeplearning_ai

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Showing posts older than #673 · Back to latest

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Post #670 2.59K
A Step-by-Step Introduction to the Basic Object Detection Algorithms

Table of Contents
A Simple Way of Solving an Object Detection Task (using Deep Learning)
Understanding Region-Based Convolutional Neural Networks
1. Intuition of RCNN
2. Problems with RCNN
Understanding Fast RCNN
1. Intuition of Fast RCNN
2. Problems with Fast RCNN
Understanding Faster RCNN
1. Intuition of Faster RCNN
2. Problems with Faster RCNN
Summary of the Algorithms covered
Post #668 2.66K
Deep Learning Explained (FREE COURSE)

Welcome to course
 1 | Introduction and Overview
2 | Multi-class Classification using Logistic Regression
3 | Multi-Layer Perceptron
4 | Convolution Neural Network
5 | Recurrent Neural Network and Long Short Term Memory
6 | Text Classification with RNN and LSTM
Wrap-up and Post-Course Survey

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@DeepLearning_AI
Post #665 2.93K
TOP 10 FREE DEEP LEARNING MASSIVE OPEN ONLINE COURSES :

1. Deep Learning by Google
2. Neural Networks and Deep Learning
3. Algorithms: Design and Analysis
4. Machine Learning
5. Improving Deep Neural Networks
6. Deep Learning Lecture
7. Neural Networks for Machine Learning
8. Creative Applications of Deep Learning with TensorFlow
9. Introduction to Deep Learning
10. Deep Learning for Self-Driving Cars

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@DeepLearning_AI


https://edgy.app/top-10-free-deep-learning-moocs
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Post #664 2.42K
Initializing neural networks

Initialization can have a significant impact on convergence in training deep neural networks. Simple initialization schemes can accelerate training, but they require care to avoid common pitfalls. In this post, we’ll explain how to initialize neural network parameters effectively.

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@DeepLearning_AI


https://www.deeplearning.ai/ai-notes/initialization/
Post #662 2.26K
* What is Neural Network ?
* How Neural Networks learn ?
* What is backpropagation ?
* What is Gradient DEscent ?
* and other Deep learning secrets

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@DeepLearning_AI
Post #661 2.22K
The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study

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@DeepLearning_AI
Post #660 2.43K
The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study

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@DeepLearning_AI
Post #658 2.37K
16 OpenCV Functions to Start your Computer Vision journey (with Python code)
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@DeepLearning_AI
Post #656 2.36K
Bet you can’t solve this Google interview question.
https://medium.freecodecamp.org/bet-you-cant-solve-this-google-interview-question-4a6e5a4dc8ee
freeCodeCamp.org Bet you can’t solve this Google interview question. By Kevin Ghadyani Breaking tough problems into small pieces. I wanted to see someone else’s take on software engineering and started binge watching TechLead on YouTube. I spent the next few days coming up with various solutions to an interview questi...
Post #654
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