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Secure and Private AI Writing Challenge
Articles and tutorials written by Secure and Private AI Writing Challenge Scholars
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Playing with Backpropagation Algorithm Intuition
Playing with Backpropagation Algorithm Intuition
Okay so , before we get into technicality of the algorithm let’s imagine there is are a bunch of students studying for exam as shown below.
Sourav Kumar
Jun 15, 2019
How to Make Deep Learning many Orders of Magnitude Faster
How to Make Deep Learning many Orders of Magnitude Faster
Deep Learning needs no big introduction due to its wild popularity. Deep Learning or deep neural networks are a very useful set of machine…
Juan Carlos Kuri Pinto
Aug 23, 2019
Walking down the SPAIC memory lane: The Five Most Unforgettable Aspects of my Journey
Walking down the SPAIC memory lane: The Five Most Unforgettable Aspects of my Journey
A few favourite SPAIC stories that I will cherish forever!
Pooja Vinod
Aug 10, 2019
Introducing Differential Privacy
Introducing Differential Privacy
Most datasets are siloed within large enterprises for two reasons:-
Anirban Sen
Aug 15, 2019
Crowd Counting Made Easy
Crowd Counting Made Easy
Experience Of Being Udacity Scholar:
Ramkrishna Acharya
Aug 17, 2019
How and Why Deep Learning Works
How and Why Deep Learning Works
Deep Learning or deep neural networks are a very useful set of machine learning algorithms that have become super popular thanks to their…
Juan Carlos Kuri Pinto
Aug 23, 2019
Deep Learning with Differential Privacy
Deep Learning with Differential Privacy
Simplifying the jargons for the adults.
Shubhangi Jena
Jul 22, 2019
Differential Privacy for Deep Learning
Differential Privacy for Deep Learning
You might be wandering, if you have read the previous articles on differential privacy, what does all this querying have to do with deep…
Aisha Elbadrawy
Jul 8, 2019
Google Colab Notebook for Lesson 7 Federated Learning
Google Colab Notebook for Lesson 7 Federated Learning
#UdacityFacebookScholar
Archit
Jun 16, 2019
Evaluating the Privacy of a Function
Evaluating the Privacy of a Function
After defining Differential Privacy , let’s explore a hands on example, to get a better sense on how it could be applied, when working…
Aisha Elbadrawy
Jul 1, 2019
Introduction to PyTorch Tensors
Introduction to PyTorch Tensors
Learn to create tensors using PyTorch with code examples.
shaistha fathima
Aug 24, 2019
Federated Learning -Securing The Data Of Users
Federated Learning -Securing The Data Of Users
Have you ever wondered how Google keyboard predicts the probability of the words you will type after you just start typing ?
Sourav Kumar
Jul 6, 2019
My notes from Lesson 3 Introducing Differential Privacy
My notes from Lesson 3 Introducing Differential Privacy
part of :
calincan mircea
Jun 19, 2019
Creating a Direction-Sensitive People Counter with OpenCV and MobileNetSSD
Creating a Direction-Sensitive People Counter with OpenCV and MobileNetSSD
Measuring the net flow of visitors into an area and distinguishing the direction they are walking in, with Computer Vision
Pooja Vinod
Aug 18, 2019
Super cool 10 hidden features in Google Colab
Super cool 10 hidden features in Google Colab
There is no Doubt that GColab is one of the most online used cloud based Jupyter notebooks and also you may have read many more articles…
Sourav Kumar
Aug 29, 2019
First Steps with your Raspberry Pi
First Steps with your Raspberry Pi
Getting started with your brand new Pi
Suparna S Nair
Aug 16, 2019
Idea of differential privacy and why is it important ?
Idea of differential privacy and why is it important ?
Okay , so you have come here reading the article’s headline , then it means you are concerned regarding the topic but what if you don’t…
Sourav Kumar
Jun 30, 2019
Federated Learning: An Overview
Federated Learning: An Overview
Breaking down what Federated Learning is, the opportunities and challenges it presents
Pooja Vinod
Aug 12, 2019
Types of Differential Privacy
Types of Differential Privacy
To achieve differential privacy we have to add noise to our data to protect the user's privacy. This could be done either locally or…
Aisha Elbadrawy
Jul 3, 2019
Federated Learning of a Recurrent Neural Network for text classification, with Raspberry Pis…
Federated Learning of a Recurrent Neural Network for text classification, with Raspberry Pis…
In this tutorial, you are going to learn how to train a Recurrent Neural Network (RNN) in a federated way using two Raspberry Pis as…
Naufil Muhammad
Aug 16, 2019
My experience with the “Udacity Secure and Private AI Challenge”
My experience with the “Udacity Secure and Private AI Challenge”
I started this challenge course with little to no background in machine learning, AI, PyTorch, or Python. I had already accepted and…
AGW
Aug 24, 2019
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