Conciliating AI & Privacy: Rules and Good Practices

Original Source Here 2. The 4 pillars to protect personal data in AI systems Ensuring privacy in AI systems and regulating the use of consumer data, therefore, requires a paradigm shift. This new vision approaches privacy in the context of AI and the associated risks in a more holistic way, with measures designed to regulateContinue reading “Conciliating AI & Privacy: Rules and Good Practices”

TensorFlow 2.4 on Apple Silicon M1 : installation under Conda environment

Original Source Here TensorFlow 2.4 on Apple Silicon M1: installation under Conda environment Install arm64 TensorFlow alpha and other ML packages Photo by the author The previous article was about the Machine Learning packages that works natively on Apple Silicon. I also explained how TensorFlow and scikit-learn can be installed on a Mac M1. InContinue reading “TensorFlow 2.4 on Apple Silicon M1 : installation under Conda environment”

Aleatory Overfitting vs. Epistemic Overfitting

Original Source Here Aleatory Overfitting vs. Epistemic Overfitting Approaching the two reasons why your model is not able to generalize well If you’ve ever encountered the following problem: I’m training a neural network and the training loss decreases, but the validation loss increases from the first epoch on. How can I fix this? then youContinue reading “Aleatory Overfitting vs. Epistemic Overfitting”

Aleatory Overfitting vs. Epistemic Overfitting

Original Source Here Aleatory Overfitting vs. Epistemic Overfitting Approaching the two reasons why your model is not able to generalize well If you’ve ever encountered the following problem: I’m training a neural network and the training loss decreases, but the validation loss increases from the first epoch on. How can I fix this? then youContinue reading “Aleatory Overfitting vs. Epistemic Overfitting”

Credit Card Approval System using Machine Learning

Original Source Here Credit Card Approval System using Machine Learning In this project, we will try to make a Credit Card Approval System using Machine Learning via python. The correct assessment for credit card approval is very important for banks and organisations who lend a credit card to the people. The recent years have seenContinue reading “Credit Card Approval System using Machine Learning”

Daily Newsletter — 20th December 2020

Original Source Here Daily Newsletter — 20th December 2020 Python Library for Data Annotation, Free Webinar on Few-Shot Learning and AI-based Image Recovery in today’s Data Science Daily 📰 Hover — Python Library for Rapid & Intuitive Data Annotation Hover is a machine teaching library that enables intuitive and efficient supervision. In other words, itContinue reading “Daily Newsletter — 20th December 2020”

Write trashing 1 star reviews for video games with AI (GPT-2)

Original Source Here Write trashing 1 star reviews for video games with AI (GPT-2) This post is about training a language generation model, that learns to write authentic looking 1-star reviews for video games. I don’t even know where to begin with this game. It is utter trash. Terrible gameplay, terrible graphics, and terrible soundContinue reading “Write trashing 1 star reviews for video games with AI (GPT-2)”

An Intuitive Look at CNNs

https://cdn-images-1.medium.com/max/2600/0*87nIOdMRgi2dwm50 Original Source Here Introduction Each time you unlock your smartphone using Face ID or use real-time Google Translate with your camera, something insane is going on behind the scenes! CNNs are the backbone of many amazing applications and tools that we use all the time. This post will explain the intuition behind the workingsContinue reading “An Intuitive Look at CNNs”