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A Quick Guide on Transfer Learning and How to Apply it to your Neural Network

A Quick Guide on Transfer Learning and How to Apply it to your Neur...

Examples for Image Classification and Natural Language Processing
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Jaime Durán
A Quick Guide on Basic Regularization Methods for Neural Networks

A Quick Guide on Basic Regularization Methods for Neural Networks

L1 / L2, Weight Decay, Dropout, Batch Normalization, Data Augmentation and Early Stopping
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Jaime Durán
Everything You Need to Know about Gradient Descent Applied to Neural Networks

Everything You Need to Know about Gradient Descent Applied to Neura...

Explanation // Versions // Algorithm steps // Optimization techniques
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Jaime Durán
A Quick Guide on Preprocessing Facial Images for Neural Networks using OpenCV in Python

A Quick Guide on Preprocessing Facial Images for Neural Networks us...

Covering face and eyes detection plus image straightening, cropping, resizing and normalization
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Jaime Durán
11 things I learned from the Machine Learning for Coders course at fast.ai

11 things I learned from the Machine Learning for Coders course at ...

… and why it might be interesting for you.
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Jaime Durán
Could you guess the artist behind a painting you’ve never seen before? Neural networks do.

Could you guess the artist behind a painting you’ve never seen befo...

Use of Fastai and advanced techniques in the field of computer vision (Part 2)
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Jaime Durán
Painting style classification with 7 lines of code

Painting style classification with 7 lines of code

Using fastai and advanced techniques in the field of computer vision (Part 1)
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Jaime Durán
What‘s behind the Eurovision voting

What‘s behind the Eurovision voting

Analysis of Eurovision data prior to the 2019 final, using Python
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Jaime Durán
How to analyze and compare electoral programs using Python

How to analyze and compare electoral programs using Python

Get a taste of the new far-right party entering the Spanish parliament
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Jaime Durán
Everything your grandmother wanted to know about the world of data and never dared to ask

Everything your grandmother wanted to know about the world of data ...

Data Science, Big Data, Data Lakes, Artificial Intelligence, Data Mining, Machine Learning, Deep Learning, Business Intelligence, Business…
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Jaime Durán
I wanna be a data scientist, but… how!?

I wanna be a data scientist, but… how!?

It’s easy to say “I wanna be a data scientist”, but… where the hell do I start? How much time will I need to be desired by companies? Do I…
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Jaime Durán
Mum, I wanna be a data scientist

Mum, I wanna be a data scientist

“You wanna be… what?” .- the answer I receive from the 93,21% of humans
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Jaime Durán
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