Orhan G. Yalçın
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orhangaziyalcin.com

Table of Contents

I - Artificial Intelligence Essentials II - ML Programming Essentials III…


Deep Learning Case Studies

Using Convolutional Neural Networks to Classify Handwritten Digits with TensorFlow and Keras | Supervised Deep Learning

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MNIST Dataset and Number Classification by Katakoda


Artificial Intelligence Essentials

A Brief Introduction to Convolutional Neural Network Architecture and the Most Common Layers

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Figure 1. Photo by David Travis on Unsplash


Artificial Intelligence Essentials

Discover the history of one of the most popular deep learning models used for almost every computer vision tasks

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Figure 1. Photo by Joel Filipe on Unsplash

From Simple and Complex to Grandmother Cells


Python Pandas Tutorials — Part 1

Mastering one of the most popular Python data structures for data scientists

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Figure 1. What other icons can better represent the Pandas DataFrames? (Photo by Fletcher Pride on Unsplash)

What is Pandas?


Deep Learning Case Studies

Neural Style Transfer based on Andy Warhol’s Monroe Diptych with pre-trained computer vision network VGG19, transfer learning, and TensorFlow

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Figure 1. Our Pop Art Neural Style Transfer Output made with VGG-19 Network (Figure by Author)

Neural style transfer is a method to blend two images and create a new image from a content image by copying the style of another image, called style image. This newly created image is often referred to as the stylized image.


Part 1 | Part 2 | Part 3 | Natural Language Processing

Generate Shakespearean style literary work using recurrent neural networks and Shakespeare corpus

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Figure 1. Photo by Jessica Pamp on Unsplash


Data Structures — Part 1

Master these data structures to land in your next data science job

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Figure 1. Photo by Green Chameleon on Unsplash


State of the Art of Artificial Intelligence

Built on top of the revolutionary GPT-3 Model, DALL·E can generate breathtaking images from mere text descriptions

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Figure 1. Photo by Yuyeung Lau on Unsplash

A portmanteau of the artist Salvador Dalí and Pixar’s WALL·E.


Deep Learning Case Studies

Tackling Supervised, Unsupervised, and Generative AI Problems with 6 Powerful Neural Network Architectures (with Case Study Examples)

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Figure 1. Photo by Charles Deluvio on Unsplash

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