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Blog

The Story of Autoencoders

Core Concepts / July 18, 2021 July 18, 2021

Generative models are everywhere. Imagine you speak in front of a microphone, and your sound will be transformed into text! …

The Story of Autoencoders Read More »

Unstructured data provides equal risk and opportunities for businesses

General / November 13, 2020 November 13, 2020

Unstructured data is projected to account for approximately 80% of the data that enterprises will process on a daily basis …

Unstructured data provides equal risk and opportunities for businesses Read More »

Tensors: An Example-based Introduction to the heart of TensorFlow

TensorFlow, Tools / October 11, 2020 October 11, 2020

This post is associated with TensorFlow tensors. Tensor are multi-dimensional arrays that are used in TensorFlow. Here, I am going …

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Trax: The New Google Brain Tool For Deep Learning

Tools / September 6, 2020 September 6, 2020

You might have heard of many different Deep Learning frameworks such as TensorFlow and PyTorch. They do everything for Deep …

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TFRecords: Learn to Use TensorFlow # 1 Helpful File Format

TensorFlow, Tools / July 20, 2020 July 26, 2020

You probably heard about TFRecord, as the TensorFlow preferred file format. TensorFlow by Google is everywhere these days. You just …

TFRecords: Learn to Use TensorFlow # 1 Helpful File Format Read More »

Top-5 Painless Data Augmentation Techniques With TensorFlow

Computer Vision, TensorFlow / May 22, 2020 May 23, 2020

You may hear data augmentation everywhere in Machine Learning. Deep Learning is a great machine learning approach, using neural networks, …

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A Python Virtual Environment Can Rescue You

Tools / May 9, 2020 May 9, 2020

You might have heard a lot about creating a virtual environment as a recommended approach for installing a package. Python …

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Data Exploration Routine With Pandas: The Effortless Approach

Pandas, Tools / April 5, 2020 April 5, 2020

Data exploration is one of the crucial steps of working with data. To perform more effective data exploration, we need …

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Differential Privacy: An Introduction to The New Promise of Data Privacy

Privacy / March 28, 2020 March 28, 2020

In this post, I am going to briefly describe what is Differential Privacy and what it promises. You may keep …

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The Easy Approach to Access a Kaggle Dataset in Google Colab

General / March 15, 2020 April 8, 2020

This tutorial aims to show you a very easy and straightforward approach to import a Kaggle dataset into Google Colaboratory …

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