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The Importance of Deploying Machine Learning Models: A Comprehensive Analysis

Uncategorized / September 17, 2023

Introduction In the digital age, Machine Learning (ML) has emerged as a cornerstone of technological innovation. While the creation of …

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Unlock the Power of OpenAI: Design Your ML Pipeline with GPT-3.5

General, Natural Language Processing / June 3, 2023

Machine learning (ML) has revolutionized the tech world by providing an ability to “learn” from data. At the forefront of …

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The Story of Autoencoders

Core Concepts / July 18, 2021

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

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Unstructured data provides equal risk and opportunities for businesses

General / 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

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

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

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

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Top-5 Painless Data Augmentation Techniques With TensorFlow

Computer Vision, TensorFlow / May 22, 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

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

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