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Comprehensive Guide: Integrating Backend Systems with Slack

Mar 25, 20265 min read

Quick Guide: Installing Conda on EC2 (The Right Way)

Jan 26, 20253 min read

Principal Component Analysis: Cutting Through the Noise

I've been working with high-dimensional data for sometime now, and the question I get asked most often isn't about neural networks or gradient boosting. It's some variation of "my model is slow and I

Mar 26, 20263 min read

Deploying FastAPI on Amazon EC2: A Comprehensive Guide

Aug 29, 20244 min read

Setting Up NVIDIA GRID Drivers on Amazon EC2 Instances

Aug 16, 20249 min read

Emotion Detection Using Convolutional and Recurrent Neural Networks

Introduction Emotion detection from speech and text is an important problem in affective computing with applications in human-computer interaction, sentiment analysis, mental health monitoring, and more. In recent years, deep learning approaches usin...

Jul 21, 202413 min read

Machine Learning Techniques for Speech Emotion Recognition

Introduction Speech emotion recognition (SER) is the task of automatically identifying the emotional state of a speaker from their voice. It has important applications in areas like human-computer interaction, call centers, healthcare, and affective ...

Jul 18, 20248 min read

Processing Sound Files for Emotion Recognition

This article will explore the key steps involved in processing sound files for emotion recognition, including reading audio data, extracting relevant

Jul 16, 20245 min read

Statistical Modeling

There are two main approaches to analyzing data in statistics: the Data Modeling Culture and the Algorithmic Modeling Culture. Both aim to achieve two primary goals: Prediction: Forecasting responses to future input variables Information: Extractin...

Jul 15, 20242 min read

Different Types of Benchmarks for LLM

Evaluating the capabilities of large language models (LLMs) involves using a variety of benchmarks that test different aspects of their knowledge, ...

Jul 14, 20243 min read

What is Serverless Computing?

Function-as-a-Service (FaaS) is a serverless way to execute modular pieces of code on the edge, it

Jul 13, 20249 min read

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