Abuzar Mahmood – Medium

Abuzar Mahmood

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Abuzar Mahmood

Probabilistically determining the number of components for unsupervised learning

An excursion into Bayesian Nonparametrics for changepoint modelling

Oct 11, 2022

Probabilistically determining the number of components for unsupervised learning

Oct 11, 2022

Pinned

Abuzar Mahmood

Weeding out noise with ML

Using XGBoost for improving data preprocessing and semi-automating user data selection

Jul 29, 2022

Weeding out noise with ML

Jul 29, 2022

Abuzar Mahmood

Let AI do the work a.k.a. Rapid deployment using Streamlit apps

In many academic labs, despite our accelerating utilisation of computers, I have seen that a lot of important documentation still happens…

Jun 24

Let AI do the work a.k.a. Rapid deployment using Streamlit apps

Jun 24

Abuzar Mahmood

Automating Data-Processing Pipeline Testing using Prefect 2.0

For open-source contributions to work, someone needs to make sure that new additions to the code-base don’t break anything else. This is…

Mar 15

Automating Data-Processing Pipeline Testing using Prefect 2.0

Mar 15

Abuzar Mahmood

Supervised (a.k.a. Task-specific) dimensionality reduction

We often encounter data with more features/dimensions than we know what to do with. Many of them are correlated (even collinear), many of…

Feb 19

Supervised (a.k.a. Task-specific) dimensionality reduction

Feb 19

Abuzar Mahmood

Fully Automating Neural Data Processing with Machine Learning

Introduction

Jan 30

Fully Automating Neural Data Processing with Machine Learning

Jan 30

Abuzar Mahmood

OverlySpecificGPT — Creating your custom LLM Chatbot with Retrieval Augmented Generation

The rapid rise of Large Language Models (LLMs) has been both very exciting and slightly concerning. While it raises questions like “Will…

Jan 12

OverlySpecificGPT — Creating your custom LLM Chatbot with Retrieval Augmented Generation

Jan 12

Abuzar Mahmood

Comparing Dimensionality Reduction Algorithms for User-Facing Processes

In a couple previous posts (Weeding out noise with ML, ML Experimentation and Model Registry with Neptune.ai), I mentioned how part of the…

Mar 22, 2023

Comparing Dimensionality Reduction Algorithms for User-Facing Processes

Mar 22, 2023

Abuzar Mahmood

The need for data quality testing at the analysis level — A case study using neural data.

When analyzing data, we usually have a battery of tests to make sure that the fundamental properties of the data are sound. This can look…

Mar 7, 2023

The need for data quality testing at the analysis level — A case study using neural data.

Mar 7, 2023

Abuzar Mahmood

ML Experimentation and Model Registry with Neptune.ai

Experimentation forms an integral part of any complex process; the process of building machine learning models included. Building a…

Aug 15, 2022

ML Experimentation and Model Registry with Neptune.ai

Aug 15, 2022

Abuzar Mahmood

Abuzar Mahmood

PhD candidate studying neural dynamics of taste processing. Enthusiastic about big data and machine learning. Always looking for new learning opportunities.

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