Amit

Author: since 10 Oct, 2020 Article: 17 Claps: 4

I am a Data Science enthusiast with experience in building predictive models, data processing, and data mining algorithms to solve challenging business problems. Involved in open source community and passionate about building data apps.

Beginner Data Visualization Libraries Python Python

How to Build Explainer Dashboards in Python?

In this blog, we will look into the explainer dashboards in python which will help us to give predictive models with minimum lines of code.

Amit 28 Apr, 2025
Beginner MLops

Overview of MLOps With Open Source Tools

This article will serve as an overview to MLOps using open-source tools.

Amit 15 Mar, 2022
Intermediate Machine Learning Python Python Technique

How To Evaluate The Business Value Of a Machine Learning Model

Here, we will explore and understand evaluation plots like Cumulative Gain plots and Lift plots, to assess the business value of ML model.

Amit 14 Sep, 2021
Advanced Machine Learning Project Python Python

Create a Python App to Measure Customer Lifetime Value (CLV)

Customer Lifetime Value is an important success metric for any business. Let's learn how to create an App to measure Customer Lifetime Value

Amit 28 Aug, 2021
Advanced Machine Learning Project Python Python

How to Build A Price Recommender App With Python

In this article, we are going to learn to Build A Price Recommender App With Python to optimizee the prices of various products

Amit 21 Oct, 2024
Advanced Data Engineering Github Listicle MLops

MLOps | Versioning Datasets with Git & DVC

The version control is becoming an integral part of the data science project. In this article we will see Versioning Datasets with Git & DVC.

Amit 19 Jun, 2021
Data Science Intermediate Libraries MLops Model Deployment

Tracking ML Experiments With Data Version Control

Data Version Control, or DVC, is a data and ML experiment management tool. In this blog learn tracking ML experiments with DVC.

Amit 24 Jun, 2021
Advanced Machine Learning Python Python

Performance Testing ML Serving APIs With Locust

In this article, we look into how to go about performance testing of machine learning serving APIs with locust to improve the efficiency

Amit 07 Jun, 2021
Classification Intermediate Libraries Model Deployment

MaaS | Build ML Models As A Service !

The objective of this article is to build ml models as a service for classifying the patients with brain tumor in python with flask.

Amit 28 May, 2021
Classification Intermediate Machine Learning Project Python

Reproducible ML Reports Using YAML Configs (with codes)

In this article, we will explore the process of building and managing reproducible machine learning reports using config files and HTML .

Amit 26 Aug, 2021

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Amit

How to Build Explainer Dashboards in Python?

Overview of MLOps With Open Source Tools

How To Evaluate The Business Value Of a Machine Learning Model

Create a Python App to Measure Customer Lifetime Value (CLV)

How to Build A Price Recommender App With Python

MLOps | Versioning Datasets with Git & DVC

Tracking ML Experiments With Data Version Control

Performance Testing ML Serving APIs With Locust

MaaS | Build ML Models As A Service !

Reproducible ML Reports Using YAML Configs (with codes)

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Popular Categories

Generative AI Tools and Techniques

Popular GenAI Models

AI Development Frameworks

Data Science Tools and Techniques