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Akhil Theerthala

ML lifecycle flowchart highlighting the modelling part, which is the current focus of this article.

MLOps Notes 3.1: An Overview of Modeling for machine learning projects

Learn about the challenges of developing machine learning models and the importance of data quality in production environments
Akhil Theerthala 07 Jan 2023
A part of the flowchart highlighting the deployment part of the ML lifecycle.

MLOps Notes- 2: Deployment Overview

Discover the common practises and difficulties encountered in model deployment, along with value of monitoring dashboards in production.
Akhil Theerthala 05 Jan 2023
CNN Notes 1: The convolution operation

CNN Notes 1: The convolution operation

Exploring Convolutional Neural Networks: Notes on the Convolution Operation and further schedule on interesting topics in CNN.
Akhil Theerthala 02 Jan 2023
Machine Learning Engineering for Production (MLOps) Specialization at DeepLearning.AI taught by Andrew Ng, Robert Crowe, Laur

MLOps Notes -1: The Machine Learning Lifecycle

My Journey through the “MLOps Specialization” from DeepLearning.AI. This article describes the ML lifecycle along with the course overview.
Akhil Theerthala 01 Jan 2023
Investigating the Seattle Airbnb Dataset | A Data Analytics project

Investigating the Seattle Airbnb Dataset | A Data Analytics project

In this article, I will be finally writing about a project, this was something that I have been planning from a long time. In this article…
Akhil Theerthala 28 Jul 2022
Deep Learning Nanodegree and Deep Learning Specialization | Which course Should You Choose?

Deep Learning Nanodegree and Deep Learning Specialization | Which course Should You Choose?

When you get to know the vast amount of applications of DL, you might feel excited to enter this field and contribute your ideas. But then…
Akhil Theerthala 02 Apr 2022

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