Achala Chathuranga Aponso – Medium

Achala Chathuranga Aponso

Achala Chathuranga Aponso

Deep Learning Architectures: Feed-Forward Networks, RNNs, LSTMs, and Self-Attention Mechanisms

In the field of machine learning, neural network architectures are foundational to developing advanced models capable of solving complex…

Jun 23

Jun 23

Achala Chathuranga Aponso

The Art and Science of Learning Rates in Deep Learning

Deep learning has revolutionized the field of artificial intelligence, enabling significant advancements in various domains such as…

Jun 21

The Art and Science of Learning Rates in Deep Learning

Jun 21

Achala Chathuranga Aponso

A Beginner’s Guide to Starting a Machine Learning Journey After School

Introduction: Embarking on a journey into the world of machine learning can be an exciting and rewarding endeavour, especially for those…

Jan 22

Jan 22

Achala Chathuranga Aponso

Handwritten Digit Recognition with TensorFlow

This brief article explores the fundamentals of building a simple yet powerful neural network using TensorFlow 2.15.0 to recognise…

Jan 21

Jan 21

Achala Chathuranga Aponso

Overview of AWS Well-Architected Framework’s Six Pillars

I am grateful for all the feedback and advice received, especially appreciative of comments (on LinkedIn)from experts on the AWS Team. I’ve…

Jan 8

Jan 8

Achala Chathuranga Aponso

Unveiling the Essence of Cloud Computing: Five Fundamental Characteristics

In the dynamic realm of technology, cloud computing has emerged as a transformative force, revolutionising the way resources are…

Jan 1

Jan 1

Achala Chathuranga Aponso

Navigating the Cloud: Understanding Different Deployment Models and their Advantages

Cloud computing has become a cornerstone of modern business strategies, offering a dynamic and scalable solution to meet diverse…

Jan 1

Navigating the Cloud: Understanding Different Deployment Models and their Advantages

Jan 1

Achala Chathuranga Aponso

Exploring Cloud Computing: A Tech Overview

Cloud computing has revolutionised the landscape of IT infrastructure by providing an on-demand delivery model for various computing…

Jan 1

Jan 1

Achala Chathuranga Aponso

Revolutionizing IT: Overcoming Challenges with Traditional Approaches through AWS

In the rapidly evolving technological landscape, businesses increasingly rely on innovative solutions to streamline their operations…

Jan 1

Jan 1

Achala Chathuranga Aponso

Python Data Science Fundamentals: Dive into NumPy, Pandas, Matplotlib, and Scikit-learn for…

I prepared a new course on Python ML libraries. Here is the descrption and the link. It’s available for FREE. Happy Learning.

Aug 31, 2023

Aug 31, 2023

Achala Chathuranga Aponso

Achala Chathuranga Aponso

PhD Candidate at ECU - Australia | Data & Machine Learning Consultant | Former Senior Lecturer at IIT | Ex-Software Engineer (WSO2, Cambio, Zone24x7)

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