Achala Chathuranga AponsoDeep Learning Architectures: Feed-Forward Networks, RNNs, LSTMs, and Self-Attention MechanismsIn the field of machine learning, neural network architectures are foundational to developing advanced models capable of solving complex…Jun 23Jun 23
Achala Chathuranga AponsoThe Art and Science of Learning Rates in Deep LearningDeep learning has revolutionized the field of artificial intelligence, enabling significant advancements in various domains such as…Jun 21Jun 21
Achala Chathuranga AponsoA Beginner’s Guide to Starting a Machine Learning Journey After SchoolIntroduction: Embarking on a journey into the world of machine learning can be an exciting and rewarding endeavour, especially for those…Jan 22Jan 22
Achala Chathuranga AponsoHandwritten Digit Recognition with TensorFlowThis brief article explores the fundamentals of building a simple yet powerful neural network using TensorFlow 2.15.0 to recognise…Jan 21Jan 21
Achala Chathuranga AponsoOverview of AWS Well-Architected Framework’s Six PillarsI am grateful for all the feedback and advice received, especially appreciative of comments (on LinkedIn)from experts on the AWS Team. I’ve…Jan 8Jan 8
Achala Chathuranga AponsoUnveiling the Essence of Cloud Computing: Five Fundamental CharacteristicsIn the dynamic realm of technology, cloud computing has emerged as a transformative force, revolutionising the way resources are…Jan 1Jan 1
Achala Chathuranga AponsoNavigating the Cloud: Understanding Different Deployment Models and their AdvantagesCloud computing has become a cornerstone of modern business strategies, offering a dynamic and scalable solution to meet diverse…Jan 1Jan 1
Achala Chathuranga AponsoExploring Cloud Computing: A Tech OverviewCloud computing has revolutionised the landscape of IT infrastructure by providing an on-demand delivery model for various computing…Jan 1Jan 1
Achala Chathuranga AponsoRevolutionizing IT: Overcoming Challenges with Traditional Approaches through AWSIn the rapidly evolving technological landscape, businesses increasingly rely on innovative solutions to streamline their operations…Jan 1Jan 1
Achala Chathuranga AponsoPython 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, 2023Aug 31, 2023