End To End Machine Learning Deployment — Introduction: In today’s rapidly evolving technological landscape, Kubernetes has emerged as a game-changer, simplifying how we deploy, manage, and scale applications. This article unfolds our hands-on experience with Kubernetes, diving deep into two projects showcasing its versatility and power. This is a continuation of my previous article, which covers the basics…

Kafka and Python Projects —

Models, Data Sets, Fine Tuning, Pipelines, Custom Pipelines —

Streamlit, Gradio, FastAPI, Flask, Terraform, Spinnaker, Puppet — Introduction: In the dynamic world of machine learning, the journey from developing a model to putting it into production is often seen as intricate and multifaceted. However, with the advent of tools like Docker, Kubernetes and user-friendly web frameworks such as FastAPI, Streamlit, and Gradio, this journey has become more streamlined…

LC Problems — Introduction: In this article, we’re going to learn about hashing techniques and their underlying mechanics. We’ll decode how it transforms our understanding of time and space complexity in problem-solving. Then, we’ll tie this knowledge to real-world examples by tackling popular LeetCode problems revolving around hashing.

Introduction: This article continues Python Unleashed: Cracking the LeetCode 100 — Linked List-Part: II. In this article, we will solve the remaining 5 LC problems. 6. Copy List with Random Pointer: Problem Details: Problem: Copy List with Random Pointer (138) Difficulty Level: Medium The problem asks us to make a deep copy of a linked list. Each…

Introduction: Welcome to the next exciting installment of our series, ‘Python Unleashed: Cracking the LeetCode 100’. This time, we will focus solely on a remarkably flexible and widely-used data structure: the LinkedList. In the realm of programming, LinkedLists offer an efficient and dynamic approach to storing data. Unlike arrays with a…

Introduction: This article continues Python Unleashed: Cracking the LeetCode 100 — Linked List-Part: I. In this article, we will straight away jump into LC problems. Let's start. 1. Merge Two Sorted Lists: Problem Information: LeetCode Problem Number: 21 Difficulty Level: Easy Title: Merge Two Sorted Lists Problem Statement: Merge two sorted linked lists and return it…

Stacks and Queues — Introduction: Welcome to the next step in our ‘Python Unleashed: Cracking the LeetCode 100’ series! Today, we focus on two powerful yet simple data structures: stacks and queues. These two structures are like the unsung heroes of coding — they might seem basic, but their…