50 Coding Laws That Would Make You A Decent Programmer.
There are hundreds or probably thousands of Python best practices out there and depending on who you ask, you would get some slight variation on a given practice. The internet… Read more »
Tag: Python
Scientific Python Lectures
This collection of lecture notes gives you everything you need to get started with data in the Python ecosystem. Covers Python basics, NumPy, SciPY, Matplotlib, Sympy, scikit-learn, code optimization, mathematical… Read more »
Python libraries you need to know in 2024
TL;DR Are you getting into Python? It’s a jungle!You have libraries just about anything you can think about – from creating games to building web applications. With this list, get… Read more »
Mastering Generative AI: A Roadmap from Zero to Expertise in Gen AI field
Are you interested in learning Generative AI but worried about the math involved? Don’t fret! In this guide, we’ll break down the syllabus and the best ways to learn Generative… Read more »
A Comprehensive Overview of Essential Python Tools for Data Science and Development
Python is a versatile programming language that has gained immense popularity in various fields, including data science, machine learning, web development, and more. To harness the full potential of Python, developers… Read more »
A Catalog For Design Patterns in Python
Exploring Design Patterns: Concepts, Analogies, Advantages, Disadvantages, and Real-Life Use Cases. In software engineering, design patterns are reusable solutions to commonly occurring problems in software design. There are various types… Read more »
Choosing the Right Python Framework: Django vs. Flask vs. FastAPI vs. AIOHTTP
Python is a versatile and straightforward language, making it an excellent choice for web development. Choosing the right framework is critical to ensure efficiency and maintainability when building web applications…. Read more »
Better Programming: The Interface Segregation Principle
In this series of articles you will become familiar with the SOLID principles, which will help you write more modular, understandable, and maintainable code. SOLID is an acronym that encompasses the… Read more »
Getting started with Vector DBs in Python
Vector databases are all the rage today. I’ve built a few iterations of vector search, beginning in 2011 at Artsy, powered by the Art Genome Project. Compared to LLM use-cases today,… Read more »
Python Tools and Techniques for Effective AI Model Training
Introduction Artificial Intelligence (AI) has revolutionized various industries, from healthcare and finance to transportation and entertainment. At the heart of AI lies the process of model training, where algorithms learn… Read more »