Prompt Engineering vs Fine-Tuning: Which One Should You Use in 2025? Paid Members Public
In today’s AI landscape, developers leveraging powerful large language models (LLMs) like GPT-4o, Claude 3, and Mistral face a critical decision: Should they rely on prompt engineering, or invest in fine-tuning? Both methods enable AI customization—but they differ significantly in: ✔ Cost (Fine-tuning requires more compute resources) ✔ Complexity (Prompt
LLMs Decoded: Architecture, Training, and How Large Language Models Really Work Paid Members Public
Learn how GPT, Claude, and Mistral actually work. This visual guide decodes LLM architecture, training, tokenization, and generation—perfect for developers, students, and AI enthusiasts.
The Complete Guide to Retrieval-Augmented Generation (RAG) in 2025 Paid Members Public
Discover how Retrieval-Augmented Generation (RAG) works in 2025. Build intelligent apps using OpenAI or local models like Mistral, with LangChain and FAISS—no fine-tuning required.
The Modern Beginner’s Guide to Machine Learning in 2025: Concepts, Tools, and Career Path Paid Members Public
Discover how to start your Machine Learning journey in 2025 with this beginner-friendly guide. Learn core concepts, top tools, real-world projects, and career paths in AI—perfect for students, developers, and tech enthusiasts.
Laravel 12 Controllers: A Comprehensive Guide Paid Members Public
Laravel 12 continues to uphold the MVC (Model-View-Controller) architecture, with controllers playing a pivotal role in handling HTTP requests and orchestrating application logic. This guide delves into the enhancements and practices for controllers in Laravel 12. 📂 Understanding Controllers in Laravel 12Controllers in Laravel serve as intermediaries between models and views,
Building Dynamic Web Applications with Laravel and HTMX Paid Members Public
In recent years, the way we build web applications has undergone a significant transformation. Traditional full-page reloads are giving way to dynamic, single-page applications that provide a smoother and more interactive user experience. Laravel, a popular PHP framework, has kept pace with these changes and offers seamless integration with modern
Laravel (10) Pivots: The Secret Sauce for Powerful Relationships You Won't Believe! Paid Members Public
In Laravel, pivot tables serve as intermediary database tables that facilitate many-to-many relationships between two other tables. Acting as connectors, they store additional information about the relationship itself. Pivot tables contain foreign keys referencing the primary keys of the related tables, along with any extra columns necessary for relationship-specific data.
All about Controllers in Laravel 10 Paid Members Public
What are Controller?In Laravel, Controllers are PHP classes that handle incoming HTTP requests and manage the application's response to those requests. They act as an intermediary between the Model (data) and the View (UI) in the MVC (Model-View-Controller) pattern. Controllers contain methods that define the actions that can be
