Deep Learning Nerds Academy
The ultimate Learning Platform for AI, Data Science, Data Analytics and Data Engineering.

Agentic AI vs. Generative AI

Agentic AI vs. Generative AI

📘 Introduction Artificial Intelligence is undergoing a significant shift. For years, generative models have captured headlines — from creating text to generating images. But a new wave is emerging: Agentic AI. So, how does Agentic AI differ from Generative AI? Are they competing paradigms — or complementary forces in the AI ecosystem? In...

The Evolution of AI: From Primitive Neural Networks to Cutting-Edge Large Language Models (LLMs)

The Evolution of AI: From Primitive Neural Networks to Cutting-Edge Large Language Models (LLMs)

📘Introduction Large language models (LLMs) have revolutionized artificial intelligence, unlocking new levels of understanding and creativity. But AI’s journey is far from overnight — it’s been shaped by decades of innovation, setbacks, and breakthroughs. In this post, we’ll explore the pivotal moments in AI’s history — from the...

Connect FastAPI to PostgreSQL with SQLModel and Pydantic Settings
Academy Membership FastAPIPostgreSQL

Connect FastAPI to PostgreSQL with SQLModel and Pydantic Settings

📘Introduction FastAPI is a modern, high-performance web framework for building APIs with Python. In real-world applications, you'll often need to connect to a relational database like PostgreSQL to store and retrieve data. But building that connection securely and cleanly—especially across development, staging, and production environments—requires a...

Retrieval-Augmented Generation (RAG): The Key to Smarter AI Responses

Retrieval-Augmented Generation (RAG): The Key to Smarter AI Responses

Introduction Retrieval-Augmented Generation (RAG) is an advanced technique in natural language processing that enhances language models by enabling them to retrieve external information in real time. This leads to more accurate and context-aware responses, making RAG ideal for tasks that require up-to-date or domain-specific knowledge, such as customer support, enterprise...

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