AI Knowledge Base
Tutorials, and Examples
Explainable AI (XAI) & AI Ethics
Artificial Intelligence (AI) has become an integral part of modern technology, impacting sectors such as healthcare, finance, and autonomous systems. However,…
AI in Healthcare: Transforming the Future of Medicine
Introduction The emergence of Artificial Intelligence (AI) in healthcare has been groundbreaking, reshaping the way we diagnose, treat, and monitor patients….
AI Code Generation: Automate Development with AI
AI-driven code generation enables developers to write, complete, and debug code using conversational prompts. Tools like Google Vertex AI, OpenAI Codex,…
What is AI in cybersecurity?
AI’s Role in Cybersecurity AI vs. Traditional Cybersecurity Why AI is Important in Cybersecurity Benefits of AI in Cybersecurity Machine Learning…
Artificial Intelligence (AI) in Finance
Artificial Intelligence (AI) has become a transformative force in the financial industry, revolutionizing how institutions manage risk, personalize services, automate operations,…
What are some examples of popular foundation models?
Foundation models are large-scale AI models trained on vast amounts of data that can be adapted for a variety of applications….
What is a Large Language Model (LLM)?
In recent years, artificial intelligence (AI) has seen tremendous advancements, particularly in the field of natural language processing (NLP). One of…
How to Effectively Use LLaMA 3.1: A Comprehensive Guide
LLaMA 3.1, developed by Meta, is an advanced Large Language Model (LLM) designed for various natural language processing (NLP) tasks, including…
Llama 3.1 Requirements: A Comprehensive Guide
Llama 3.1 stands as a cutting-edge AI model, providing immense potential for developers and researchers alike. To fully harness its power,…
DeepDive into GPU Hardware: The 2025 Guide for DeepSeek Models
DeepSeek models have been redefining the landscape of large language models, unlocking unprecedented performance across multiple fields. However, pushing these boundaries…
DeepSeek-Coder-V2: 16B Lite vs. 236B – A Deep Dive into Open-Source Code Intelligence
Below is a comprehensive article that delves into the two main variants of DeepSeek-Coder-V2—namely, the 16B “Lite” models versus the full-scale…
DeepSeek‑Coder‑V2 16B Requirements: A Comprehensive Deployment Guid
DeepSeek‑Coder‑V2 is an open‐source Mixture-of-Experts (MoE) code language model that rivals closed‑source alternatives in code intelligence. The 16B variant—often referred to…
How to Train DeepSeek-R1 on Stock Market Data Using Zerodha API
Step 1: Install Required Packages Install all necessary Python packages using: Create requirements.txt and add: To manually install packages, use: Step…
Setting Up Ollama & Running DeepSeek R1 Locally for a Powerful RAG System
Ollama: Run AI Models Locally Ollama is a powerful framework that enables users to run large language models (LLMs) locally on…
Running DeepSeek-R1 Locally with Ollama and Docker
Introduction Running AI models like DeepSeek-R1 locally can be both an exciting learning experience and a powerful way to leverage AI…