Discover how to turn your Windows PC into an AI hub with our easy guide on installing Ollama. Unlock the power of large language models and explore the world of AI right from your desktop. Start your AI journey now! Exciting News: Running Your Own LLM with Ollama on Windows! Introduction Are you tired of […]
An in-depth guide taking you from the fundamentals of AI to advanced Generative AI and Large Language Models (LLMs). Perfect for those starting from scratch! AI from Scratch to Mastery: A Practical Journey to Generative AI and Beyond Artificial Intelligence (AI) is changing our world every day, and learning it from the ground up is
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An introduction to the three main types of Machine Learning: Supervised, Unsupervised, and Reinforcement Learning, with real-world examples and applications across industries. Types of Machine Learning: A Guide to Building Intelligent Systems Machine learning (ML) is foundational to artificial intelligence, driving applications across diverse fields from finance to healthcare. In this post, we’ll explore the
1.2 Types of Machine Learning Read More »
Exploring the Types of Retrieval-Augmented Generation (RAG): A Comprehensive Guide This blog dives into the seven distinct types of RAG, explaining how each type enhances Large Language Models (LLMs) by integrating dynamic and external knowledge. Whether you’re curious about Naive RAG for simple setups or Agentic RAG for autonomous multi-step reasoning, this guide has you
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Basic Math for ML Learn Linear Algebra basics, including vectors and matrices, along with Probability and Statistics concepts like mean, median, and standard deviation, essential for Machine Learning. 1.6: Basic Math for Machine Learning Welcome to this chapter in the AI Zero to Mastery series! In this lesson, we’ll explore foundational math concepts essential for machine learning: Linear
Dive into the critical security challenges facing Large Language Models (LLMs) in 2024. Understand the OWASP Top 10 vulnerabilities, real-life examples, and strategies to secure AI systems. The OWASP Top 10 Vulnerabilities in LLMs: Navigating AI Risks with VisualsWelcome to a guide on the OWASP Top 10 vulnerabilities specific to Large Language Models (LLMs). This
The OWASP Top 10 Vulnerabilities in LLMs: Navigating AI Risks Read More »
Run DeepSeek Locally: Unlock AI Power on Your Own Machine! In this blog, we explore the advanced DeepSeek-R1 model, its different size variations, and a step-by-step guide to running it locally using Ollama. With DeepSeek’s versatile offerings, developers can harness state-of-the-art AI capabilities tailored to their specific needs and hardware setups. What is DeepSeek-R1? DeepSeek-R1
Running DeepSeek-R1 Locally with Ollama (Without API Keys) Read More »
Dive into the basics of core Machine Learning algorithms. Learn about Linear Regression, its role in predicting continuous variables, and how to interpret its components like slope and intercept. What is Linear Regression? Linear Regression is a way to predict a number based on some input data. Imagine you’re trying to guess someone’s height based
2.1: Linear Regression – Introduction to Core ML Algorithms Read More »
