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Artificial Intelligence and Machine Learning

Building Visual RAG Pipelines with Llama 3.2 Vision and Ollama: The Complete Step-by-Step Guide (2026)
2,686
Artificial Intelligence and Machine Learning

Building Visual RAG Pipelines with Llama 3.2 Vision and Ollama: The Complete Step-by-Step Guide (2026)

Want a system that can actually read your PDFs and answer questions about them, all without sending a single byte to the cloud? That’s exactly what a visual RAG pipeline with Llama 3.2 Vision and Ollama does. It turns your PDF pages into images, stores them in a local vector database, then pulls up the […]

Abhishek Pati
07 Mar, 2026 | 23 min
Heuristic Search Techniques in AI Explained
1,243
Artificial Intelligence and Machine Learning

Heuristic Search Techniques in AI Explained

If you have ever used Google Maps to find the fastest route to a place, you have already seen artificial intelligence at work. Have you ever wondered how the system figures out the best path so quickly, without checking every single road on the map? Heuristic search techniques are AI strategies that use a heuristic […]

Jebasta
19 May, 2026 | 13 min
How to Design a Custom Game with Generative AI in 2026
2,416
Game Development

How to Design a Custom Game with Generative AI in 2026

According to SNS Insider, the AI in gaming market was valued at 4.54 billion dollars in 2025 and is projected to reach 81.19 billion by 2035 (estimates vary across research firms). A 2026 BCG report found roughly 50 percent of game studios now actively use AI. A custom game with generative AI is built by […]

Jebasta
31 Mar, 2026 | 34 min
The Ultimate Guide to Artificial Neural Network (2026)
3,663
Artificial Intelligence and Machine Learning

The Ultimate Guide to Artificial Neural Network (2026)

Artificial Neural Networks are computer systems designed to learn and recognize patterns the way the human brain does — not by following fixed rules, but by learning from examples. From the face unlock on your phone to the recommendations you scroll past daily, ANN quietly powers more of your everyday life than you’d guess. This […]

Abhishek Pati
11 Sep, 2025 | 15 min
Sklearn Metrics Explained: The Complete Guide with Code Examples (2026)
4,125
Artificial Intelligence and Machine Learning

Sklearn Metrics Explained: The Complete Guide with Code Examples (2026)

Sklearn Metrics is a module in the scikit-learn library that checks how well a machine learning model is performing. It compares the model’s predictions with the actual results and gives you a clear score. Without these metrics, you’re just guessing whether your model is good. Sklearn Metrics gives you the exact numbers you need, whether […]

Abhishek Pati
04 Oct, 2025 | 12 min
Types of AI Agents Explained: A Guide to AI Agent Architectures (2026)
1,087
Artificial Intelligence and Machine Learning

Types of AI Agents Explained: A Guide to AI Agent Architectures (2026)

There are several types of AI agents, and each one thinks and acts a little differently. An AI agent is software that doesn’t just wait for instructions. It watches, decides, and acts on its own to get something done. Think of it as the difference between a calculator and an assistant: one only responds when […]

Abhishek Pati
19 May, 2026 | 11 min
Mathematics for Machine Learning: Beginners Guide (2026)
4,277
Artificial Intelligence and Machine Learning

Mathematics for Machine Learning: Beginners Guide (2026)

Mathematics for machine learning is the set of core math topics, linear algebra, calculus, probability, and statistics, that power how models learn from data. Together, they explain what happens inside every algorithm, from a simple regression line to a deep neural network. You don’t need to be a math expert to use it well. You […]

Abhishek Pati
29 Aug, 2025 | 15 min
Best First Search Explained: How It Works and How to Implement It
995
Artificial Intelligence and Machine Learning

Best First Search Explained: How It Works and How to Implement It

Best First Search is a graph traversal algorithm that picks the most promising node to explore next, based on a heuristic function. Instead of blindly checking every path like uninformed search methods, it uses this heuristic to estimate which direction gets you closer to the goal, and moves that way first. This makes it faster […]

Abhishek Pati
07 May, 2026 | 12 min
What is a Decision Tree in Machine Learning – A Step-by-Step Guide
9,110
Data Science

What is a Decision Tree in Machine Learning – A Step-by-Step Guide

Decision trees are one of the most interpretable machine learning algorithms because they turn predictions into a sequence of clear decision rules. Instead of behaving like a black box, a decision tree shows how features are evaluated, where the data is split, and how the final prediction is reached. A decision tree in machine learning […]

Vaishali
31 Jul, 2024 | 21 min

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