BunksAllowed: Machine Learning

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Showing posts with label Machine Learning. Show all posts

Showing posts with label Machine Learning. Show all posts

Low-Code AI: Building Intelligent Systems Without Coding Expertise

BunksAllowed October 22, 2025 0

Artificial Intelligence (AI) has become a core part of modern technology, powering applications from chatbots and recommendation system...

By BunksAllowed on October 22, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Explainable AI (XAI): Making Machine Learning Models Transparent

BunksAllowed October 21, 2025 0

Artificial Intelligence (AI) is everywhere — from loan approvals and medical diagnoses to recommendation systems and autonomous vehicles...

By BunksAllowed on October 21, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

The Rise of TinyML: Machine Learning on Microcontrollers

BunksAllowed October 14, 2025 0

The Rise of TinyML: Machine Learning on Microcontrollers Machine Learning (ML) is no longer limited to large servers or cloud data cen...

By BunksAllowed on October 14, 2025 No comments:

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Labels: Machine Learning, Technology

API Integration and Development: Utilizing APIs from providers like OpenAI, Google, and others to build applications.

BunksAllowed September 17, 2025 0

Utilizing APIs from Providers Like OpenAI, Google, and Others to Build Applications This tutorial explains how to connect your ...

By BunksAllowed on September 17, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Introduction to Embeddings and Vector Databases: Understanding how data is represented and retrieved in Generative AI systems

BunksAllowed September 17, 2025 0

Understanding How Data Is Represented and Retrieved in Generative AI Systems Welcome to this lesson where we uncover how Generativ...

By BunksAllowed on September 17, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Retrieval-Augmented Generation (RAG): Enhancing model responses by incorporating external knowledge sources

BunksAllowed September 16, 2025 0

Enhancing Model Responses by Incorporating External Knowledge Sources Welcome to this lesson where we explore Retrieval-Augmented ...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Fine-Tuning Pre-trained Models: Adapting large models to specific tasks and datasets

BunksAllowed September 16, 2025 0

Adapting Large Models to Specific Tasks and Datasets Welcome to this lesson on fine-tuning, an essential technique for customizing ...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

The Art of Prompt Engineering: Techniques for crafting effective prompts to elicit desired outputs from generative models

BunksAllowed September 16, 2025 0

Techniques for Crafting Effective Prompts to Elicit Desired Outputs from Generative Models Welcome to this practical lesson where y...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM): Foundational models for sequence data generation

BunksAllowed September 16, 2025 0

Foundational Models for Sequence Data Generation Welcome to this lesson where you will learn about Recurrent Neural Networks (RNNs)...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Diffusion Models: A deep dive into the process of adding and removing noise to generate high-fidelity images

BunksAllowed September 16, 2025 0

A Deep Dive into the Process of Adding and Removing Noise to Generate High-Fidelity Images Welcome to this lesson where we explore ...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Transformer Models and the Attention Mechanism: The architecture that revolutionized natural language processing and is a cornerstone of modern LLMs

BunksAllowed September 16, 2025 0

The Architecture That Revolutionized Natural Language Processing and Is a Cornerstone of Modern LLMs Welcome to this key lesson whe...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Variational Autoencoders (VAEs): Understanding how these models learn latent representations of data to generate new samples

BunksAllowed September 16, 2025 0

Understanding How These Models Learn Latent Representations of Data to Generate New Samples Welcome to this lesson where you will ...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Generative Adversarial Networks (GANs): Exploring the duo of a generator and a discriminator for creating realistic data

BunksAllowed September 16, 2025 0

Exploring the Duo of a Generator and a Discriminator for Creating Realistic Data Welcome to this lesson where we uncover one of...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Ethical Considerations and Responsible AI: An early introduction to the societal impacts, biases, and safety measures in Generative AI

BunksAllowed September 16, 2025 0

An Early Introduction to Societal Impacts, Biases, and Safety Measures in Generative AI Welcome to an important lesson on the...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Introduction to Large Language Models (LLMs): Understanding the technology that powers models like GPT

BunksAllowed September 16, 2025 0

Understanding the Technology That Powers Models Like GPT Welcome to this lesson on Large Language Models, or LLMs for short. These ...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Core Concepts: Neural Networks and Deep Learning: The fundamental building blocks of modern Generative AI

BunksAllowed September 16, 2025 0

The Fundamental Building Blocks of Modern Generative AI Welcome! In this lesson, we will explore the essential concepts behind neur...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

A Brief History of Generative Models: From early statistical models to the advent of neural networks

BunksAllowed September 16, 2025 0

Generative models have a rich history that reflects the evolution of artificial intelligence itself. Today, let's travel through tim...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Introduction to Artificial Intelligence and Machine Learning

BunksAllowed September 16, 2025 0

Welcome to the first lesson in your journey into the exciting world of Artificial Intelligence and Machine Learning! Today, w...

By BunksAllowed on September 16, 2025 No comments:

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Labels: Artificial Intelligence, Machine Learning, Technology

Machine Learning Technique -> Naive Bayes

BunksAllowed October 14, 2024 0

In the context of spam filtering the actual text of the e-mail x corresponds to the test and the label y is equivalent to the diagnos...

By BunksAllowed on October 14, 2024 No comments:

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Labels: Machine Learning, Technology

Classification of Machine Learning Techniques

BunksAllowed September 30, 2023 0

Machine learning techniques can be broadly classified into three main categories: supervised learning, unsupervised learning, and...

By BunksAllowed on September 30, 2023 No comments:

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Labels: Machine Learning, Technology

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The IoT World Forum (IoTWF) Standardized Architecture

In 2014, the IoTWF architectural committee published a seven-layer IoT architectural reference model , which offers a simplified p...
A Simplified IoT Architecture & The Core IoT Functional Stack

The framework is presented as two parallel stacks: the IoT Data Management and Compute Stack and the Core IoT Fu...
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