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Deep-Learning

93 posts

Last Updated: 30 May 2024

The Cora dataset stands as a fundamental resource in the field of graph machine learning, widely utilized for the development and benchmarking of various algorithms. Compr...read more

Machine Learning

Data Science Blogathon 2024

What are Convolution Layers?

Last Updated: 11 June 2024

Convolution layers are fundamental components of convolutional neural networks (CNNs), which have revolutionized the field of computer vision and image processing. These l...read more

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Machine Learning

Data Science Blogathon 2024

Generative Models in AI: A Comprehensive Comparison of GANs and VAEs

Last Updated: 28 May 2024

The world of artificial intelligence has witnessed a significant surge in the development of generative models, which have revolutionized the way we approach tasks like im...read more

Data Science Blogathon 2024

Feedforward Neural Network

Last Updated: 19 March 2025

Feedforward Neural Network (FNN)is a type of artificial neural network in which information flows in a single direction—from the input layer through hidden layers to the o...read more

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Data Science Blogathon 2024

Best Deep Learning Courses Online with Certificates

Last Updated: 05 July 2024

As the world becomes more technologically advanced, deep learning is playing a huge role in shaping the future. If you're interested in this exciting field, finding the be...read more

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Integrating Deep Learning model With Django

Last Updated: 25 September 2024

In this project, we will be integrating a deep learning model with the Django framework. This deep learning model converts greyscale images to colorful images. We will sto...read more

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NVIDIA Training and Certifications

Last Updated: 27 November 2024

When it comes to pushing the boundaries of AI and Deep Learning, NVIDIA stands at the forefront. Their comprehensive training and learning paths cater to both beginners an...read more

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Artificial Intelligence

Artificial-intelligence

How to implement cost-sensitive learning in decision trees?

Last Updated: 25 November 2024

Decision trees are tools for classification, but they can struggle with imbalanced datasets where one class significantly outnumbers the other. Cost-sensitive learning is ...read more

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Machine Learning

Fine - Grained Image Classification

Last Updated: 19 June 2025

Traditional image classification divides images into generic classes (e.g., cats vs. dogs). On the other hand, fine-grained image classification (FGIC) tries to identify i...read more

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AI-ML-DS With Python

Deep Learning for Finance: A comprehensive guide

Last Updated: 06 June 2025

Deep learning is transforming the financial industry by enabling institutions to analyze massive, complex datasets, predict market trends, and manage risk with remarkable ...read more

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AI-ML-DS With Python

TensorFlow Playground : A walkthrough

Last Updated: 09 June 2025

TensorFlow Playground is an interactive web tool that lets users explore neural networks visually. It offers a hands-on interface to adjust neurons, layers, activation fun...read more

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AI-ML-DS With Python

Fine-Tuning using LoRA and QLoRA

Last Updated: 20 June 2025

Fine tuning updates all the parameters of a pre-trained model to adapt it for a specific task, offering high accuracy but requiring significant computational resources and...read more

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AI-ML-DS With Python

Last Updated: 30 June 2025

PixelRNN is a deep generative model designed for image generation, particularly pixel-by-pixel modeling of images. The model uses Recurrent Neural Networks, a Deep Learnin...read more

Behavioral Cloning in Reinforcement Learning

Last Updated: 26 June 2025

Behavioral Cloning (BC) is a core imitation learning technique in which an agent learns to perform a task by directly imitating expert behavior. Instead of learning throug...read more

Artificial Intelligence

Inverse Reinforcement Learning

Last Updated: 26 June 2025

In traditional reinforcement learning (RL), an agent learns apolicy(behavior strategy) by maximizing aknown reward function. Inverse Reinforcement Learning reverses this i...read more

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Artificial Intelligence