Deepfakes and Ethics
Deep Learning
November 3, 2024
Deepfakes and Ethics
Understanding Deepfakes Deepfakes are a present-day issue due to rapid progress in computer algorithms. They showcase the capabilities of artificial…
Deep Learning in Robotics
Deep Learning
October 20, 2024
Deep Learning in Robotics
Choosing the Right Framework Selecting an appropriate deep learning framework for robotics is crucial. Performance, usability, and community support are…
Deep Learning Compute Needs
Deep Learning
October 13, 2024
Deep Learning Compute Needs
Transformer Models in NLP Transformer models like GPT-2 and BERT have significantly impacted natural language processing. These models focus on…
Deep Learning Explainability
Deep Learning
October 6, 2024
Deep Learning Explainability
Understanding Interpretability and Explainability Interpretability and explainability are key aspects of AI that enhance its comprehensibility and reliability. Interpretability focuses…
Fairness in Deep Learning
Deep Learning
September 29, 2024
Fairness in Deep Learning
Understanding Bias in Deep Learning Bias in deep learning can arise from various sources and manifest in different forms, each…
Bias in Deep Learning Models
Deep Learning
September 22, 2024
Bias in Deep Learning Models
Understanding Bias in Machine Learning Bias in machine learning refers to systematic errors in algorithms, stemming from data-driven and algorithmic…
Deep Reinforcement Learning
Deep Learning
September 15, 2024
Deep Reinforcement Learning
Reinforcement Learning (RL) combines aspects of supervised and unsupervised learning, offering a distinct approach to machine learning through environmental interactions.…
Chatbots and Deep Learning
Deep Learning
September 8, 2024
Chatbots and Deep Learning
Chatbots have evolved from simple rule-based systems to sophisticated AI-driven models, showcasing significant technological advancements in human-machine interaction. Historical Evolution…
Deep Learning Sentiment Analysis
Deep Learning
September 1, 2024
Deep Learning Sentiment Analysis
Overview of Sentiment Analysis Sentiment analysis, a branch of natural language processing, extracts subjective information from textual data. It uses…
Deep Learning and Translation
Deep Learning
August 25, 2024
Deep Learning and Translation
Neural Machine Translation (NMT) Neural Machine Translation (NMT) uses deep learning for translating text between languages. NMT relies on neural…