researchguy is a personal endeavor to stay abreast of the latest and past developments in technology across Machine Learning (ML) and Artificial Intelligence (AI). I am indebted to some really meaningful content encompassing ML and AI across the internet – THE BATCH @ DeepLearning.AI, AlphaSignal, and Papers With Code, to name a few, that help shape the blogs. A part of the blogs do reflect my own thoughts about the topics being blogged.
-
Bengali-to-English Translation using Neural Machine Translation with Attention
ML and AI Blogs | Issue# 5 [September 20, 2024] What? This tutorial demonstrates how to create and use a sequence-to-sequence (seq2seq) model for Neural Machine Translation (NMT), precisely, Bengali-to-English text translation. The work is based on TensorFlow’s tutorial on “Neural machine translation with attention” that shows how to use seq2seq models for Spanish-to-English text translation. We…
-
Google Strengthens Commitment Towards Responsible AI Development With Gemma 2
AI Ecosystem Updates | Issue# 6 [September 02, 2024] What? Gemma 2, launched by Google in June 2024, are best-in-class open models that were made available in two model sizes: 27 billion (27B) and 9 billion (9B) parameters. The 27B model has quickly gained recognition for its exceptional performance, ranking among the top models on…
-
Twitter Sentiment Classification with Recurrent Neural Networks using TensorFlow
ML and AI Blogs | Issue# 4 [August 24, 2024] There are multiple applications of Natural Language Processing (NLP) – the field that uses ML and AI to process and utilize language data and text. Applications include information retrieval, machine translation, language modeling, sentiment analysis, text summarization, chatbots, question-answering systems, and more. This blog will…