Assignments
Name: Simple and Controllable Music Generation{MusicGen} by Meta
Type: Medium
Music has always been an integral part of human life, and with the advancement of technology, we have seen an increase in the use of artificial intelligence (AI) in music generation. However, generating high-quality music that is both simple and controllable has been a challenge.
Posted Date: 14-September-2023 | Tags: Meta, Musicgen, Music Generation, AI, Deep Learning
Name: Collaborative Learning for Improved AI: A Friendly Introduction to Federated Learning
Type: Medium
Federated learning is a way to train AI models without anyone seeing or touching your data, offering a way to unlock information to feed new AI applications- IBM
Posted Date: 12-September-2023 | Tags: Federated Learning, Collaborative Learning, Deep Learning, Machine Learning, Pysyft
Name: AI Hallucination: Understanding the Challenges and Strategies for Overcoming Them
Type: Medium
Artificial Intelligence (AI) has made remarkable advancements in recent years, revolutionizing industries with its applications. However, one prominent challenge that has emerged is AI hallucination. This phenomenon refers to instances where AI models generate outputs that deviate from reality or exhibit unrealistic information. In this blog post, we delve deeper into the concept of AI hallucinati
Posted Date: 12-September-2023 | Tags: AI, Ai Hallucination, Data Science, Machine Learning, Deep Learning
Name: Boosting Your NLP Model’s Accuracy with Prompt Engineering: A Beginner’s Guide
Type: Medium
Have you ever heard of prompt engineering? It’s a technique that has become increasingly popular in the field of natural language processing (NLP) in recent years. Simply put, prompt engineering involves crafting prompts or starting sentences that guide a language model towards producing the desired output.
Posted Date: 12-September-2023 | Tags: NLP, Prompt Engineering, Boosting, Modeling, Accuracy And Precision
Name: Name: Boosting Your NLP Model’s Accuracy with Prompt Engineering: A Beginner’s Guide
Type: Medium
To understand prompt engineering better, let’s consider an example. Imagine you have a language model you want to use to generate summaries of news articles. Without prompting, the model might generate summaries that are not very informative or accurate. However, by using carefully crafted prompts, you can guide the model towards generating more useful summaries.
Posted Date: 12-September-2023 | Tags: Accuracy And Precision, NLP, Prompt Engineering, Boosting, Modeling
Name: MongoDB Alchemist: Chapter #01 — Gentle Introduction
Type: Medium
Welcome to the first chapter of the “MongoDB Alchemist” series, where we embark on a journey to explore the magical world of MongoDB. In this instalment, we’ll set the stage by introducing MongoDB and uncovering its significance across various domains and job roles, from Data Scientists to Data Engineers and Data Analysts.
Posted Date: 11-September-2023 | Tags: Mongodb, Introduction, Roles, Database, Data
Name: Ensemble Learning — Combining Models for Better Predictions
Type: Medium
In this blog, I aim to provide you with comprehensive insights into Ensemble Learning and help you gain a deeper understanding of its underlying concepts.