Analytics Vidhya

AUGUST 26, 2023

In the rapidly evolving world of machine learning and artificial intelligence, staying updated with modern developments and insights is important for professionals and enthusiasts. Podcasts offer a convenient and accessible avenue to enrich your knowledge and glean expert perspectives. Discover the crème de la crème of machine learning and AI podcasts as we present the […] The post Top 8 AI Podcasts to Add to Your Listening Playlist appeared first on Analytics Vidhya.

Machine Learning 271

Machine Learning Analytics Data Science 271

Analytics Vidhya

AUGUST 26, 2023

Overview As we delve deeper into the world of Parameter-Efficient Fine-Tuning (PEFT), it becomes essential to understand the driving forces and methodologies behind this transformative approach. In this article, we will explore how PEFT methods optimize the adaptation of Large Language Models (LLMs) to specific tasks. We will unravel the advantages and disadvantages of PEFT, […] The post Parameter-Efficient Fine-Tuning of Large Language Models with LoRA and QLoRA appeared first on Analytic

Modeling 269

Modeling Optimization Analytics IT 269

Analytics Vidhya

AUGUST 26, 2023

Incremental learning represents a dynamic approach in academia, fostering gradual and consistent knowledge assimilation. Unlike conventional methods that inundate learners with vast information, incremental learning dissects intricate subjects into manageable fragments. In machine learning, the incremental approach trains AI models to absorb new knowledge progressively.

Machine Learning 269

Machine Learning Modeling Management Analytics 269

Analytics Vidhya

AUGUST 26, 2023

Introduction Transformers were initially created to change the text from one language into another. BERT greatly impacted how we study and work with human language. It improved the part of the original transformer model that understands the text. Creating BERT embeddings is especially good at grasping sentences with complex meanings. It does this by examining […] The post Creating BERT Embeddings with Hugging Face Transformers appeared first on Analytics Vidhya.

Modeling 266

Modeling Analytics IT 266

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

Management