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 260

Machine Learning Analytics Data Science 260

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 228

Modeling Optimization Analytics IT 228

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 228

Machine Learning Modeling Management Analytics 228

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 216

Modeling Analytics IT 216

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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