Couverture de Large Language Models Essentials: Techniques, Tools, and Applications

Large Language Models Essentials: Techniques, Tools, and Applications

Large Language Models Essentials: Techniques, Tools, and Applications

De : Anand V
Écouter gratuitement

À propos de cette écoute

Comprehensive guide to large language models (LLMs), artificial intelligence systems designed to understand and manipulate human language. It covers the history and evolution of LLMs, including key concepts like the Transformer architecture and attention mechanisms. The document then explores popular LLM models, such as GPT-3 and BERT, along with their use cases and applications in various industries, including business, finance, marketing, entertainment, and healthcare. The text further details the training process for LLMs, including data collection, preprocessing, and optimization techniqueAnand V
Les membres Amazon Prime bénéficient automatiquement de 2 livres audio offerts chez Audible.

Vous êtes membre Amazon Prime ?

Bénéficiez automatiquement de 2 livres audio offerts.
Bonne écoute !
    Épisodes
    • Large Language Models Essentials: Techniques, Tools, and Applications
      Oct 18 2024

      Comprehensive guide to large language models (LLMs), artificial intelligence systems designed to understand and manipulate human language. It covers the history and evolution of LLMs, including key concepts like the Transformer architecture and attention mechanisms. The document then explores popular LLM models, such as GPT-3 and BERT, along with their use cases and applications in various industries, including business, finance, marketing, entertainment, and healthcare. The text further details the training process for LLMs, including data collection, preprocessing, and optimization techniques. It also addresses ethical and societal impacts, including bias mitigation, fairness, and responsible AI development. Finally, the guide provides practical implementation steps, including setting up a development environment, building and training a simple LLM, and fine-tuning pretrained models.

      Afficher plus Afficher moins
      11 min

    Ce que les auditeurs disent de Large Language Models Essentials: Techniques, Tools, and Applications

    Moyenne des évaluations utilisateurs. Seuls les utilisateurs ayant écouté le titre peuvent laisser une évaluation.

    Commentaires - Veuillez sélectionner les onglets ci-dessous pour changer la provenance des commentaires.

    Il n'y a pas encore de critique disponible pour ce titre.