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Applied Generative AI and Natural Language Processing with Python
Applied Generative AI and Natural Language Processing with Python

Applied Generative AI and Natural Language Processing with Python: Master the Dynamics of NLP with Advanced Techniques and Real-World Applications

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Profile Icon Gollnick Profile Icon Bert Gollnick
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₹800 per month
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3 (1 Ratings)
Video Apr 2024 9hrs 20mins 1st Edition
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₹8192.99
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Renews at ₹800p/m
Arrow left icon
Profile Icon Gollnick Profile Icon Bert Gollnick
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₹800 per month
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3 (1 Ratings)
Video Apr 2024 9hrs 20mins 1st Edition
Video
₹8192.99
Subscription
Free Trial
Renews at ₹800p/m
Video
₹8192.99
Subscription
Free Trial
Renews at ₹800p/m

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Key benefits

  • Comprehensive coverage from basic to advanced NLP techniques.
  • In-depth exploration of modern machine learning frameworks.
  • Application of theory to real-world scenarios in a structured learning path.

Description

Delve into the expansive field of Natural Language Processing (NLP) through a structured journey that starts with the basics and advances to complex real-world applications. Begin by setting up your development environment, understanding essential tools, and getting familiar with the course resources. As you progress, you will explore foundational NLP techniques like text classification and sentiment analysis, and learn to manipulate and analyze text data effectively. The course emphasizes practical application, guiding you through the creation and management of vector databases, and the implementation of state-of-the-art models like Huggingface's Transformers. The curriculum includes detailed sections on innovative NLP strategies such as prompt engineering and chain-of-thought reasoning, equipping you with the skills to tackle advanced problems in text processing. Each concept is broken down into comprehensible modules, ensuring you can build and fine-tune machine learning models that enhance the capabilities of NLP applications. By the end of this course, you'll have mastered the tools and techniques to not only execute complex NLP tasks but also to implement these solutions effectively in your professional projects, contributing to your growth as a data-driven decision-maker in the tech industry.

Who is this book for?

This course is designed for individuals who have a basic understanding of Python programming and are looking to deepen their knowledge in NLP and AI. Ideal for technical professionals aiming to apply machine learning models to text data and develop AI-driven applications.

What you will learn

  • Set up an NLP-ready environment with necessary tools and libraries.
  • Utilize Huggingface's Transformers for state-of-the-art text processing.
  • Develop proficiency in managing and querying vector databases.
  • Fine-tune and deploy machine learning models for custom NLP tasks.
  • Apply pre-trained models for text classification, entity recognition, and more.
  • Master advanced NLP techniques like prompt engineering and chain-of-thought prompts.

Product Details

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Publication date, Length, Edition, Language, ISBN-13
Last updated date : Apr 30, 2024
Publication date : Apr 25, 2024
Length: 9hrs 20mins
Edition : 1st
Language : English
ISBN-13 : 9781836206330
Category :
Languages :
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Product Details

Last updated date : Apr 30, 2024
Publication date : Apr 25, 2024
Length: 9hrs 20mins
Edition : 1st
Language : English
ISBN-13 : 9781836206330
Category :
Languages :
Tools :

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Table of Contents

14 Chapters
Course-Introduction Chevron down icon Chevron up icon
NLP-Introduction Chevron down icon Chevron up icon
Apply Huggingface for Pre-Trained Models Chevron down icon Chevron up icon
Model Finetuning Chevron down icon Chevron up icon
Vector Databases Chevron down icon Chevron up icon
OpenAI API Chevron down icon Chevron up icon
Prompt Engineering Chevron down icon Chevron up icon
Advanced Prompt Engineering Chevron down icon Chevron up icon
Retrieval-Augmented Generation (RAG) Chevron down icon Chevron up icon
Capstone Project "Chatbot" Chevron down icon Chevron up icon
Open Source LLMs Chevron down icon Chevron up icon
Data Augmentation Chevron down icon Chevron up icon
Miscellaneous Chevron down icon Chevron up icon
Final Section Chevron down icon Chevron up icon

Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3
(1 Ratings)
5 star 0%
4 star 0%
3 star 100%
2 star 0%
1 star 0%
Josephine May 02, 2024
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3
The author appears to be very knowledgeable, but this is not for beginners and it is hard to follow.
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