The Complete NLP & GPT-4 Course: Real-World Python Projects

Accredited Badges in Prompt Eng, GPT, RAG++, NLP and more. Subtitles: English, Spanish, Hindi, Mandarin, French, Arabic

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Description

Master NLP with GPT-4: Practical Projects for Beginners

Step into the exciting world of Natural Language Processing (NLP) with Master NLP with GPT-4! This course is designed for beginners who want to understand and apply the latest AI technologies in real-world scenarios. You will explore hands-on projects, using cutting-edge models like GPT-4, in practical, engaging ways. From creative storytelling to financial analysis, this course covers it all.

Closed Captions:

All lectures have the Subtitle options:

English

Mandarin

Spanish

French

Hindi

Arabic

Badges:

You will earn accredited badges for key skills that you can showcase on LinkedIn.

What You Will Learn:

Understand the fundamentals of NLP, including key concepts like tokenization, embeddings, and attention mechanisms.

Gain a deep understanding of transformer models and explore the math behind GPT, including attention, gradient loss, and Markov Models.

Learn how to use OpenAI's API in hands-on projects such as a Creative Recipe Generator and a Custom Chatbot for Small Businesses.

Master tools like SpaCy for Named Entity Recognition (NER) and explore sentiment analysis using News API to perform financial risk analysis.

Develop a Custom Marketing Content Generator using GPT-4 to target specific audiences with engaging messaging.

Hands-On Projects:

Create an interactive, AI-powered storytelling experience.

Build a practical chatbot using data from the Bookstoscrape website.

Perform financial risk analysis using sentiment analysis on news articles.

Develop a fact-checking tool using Retrieval-Augmented Generation (RAG++).

Generate customized marketing content for small businesses.

Dive into transformer architecture and concepts like self-attention using creative analogies and projects.

Throughout this course, you'll work through practical examples—from setting up Google Colab and learning Python basics to developing advanced AI-driven applications. You'll earn accredited badges for key skills and a completion certificate to boost your portfolio, making you ready to take on real-world challenges in machine learning and NLP.

Enroll today to embark on a rewarding journey, add hands-on AI projects to your portfolio, and step confidently into the ever-growing field of NLP and machine learning!

Who this course is for:

Anyone interested in exploring the world of NLP and Generative AI – This course is perfect for those curious about how language models like GPT-4 work and how they can be applied in the real world.
Business professionals and marketers – Learn to leverage NLP for analyzing customer sentiment, generating custom marketing content, and improving decision-making. Can help at interviews & job promotions.
Beginners in Python or Data Science – If you’re planning to take an advanced NLP or data science course but feel intimidated, this foundational course will help you confidently catch up.
Global Audience as Captions/subtitles include English, Mandarin, Spanish, French, Hindi, Arabic