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

• All lectures have Subtitle options: English, Mandarin, Spanish, French, Hindi, Arabic
• Project: Make A Recipe Generator As you Learn to Get, Install and Use OpenAI’s API & GPT-4 with Python
• Project : Create An Interactive Storyteller Application With GPT-4, using OpenAI API with Python. Understand How GPT Works: Apply The Math of Self-Attention
• Project: Create Personalized Marketing Campaigns with Python and GPT-4
• Project : Calculate Financial Risk for investing in companies like Tesla, NIO, by analyzing market sentiment with news data. Apply NER and SpaCY Models
• Project: Scrape A Website Using Beautiful Soup To Gather Data And Create Your Own Dataset of Book Reviews
• Project: Custom Chatbot For Online Bookstore Using OpenAI API and GPT-4. Train your chatbot on the scraped data that you obtained from the project before
• Project: Make A Travel Itinerary to learn about RAG++ & LLM integration, with Python
• Project: Netflix Recommendation System
• Project: Use Spacy In A Name Entity Recognition Practical, Using Python in Google Colab
• Get Accredited Badges To Use on LinkedIn To Showcase Skills In Python, NLP, Sentiment Analysis, GPT, Transformers, Hugging Face
• Learn to craft personalized marketing content using Python and GPT-4, creating tailored messages that resonate with different customer personas for campaigns
• Learn The Logic & Math Formulas Behind GPT
• Master NLP fundamentals and advanced transformer models like GPT-4 to power real-world AI solutions.
• Use OpenAI API to create interactive chatbots and generate engaging content.
• Libraries: Hugging Face, NLTK, SpaCy, Keras, Sci-kit Learn, Tensorflow, Pytorch
• Deep Learning: Neural Networks, RNN, LSTM Theory & Practical Projects
• Cosine-Similarity & Vectors
• A Python Guide Chapter For Beginners – Learn Python Fundamental Basics like: what is a Function, a Library
• No Tedious Anaconda or Jupyter Installs: Use Modern Google Colab Cloud-Based Notebooks for using Python
• Linguistics Foundation To Help Learn NLP Concepts
• Use Matplotlib to Output A Visual Graph To Illustrate Financial Risk of Investing In Companies

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