Udemy – The Complete NLP & GPT-4 Course: Real-World Python Projects 2024-11

The Complete NLP & GPT-4 Course: Real-World Python Projects. This course is designed for beginners who want to understand and apply the latest AI technologies to real-world scenarios. You’ll engage in hands-on, engaging projects using advanced models like GPT-4. The course covers everything from creative storytelling to financial analysis. Throughout the course, you’ll work through practical examples—from setting up Google Colab and learning the basics of Python to developing advanced AI-powered applications. You’ll earn valuable badges for key skills and a course-ending certificate to boost your resume, preparing you to face real-world challenges in machine learning and NLP.

What you will learn

• Use OpenAI API and GPT-4 with Python to create a recipe generator
• Create an interactive storytelling application with GPT-4 using the OpenAI API with Python. Understanding How GPT Works: Applying the Mathematics of Self-Attention
• Create personalized marketing campaigns with Python and GPT-4
• Calculate the financial risk of investing in companies like Tesla, NIO by analyzing market sentiment with news data. Apply NER and SpaCy models
• Scan a website for data collection and create your own book review dataset using Beautiful Soup
• Custom chatbot for online bookstore using OpenAI API and GPT-4. Train your chatbot with data extracted from your previous project
• Plan a journey to learn RAG++ and LLM integration with Python
• Netflix recommendation system
• Using Spacy in functional entity name recognition, using Python in Google Colab
• Get authentic badges on LinkedIn to demonstrate skills in Python, NLP, Sentiment Analysis, GPT, Transformers, Hugging Face
• Learn how to create personalized marketing content using Python and GPT-4, creating tailored messages that resonate with different customer personas for campaigns
• Learn the logic and mathematical formulas behind GPT
• Master NLP principles and advanced transformer models like GPT-4 to power real-world AI solutions
• Use OpenAI API to create interactive chatbots and produce engaging content
• Libraries: Hugging Face, NLTK, SpaCy, Keras, Sci-kit Learn, Tensorflow, Pytorch
• Deep Learning: Neural Networks, RNN, LSTM Theoretical and Practical Projects
• Similarity and Cosine Vectors
• A Python Guide for Beginners Chapter – Learn Python basics like: What is a function, what is a library
• No tedious Anaconda or Jupyter installation: use modern Google Colab cloud-based notebooks to use Python
• Linguistic foundations to help you learn NLP concepts
• Use Matplotlib to output a visual chart to show the financial risk of investing in companies.

Who is this course suitable for?

• Anyone interested in exploring the world of NLP and generative AI – this course is great 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 use NLP to analyze customer sentiment, create customized marketing content, and improve decision-making. It can help with interviews and 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 introductory course will help you get up to speed with confidence.