Recommended prerequisite: Certified Python Professional (C|PP™)

Modules

Days

55+

Hours

∞

Cert Validity

Module 1

Introduction to OpenAI & GPT

Understand what OpenAI, GPT-3.5, GPT-4, and ChatGPT are — how they work, why they're different, and what they can do.

What is OpenAI? GPT-3.5/4o/5.2 Architecture How GPT Works What is ChatGPT? ChatGPT Features

You understand how language models work and what makes GPT unique

Module 2

Python & Libraries Setup

Set up Python for AI development — install libraries, configure your IDE, connect to the OpenAI API, and build your first chatbot.

Python for AI AI Libraries IDE Configuration OpenAI API Setup First Chatbot Connection

You can connect Python to the OpenAI API and build a working chatbot

Modules 3a & 3b

GPT-3.5/4o/5.2 Text Generation

Generate text with style, genre, and purpose — train and fine-tune GPT models, optimise output, and work with GPT-4 specifically.

Text Generation Overview Style & Genre Generation Training GPT-3/4o/5.2 Fine-Tuning Examples Optimisation Strategies Working with GPT-4

You can generate, train, and fine-tune text output with GPT models

Modules 4a & 4b

Prompt Engineering

Master prompt design — from basic to advanced techniques in both GPT-3.5/4 and ChatGPT, including optimisation and multi-model combinations.

Prompt Engineering in GPT-3.5/4o/5.2 Prompt Engineering in ChatGPT Advanced Prompt Techniques Optimisation Strategies Combining Multiple Models

You can write effective prompts that control structure, tone, and output quality

Module 5

Building Custom Language Models

Go deeper into model architecture — understand the GPT training process, build custom models, and optimise training datasets.

GPT-3.5/4o/5.2 Architecture Training Process Custom Model Training Dataset Selection & Optimisation

You can build and train custom language models with optimised datasets

Module 6

Ethics with GPT-3.5/4o/5.2

Understand ethical concerns, potential biases, and strategies for responsible AI application development.

Ethical Concerns in AI Potential Biases Ethical Implications Addressing Ethical Concerns

You can identify and address ethical risks in GPT-powered applications

Module 7

Future of AI

Explore current and emerging trends, future applications, and how to stay relevant as AI and NLP evolve.

Current Trends Emerging Research Future AI Applications Remaining Relevant AI & NLP Landscape

You understand where AI is heading and how to stay ahead

Module 8

Deploying GPT-3.5/4o/5.2 in Production

Take models live — deployment options, web and API integration, performance optimisation, and scalability planning.

Deployment Options Web & API Models Performance Optimisation Scalability

You can deploy GPT models to web and API production environments

Module 9

Using GPT-3.5/4o/5.2 for Data Analysis

Apply language models to data analysis — natural language queries, selecting analysis tasks, and optimising GPT for data workflows.

Natural Language Data Analysis Selecting Analysis Tasks Optimising GPT for Data

You can use GPT to analyse and interpret data with natural language

M10

Modules 10a & 10b

Creating Interactive GPT Applications

Build real interactive tools — text-generation apps, interactive stories, games, and engaging user-facing applications.

Interactive Text Generation Building Interactive Stories Building Interactive Games Designing Engaging Apps

You can build real interactive Python applications powered by GPT

M11

Module 11

NLP, ChatGPT & GPT-3.5/4o/5.2

Bridge into NLP — understand NLP concepts, combine techniques with Python, and see how GPT-4o/5.2 advances the field.

What is NLP? NLP Characteristics NLP with Python Combining NLP Techniques ChatGPT & GPT-4o/5.2 Features

You are ready to move into applied AI and machine learning

Course Completion

Generative Python Text Prompting Professional

You can use Python to control and apply language models in real workflows
You can build, deploy, and optimise GPT-powered applications
You are ready to move into applied AI and machine learning

Duration

5 Days

Content

55+ Hours

Certificate

For Life