AIFLX

Library / Artificial Intelligence

10 Days: Prompt Engineering, Generative AI and Data Science

On Udemy

About this course

Welcome to the 10 Days of Prompt Engineering, Generative AI, and Data Science Course

Get hands-on with Prompt Engineering, Generative AI, and Data Science in just 10 days. I’m Diogo, and I’ve structured this course to take you from basics to advanced topics quickly. We’ll cover live sessions, hands-on labs, and real-world projects—all in 14 hours and 30 minutes of published video content. You’ll also receive lifetime updates so your learning never goes stale.

You will build a portfolio of project on topics like:

  • Prompt Engineering Fundamentals: Understand transformers, attention mechanisms, and how to structure prompts for optimal performance.
  • Generative AI Workflows: Master tools like Google Colab, Jupyter Notebook, LM Studio, and learn how to fine-tune system messages and model parameters.

OpenAI API for Text & Images: Integrate the OpenAI API into Python projects, explore parameters for better text generation, and tap into image generation (coming soon).

Machine Learning with XGBoost & Random Forest: Explore advanced ML topics, including parameter tuning, SHAP values, and real-world approaches to customer satisfaction modeling.

AI Agents with CrewAI: Dive into the next wave of AI automation (coming in Q1 2025).

COURSE BREAKDOWNIntroductionMeet your instructor, download course materials, set up your environment (Google Colab, Jupyter Notebook, RStudio).

Preview the core projects we’ll tackle.

Day 1 – Basics of Prompt Engineering

Learn about transformers, attention, and chain-of-thought prompting.

Experiment with LM Studio to practice

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