Public AI Tutorials

Explore the possibilities of developing on the Intel® Tiber™ Developer Cloud with our AI tutorials.

Our curated list focuses on public tutorials that can be run on the Intel® Tiber™ Developer Cloud.

Learn from our Developers

• Experiment with Stable Diffusion models for generative AI

• Learn NumPy* universal functions for faster iteration

• Use machine learning operations (MLOps) to productionize the lifecycle

Retrieval Augmented Generation (RAG) Inference Engines with LangChain on CPUs

Test drive building a RAG-based application designed for scalable inference on production-scale LLM deployments.

Retrieval Augmented Generation (RAG) Inference Engines

GenAI Essentials - Part 1

Large Language Models inference on Intel® Max Series GPU with Camel 5B and Open LLaMa 3B v2

GenAI Essentials - Part 1

GenAI Essentials - Part 2

Text-to-Image Stable Diffusion with Stability AI, CompVis on Intel® Max Series GPU

GenAI Essentials - Part 2

GenAI - Inference with Falcon-7B, Zephyr-7B

Inference on Intel® Max Series GPU with Falcon-7B and Zephyr-7B on the Intel® Tiber™ Developer Cloud

Evolving Perspectives on Operational AI

AI in day-to-day customer experiences and business processes with MLOps and AI optimization.

Evolving Perspectives on Operational AI

Accelerate Numerical Calculations in NumPy* powered by Intel oneAPI

Streamline and simplify Python iterative loops for improved readability and acceleration using Intel® oneAPI Math Kernel Library.

Evolving Perspectives on Operational AI

Introduction to NumPy* Universal functions

Explore how NumPy Universal Functions are accelerated via vectorization for math operations.

Loop Replacement Strategies: Applications to Pandas Apply

Apply NumPy select tricks to accelerate a Pandas Apply statement hindered by conditional logic.

Forest Fire Prediction

Using Intel® Extension for PyTorch*, apply fine-tuning to predict fores fires and generate satellite images using stable diffusion.

Monocular depth estimation with the MiDaS framework

Did you know there’s a tool to compare relative distances in an image? It has application for autonomous driving, photo editing, robotics, and generative AI. Learn more by applying monocular depth estimation (DPT).