Prodramp Courses

Getting Started with ESM Metagenomic Atlas with API and Large Language Models

Explore Meta AI’s ESM Metagenomic Atlas, protein structures, amino acids, cURL API access, and a ColabFold notebook demonstration.

• YouTube
• 21 minutes
• Self-Paced
• Free Video

Advance Deep Learning Workshop for Satellite Imagery - Model Export & Production

Hands-on production workflows for deep learning on satellite imagery, including model export, debugging, activation heatmaps, prediction apps, and Hugging Face deployment.

• YouTube
• 1 hour 1 minute
• Self-Paced
• Free Video

Deep Learning Workshop for Satellite Imagery - Training & Prediction

Hands-on coding workshop for training and predicting deep learning models on satellite imagery with U-Net, custom loss functions, metrics, debugging, and visualization.

• YouTube
• 1 hour 33 minutes
• Self-Paced
• Free Video

Deep Learning Workshop for Satellite Imagery - Data Processing

Hands-on Python workshop on preparing satellite imagery by patchifying, normalizing, rendering, and labeling images for model training.

• YouTube
• 1 hour 21 minutes
• Self-Paced
• Free Video

Hands-on Coding Lab: Text Prompt UI for Stable Diffusion Models - Part 4

Build a Gradio UI that saves and retrieves Stable Diffusion prompts, styles, and images from JSON.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Hands-on Coding Lab: Text Prompt UI for Stable Diffusion Models - Part 3

Build a Python Gradio interface for Stable Diffusion with audio-to-text prompts, prompt updates, and image saving.

• YouTube
• 36 minutes
• Self-Paced
• Free Video

Creating Python Gradio UI for Stable Diffusion Models - Part 2

Build a Python Gradio interface for Stable Diffusion with prompt validation, image output, model loading, and configurable settings across UI tabs.

• YouTube
• 45 minutes
• Self-Paced
• Free Video

Your Step by Step Guide on Python Libraries Development

Develops and publishes Python libraries by implementing extensible classes, writing class-based tests, and uploading packages to PyPI.

• YouTube
• 32 minutes
• Self-Paced
• Free Video

Your Step by Step Guide on Python Libraries Development - Part 2/3

Convert a Python application into a library by organizing its project, adding tests, creating setup.py, and building and installing a wheel package.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Your Step by Step Guide on Python Libraries Development - Part 1/3

A step-by-step introduction to Python library development, contrasting libraries with applications and building an application through functions toward a final version.

• YouTube
• 25 minutes
• Self-Paced
• Free Video

How to Build Combined Interfaces and Dynamic UI for Python Application

Build a tabbed, dynamic user interface for a Python application with Gradio, coding six interface tabs and reviewing the complete source code.

• YouTube
• 54 minutes
• Self-Paced
• Free Video

Data Processing Fundamentals - Create GUI for Data Application with Gradio

Build a tabbed Gradio interface for a Python data-processing application with integrated value and category filters.

• YouTube
• 51 minutes
• Self-Paced
• Free Video

Data Processing Fundamentals - Create GUI for Data Application with Gradio

Learn to build a working Gradio GUI for a Python data application, including input components, class-based integration, and a complete interface.

• YouTube
• 31 minutes
• Self-Paced
• Free Video

Data Processing Fundamentals - Smarter Python Code With Classes

Build DatasetSelector and DatasetManager classes in Python, add methods and scikit-learn support, and load datasets while handling sample-size errors.

• YouTube
• 28 minutes
• Self-Paced
• Free Video

Data Processing Fundamentals - Writing Smarter Python Code With Classes

Refactor a Python data-processing application with classes, methods, object instantiation, and scikit-learn dataset loading.

• YouTube
• 32 minutes
• Self-Paced
• Free Video