Prodramp Courses

Prompt Engineering - Understanding Large Language Models with ChatGPT

Explore large language models and ChatGPT through prompt engineering. Learn about transformer architecture, text embedding, self-attention, and key deep learning methods with practical Python examples.

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

ChatGPT on Test Drive Teaching How to Learn Rust

Explore how ChatGPT assists in learning Rust programming, covering key concepts and practical examples through a series of guided questions and answers.

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

Python Workshop with Face Detection, Mesh & Orientations with Hugging Face Deployment

Build a Python web app for face analysis using Gradio UI, including face detection, mesh, and orientation. Learn to process webcam input and deploy to Hugging Face Space.

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

No-Code and Full-Code Data Analytics with GigaSheet and Pandas - Side-by-Side

Hands-on workshop comparing no-code (GigaSheet) and full-code (Pandas) data analytics solutions, covering data upload, filtering, aggregation, updating, grouping, and exporting.

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

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

Introduction to Meta AI's ESM Metagenomic Atlas, exploring protein structures and their importance. Covers API usage, large language models, and practical demonstrations using various tools and resources.

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

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

Hands-on workshop on advanced deep learning techniques for satellite imagery, covering remote debugging, model deployment, activation heatmaps, and custom predictions using TensorFlow and Keras.

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

Deep Learning Workshop for Satellite Imagery - Training & Prediction

Hands-on deep learning workshop for satellite imagery, covering model training, debugging, prediction, and advanced techniques like custom metrics, heatmaps, and model deployment.

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

Deep Learning Workshop for Satellite Imagery - Data Processing

Hands-on workshop on data processing for satellite imagery, covering fundamentals, Python processing, image manipulation, and preparation of training data for deep learning applications.

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

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

Learn to save and retrieve prompts and images for Stable Diffusion models using Gradio. Implement a UI with dropdown lists, JSON storage, and duplication prevention for efficient prompt management.

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

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

Learn to create a Python Gradio UI for Stable Diffusion models, including audio-to-text prompts, prompt updates, and image saving functionality in this hands-on coding tutorial.

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

Creating Python Gradio UI for Stable Diffusion Models - Part 2

Learn to create a Python Gradio UI for Stable Diffusion models, covering UI design, prompt validation, tab creation, and integration of various functionalities in this hands-on coding tutorial.

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

Your Step by Step Guide on Python Libraries Development

Comprehensive guide on advanced Python library development, covering class implementation, package creation, and PyPi upload using practical examples and step-by-step instructions.

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

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

Step-by-step guide on converting a Python application to a library, covering folder structure, project setup, testing, packaging, and installation using wheel format.

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

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

Step-by-step guide on developing Python libraries, covering introduction, application conversion, and advanced concepts. Learn to create reusable code modules for efficient programming.

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

How to Build Combined Interfaces and Dynamic UI for Python Application

Learn to create dynamic user interfaces for Python applications using Gradio, with step-by-step guidance on building tabbed interfaces and practical coding examples.

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