Prodramp Courses

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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• 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
• On-Demand
• Free Video

Data Processing Fundamentals - Create GUI for Data Application with Gradio

Learn to create a GUI for data applications using Gradio, covering combined interfaces, tabbed layouts, validation, and integrating filters for enhanced data processing and visualization.

• YouTube
• 51 minutes
• On-Demand
• Free Video

Data Processing Fundamentals - Create GUI for Data Application with Gradio

Learn to create a dynamic GUI for data applications using Gradio, covering installation, input components, integration with data processing, and class-based implementation.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Data Processing Fundamentals - Smarter Python Code With Classes

Learn to write smarter Python code using classes for efficient data processing, including DatasetSelector and DatasetManager implementation with Scikit-learn integration.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Data Processing Fundamentals - Writing Smarter Python Code With Classes

Learn to write smarter Python code using classes for efficient data processing, including creating custom classes, adding methods, and integrating Scikit-learn for dataset management.

• YouTube
• 32 minutes
• On-Demand
• Free Video

Data Processing Fundamentals - Extended Filtering with Multiple Datasets

Learn advanced data filtering techniques in Python, including category-based filtering, handling multiple datasets, and optimizing code with inline methods for efficient data processing.

• YouTube
• 27 minutes
• On-Demand
• Free Video