Prodramp Courses

Whiteboarding - Large Language Model Tech Stack

Explore the LLM tech stack, covering API-accessible and open-source models. Learn about ChatGLM-6B and gain insights into self-hosting options for large language models.

• YouTube
• 20 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

Data Processing Fundamentals - Data Access and Filtering

Learn Python data processing techniques including data loading, reading, and value-based filtering. Gain practical skills in handling and manipulating datasets efficiently.

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

A Developer Guide to Use Stable Diffusion Text-to-Image AI Model in Python

Learn to implement Stable Diffusion text-to-image AI model in Python, covering setup, pipeline creation, model testing, and Gradio app development for both local and Google Colab environments.

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

Efficient Geometry-Aware 3D Generative Adversarial Networks - EG3D

Hands-on guide to using pre-built EG3D models on Ubuntu 22.04 with Python 3.9, PyTorch, and CuDA GPU libraries. Learn to visualize, export, and generate 3D shapes from various models.

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

TorchStudio - Deep Learning Toolkit

Hands-on guide to TorchStudio: Access PyTorch datasets, train models, and compare results. Ideal for beginners and experienced users in the PyTorch ecosystem.

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

One-shot Face Stylization with JoJoGAN - In-depth Tutorial - Part 1

Learn face stylization with JoJoGAN: transfer styles to images using minimal data and GPU assistance. Covers setup, existing models, custom training, and animal face styles.

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

Diffusion Models - Google Colab Experimentation with Code and Prebuilt Models - Part 2

Hands-on exploration of Diffusion Models using Google Colab, covering probabilistic implementations and prebuilt models. Includes code examples and practical demonstrations of the denoising process.

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