Prodramp Courses

Build Your Machine Learning Pipeline in These 4 Simple Steps - Loan Prediction Scikit-Learn Example

Aprenda a construir um pipeline completo de machine learning usando scikit-learn para previsão de empréstimos, desde a ingestão de dados até o uso do modelo salvo para previsões.

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

Startup Review - SpinLaunch - A New Way to Go to Space - Space Tech Startup

Explore SpinLaunch's innovative, cost-effective, and eco-friendly kinetic launch system for satellites. Learn about the founders, technology, market position, business model, and future outlook of this groundbreaking space tech startup.

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

Python Pandas - Taking Advantage of Shift Method in Pandas to Process Rows and Columns

Learn to process Pandas DataFrames using shift() for row/column manipulation, timeseries updates, rolling calculations, and advanced data transformations in Python.

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

Chakra UI - Adding Modular Layout to React App

Learn to create modular layouts in React using Chakra UI, including header, footer, sidebar, and floating panel components. Gain practical skills for efficient and methodical UI development.

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

Chakra UI - Quickly Experiment and Learn Various UI Components

Explore and experiment with Chakra UI components directly on their website. Learn to edit, merge, and customize UI elements for faster React-based frontend development.

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

Hands-on GitHub for Every Developer with Most Important Tasks and Tips

Comprehensive GitHub tutorial covering essential tasks using command line and desktop app, from repo setup to pull requests and stash feature.

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

Whiteboarding - Let's Understand ChatGPT

Explore ChatGPT's fundamentals, GPT models, and training process in this concise whiteboarding session, enhancing your understanding of AI language models.

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

Modern and Postmodern Data Stack - Architecture and Why You Need It

Explore modern and postmodern data stack architectures, their features, and importance in data engineering. Learn why organizations need to evolve their data infrastructure for improved analytics and decision-making.

• YouTube
• 18 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

All Things VQGAN - Variational AutoEncoder and VQ-VAE with Codebook Explanations - Part 2

Explore Variational AutoEncoders and Vector Quantized VAE, focusing on codebook explanations. Learn how these advanced techniques improve upon traditional autoencoders for better image generation and representation.

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

All Things VQGAN - AutoEncoder with Latent Space and Reconstruction Error - Part 1

Explore AutoEncoders, latent space, and reconstruction error in VQGAN. Learn key concepts and their applications in AI, with practical examples and in-depth explanations.

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

AI Workshop - Build Your Own Text-to-Image Application with DALL-E Mini in Python from Scratch

Learn to build a text-to-image application using DALL-E mini in Python. Covers model setup, code implementation, and result generation, providing hands-on experience with AI-driven image creation.

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

Nvidia Instant-NGP - Create Your Own NeRF Scene From a Video or Images - Hands-On Tutorial

Learn to create NeRF scenes from videos or images using NVIDIA Instant-ngp. This hands-on tutorial covers environment setup, data preparation, and various NeRF visualization techniques on Ubuntu 22.04.

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