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Jeff Heaton offers a brief, under 1-hour tutorial on Python and Google CoLab for those familiar with other programming languages, focusing on data science and machine learning.
Learn to train StyleGAN with your own images in less than an hour with Jeff Heaton. Covers image preparation and using Colab for training.
Learn to install TensorFlow/Keras with GPU support on Windows 11 from Jeff Heaton in under an hour, using a pip install for the latest version.
Learn to train 256x256 GANs on NVIDIA GEFORCE RTX 3060 Ti with 8GB RAM, by adjusting evaluation metrics and increasing swap size, in under an hour with Jeff Heaton.
Learn to create your own GAN images with Jeff Heaton's guide. Understand the process from image collection to GAN training, using a GPU. Less than 1-hour workload.
Learn to install NVIDIA StyleGAN2 ADA for PyTorch on Windows 10, including training and image generation, in under an hour with Jeff Heaton.
Learn Python 3D programming with Blender from Jeff Heaton. This less than 1-hour material covers scripting, interface, rendering, and more.
Learn from Jeff Heaton's student, Jifan Zhang, about using convolution neural networks in an ensemble for computer vision counting. Less than 1-hour workload.
Learn to use FFMPEG for encoding/decoding videos for offline machine learning applications with Jeff Heaton. Less than 1-hour workload.
Learn to control facial properties using nVidia StyleGAN2 latent vectors with Jeff Heaton in under an hour. Gain skills in generating faces, even with glasses.
Learn to generate realistic faces using nVidia StyleGAN2 and Python 3 with Jeff Heaton. Requires less than 1 hour, a GPU, and TensorFlow.
Learn to implement a Generative Adversarial Network from scratch in Python using TensorFlow and Keras with Jeff Heaton. Less than 1-hour workload.
Learn about feature importance, engineering, and ranking in machine learning from Jeff Heaton's condensed presentation, originally delivered at the SOA Predictive Analytics Symposium 2019.
Learn to program LSTM and GRU for NLP and time series prediction with Keras and TensorFlow in under an hour with Jeff Heaton.
Learn advanced image and time series processing with CNNs for MNIST and Fashion MNIST in less than an hour with Jeff Heaton.
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