Jeff Heaton

Using 48GB GPU RAM to Render 16K Mandelbrot Plots

Getting Started with Colab for Python and Data Science

Learn Deep Learning with Python, Keras and TensorFlow, WashU Applications of Deep Neural Networks

Keras Q-Learning in the OpenAI Gym (12.3)

Introduction to Hopfield Neural Networks (Encog)

LLM Memory with LangChain (6.3)

NVIDIA Sweeps KDDCup 2023 Recommender Algorithm Challenge

Deep Learning Course with Python, Keras and TensorFlow with Applications of Deep Neural Networks.

Grouping, Sorting, and Shuffling in Python Pandas (2.3)

Seasonality and Trend (10.4)

How to Use 2 (or more) NVIDIA GPUs to Speed Keras/TensorFlow Deep Learning Training

Python 3D Graphics for Data Science and Visualization

Programming LSTM with Keras and TensorFlow (10.2)

PyTorch and Keras TensorFlow for the Next 3 Years, Reflections from GTC 2021

Deep Learning and Neural Network Introduction with Keras (3.1)

LLM Text Classification (3.4)

Is Google CoLab Pro worth it?

2020, TensorFlow 2.0 GPU (CUDA), Keras, & Python 3.7 in Windows 10

Installing PyTorch for CPU and GPU using CONDA (July, 2020)

Anomaly Detection in Keras with AutoEncoders (14.3)

Running Python Data Science Docker Images in AWS with NVIDIA NGC

Creating Machine Learning Ensembles for Kaggle Competitions

Time Series Data Encoding for Deep Learning, TensorFlow and Keras (10.1)

Using FFMPEG to Encode/Decode Video for Offline Video-Based Machine Learning

Installing TensorFlow, Keras, and Python in Windows

How to Tell a Blower from an Axial Open Air GPU

Using Apply and Map in Pandas for Keras (2.4)

Introduction to Transformers (6.1)

11.3: NLP & Word2Vec with TensorFlow and Keras (Module 11, Part 3)

Tracking Prompts in Software Development (2.4)

Extract Musical Notes from Audio in Python with FFT

Mac M1 Monterey Installing Miniforge and Anaconda/Miniconda Side-by-Side

How to Install the Latest TensorFlow Keras with a GPU without CONDA

Docker Image for TensorFlow/Keras

Creating Certificates to Deploy PyInstaller PyQT MacOS App to the Apple App Store

2019, Installing TensorFlow, Keras, & Python 3.7 in Windows

Applications of Deep Neural Networks Course Overview (1.1, Spring 2020)

Using Denoising AutoEncoders in Keras (14.2)

2019 (March) Converting Code to Run on TensorFlow 2.0 (including Keras)

Grouping, Sorting, and Shuffling in Python Pandas for PyTorch (2.3)

How to Choose an NVIDIA GPU for Deep Learning in 2023: Ada, Ampere, GeForce, NVIDIA RTX Compared

Mac M1 vs M2 Race: Stable Diffusion, DiffusionBee

PyTorch Transformations to Augment Image Training Data (5.4)

9.2: Using L1 and L2 Regularization in Keras and TensorFlow (Module 9, Part 2)

Training NVIDIA StyleGAN2 ADA under Colab Free and Colab Pro Tricks

Building Ensembles with Scikit-Learn and Keras (8.2)

Introduction to PyTorch for Deep Learning with Python (3.2)

Image Processing in Python for Machine Learning (5.1)

LangChain and Accessing the OpenAI LLM API (6.2)

Applications of Deep Neural Networks for Keras - Paperback, Kindle & Free PDF

Feature Engineering in Pandas for Deep Learning in PyTorch (2.5)