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aind-vui-capstone

Voice user interfaces (VUI) speech recognition project for the Udacity Natural Language Processing (NLP) Nanodegree program.

aind2-nlp-capstone

Machine translation project for Udacity's Natural Language Processing (NLP) Nanodegree.

baseball-pitch-sequence-prediction

This GitHub repository is dedicated to the development and training of a Transformer-based deep learning model for predicting the next pitch type in a baseball game, utilizing historical data on ball-strike counts and pitch sequences to incorporate transition probabilities for more accurate and context-aware predictions.

binomial-distributions-mle

Calculate and plot binomial distributions

cvnd---image-captioning-project

cvnd-facial-keypoint-detection

Facial keypoint detection project for the Udacity Computer Vision Nanodegree (CVND) program.

cvnd-image-captioning

CNN-RNN image captioning project for Udacity's Computer Vision Nanodegree (CVND) program.

deep-time-series-forecasting

Comprehensive guide to time series forecasting using deep learning techniques, with practical examples and tutorials.

dlnd-face-generation

Course project to generate celebrity faces using a DC-GAN for Udacity's Deep Learning with PyTorch Nanodegree course.

dog-breed-classifier

Made for Udacity's Deep Learning w/ PyTorch nanodegree program

electromagnetics-work-samples

Providing work samples of electromagnetic, RF, antenna, and radar system analysis that I performed for graduate school assignments.

engineering-system-optimization-mdao-

Explore the Engineering System Optimization (MDAO) repo for tutorials on advanced engineering design optimization techniques. This resource offers hands-on guides to help you master multidisciplinary design optimization (MDO) through practical examples and use cases.

generate-tv-scripts-rnn

Course project for the RNN module of Udacity's Deep Learning with PyTorch Nanodegree

hmm-tagger

Hidden Markov Model (HMM) Part of Speech tagger project for the Udacity Natural Language Processing (NLP) Nanodegree

introduction-to-causal-inference

An educational Python-based introduction to causal inference techniques using machine learning.

jman4162

llm-tutorials

Explore our "LLM Tutorials" GitHub repository for comprehensive guides on using large language models (LLMs) like Llama 2 with PyTorch. Discover practical examples, code snippets, and expert insights to enhance your NLP projects with the latest techniques in language modeling.

machine-learning-review

Educational notebooks reviewing machine learning models and concepts.

mle-capstone-project-starbucks

Capstone project for Udacity's Machine Learning Engineer (MLE) nanodegree program.

p1_facial_keypoints

First project for CVND: facial keypoint detection.

p3_implement_slam

Landmark Detection and Tracking (SLAM) project for Udacity Computer Vision Nanodegree (CVND) program.

phased-array-antenna-model

This tutorial offers a comprehensive guide to computing and visualizing the radiation patterns of phased array antennas using Python, suitable for both beginners and advanced users interested in antenna design and signal processing.

plagiarism-detection

Plagiarism detection project for Udacity's Machine Learning Engineering (MLE) Nanodegree program.

pytorch-vision-transformers-vit

Explore fine-tuning the Vision Transformer (ViT) model for object recognition in robotics using PyTorch. This tutorial covers setup, training, and evaluation processes, achieving impressive accuracy with practical resource constraints. Ideal for learners in AI and robotics.

rf-and-antenna-tutorials

Explore RF engineering and antenna design through tutorials covering theory, simulations, and Python code examples. Ideal for students and professionals looking to deepen their understanding of RF concepts and practical antenna applications.

sagemaker-deployment

Deploying a Sentiment Analysis Model Using AWS for Udacity's Deep Learning with PyTorch Nanodegree

starbucks-capstone-project

Udacity Data Science Nanodegree 6th project - Starbucks Capstone Project .

udacity-mle-starbucks-capstone-project

The capstone project for Udacity's machine learning engineer (MLE) nanodegree program.