weberdavid
My core strengths lie in analytics engineering and cloud architecture, where I design and deploy scalable, secure, and high-performing data solutions.
Machine Learning ReplyAustria
Pinned Repositories
Algorithms
:computer: Data Structures and Algorithms in Python
betterpython
Code examples for my Write Better Python Code series on YouTube.
CNNs_with_PyTorch
A repository that represents my learning journey of deep CNNs with PyTorch
dagster
An orchestration platform for the development, production, and observation of data assets.
datascienceportfolio
A collection for some of my private Data Science Projects. More to come - currently, I am focused on my master's thesis and work.
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
deeplearning-models
A collection of various deep learning architectures, models, and tips
learning-rust
I learn Rust for Data Engineering
masterthesis-showcase
Repo to show intermediary results of my thesis experiments
pruning_for_explainability
This is the accompanying repository of the master's thesis with the title "How much pruning is too much? The effects of neural network pruning on explainability". The contents of this repository allow to recreate the results of our experiments.
weberdavid's Repositories
weberdavid/masterthesis-showcase
Repo to show intermediary results of my thesis experiments
weberdavid/Algorithms
:computer: Data Structures and Algorithms in Python
weberdavid/betterpython
Code examples for my Write Better Python Code series on YouTube.
weberdavid/CNNs_with_PyTorch
A repository that represents my learning journey of deep CNNs with PyTorch
weberdavid/dagster
An orchestration platform for the development, production, and observation of data assets.
weberdavid/datascienceportfolio
A collection for some of my private Data Science Projects. More to come - currently, I am focused on my master's thesis and work.
weberdavid/deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
weberdavid/deeplearning-models
A collection of various deep learning architectures, models, and tips
weberdavid/learning-rust
I learn Rust for Data Engineering
weberdavid/pruning_for_explainability
This is the accompanying repository of the master's thesis with the title "How much pruning is too much? The effects of neural network pruning on explainability". The contents of this repository allow to recreate the results of our experiments.
weberdavid/mlops-camp
My Repo for the MLOps Camp by DataTalksClub: https://github.com/DataTalksClub/mlops-zoomcamp
weberdavid/pyspark_course
Repository for the PySpark MOOC on Udacity
weberdavid/reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
weberdavid/serverless-full-stack-apps-azure-sql
Full stack solution using Javascript, Azure Static Web Apps, Azure Function, Azure SQL Database and a microservice architecture to monitor in real-time public transportation data, create a geofence and send notification when geofence is activated