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41 repositories

gcp-mlspecialization-demo1
Public
Python
•0•0•0•0•Updated Nov 27, 2024Nov 27, 2024
gcp-mlspecialization-demo2
Public
Python
•0•0•0•0•Updated Nov 27, 2024Nov 27, 2024
gcp-mlspecialization-demo3
Public
Python
•0•0•0•0•Updated Nov 27, 2024Nov 27, 2024
workshop-eut
Public
Jupyter Notebook
•0•0•0•0•Updated Nov 15, 2024Nov 15, 2024
sqlmesh_example
Public
This is a basic example about the setup and use of SQLMesh.
data-science sql data-transformation data-engineering sqlmesh
Apache License 2.0
•0•0•0•0•Updated Nov 15, 2024Nov 15, 2024
RAY-DeepSpeed
Public
This project utilizes Ray for managing AWS EC2 instances in distributed computing, employing DeepSpeed's ZERO 3 optimizer to efficiently fine-tune models on a Ray cluster.
Python
•
MIT License
•0•0•0•0•Updated Nov 13, 2024Nov 13, 2024
credit_card_abacus_srv
Public
Python
•0•0•0•2•Updated Nov 7, 2024Nov 7, 2024
ray-distributed-compute
Public
This repository contains scripts for setting up and managing a distributed computing environment using Ray on AWS. It includes configurations for spinning up a Ray cluster, managing head and worker nodes, and executing multi-GPU training tasks.
Python
•0•0•0•0•Updated Oct 19, 2024Oct 19, 2024
open-memory
Public
A Open-Source alternative to the Windows-Recall feature. Utilizing DocTR for OCR, JinaAI embedding models for embedding generations, ChromaDB to store and retrieve embeddings, and your LLM of choice for answering any questions
Python
•
MIT License
•0•1•0•0•Updated Jul 31, 2024Jul 31, 2024
data-ai-engineer-test
Public
Testing questions for Data and AI engineers
Python
•
Apache License 2.0
•0•0•0•0•Updated Jul 28, 2024Jul 28, 2024
python-formatting
Public
Simple project to configure poetry, flake8, pytest, isort, black, pre-commit, sqlfluff together
python pre-commit poetry pytest black isort pre-commit-hook
Dockerfile
•
Apache License 2.0
•0•4•0•5•Updated Jul 8, 2024Jul 8, 2024
cost-effective-ml
Public
MultiGPU model training setup with Kubernetes, Ray and Kubeflow
kubernetes gpu ray kubeflow k3s
Jupyter Notebook
•
Apache License 2.0
•0•2•0•0•Updated Apr 25, 2024Apr 25, 2024
local-kafka
Public
Create and use local kafka
Python
•
Apache License 2.0
•0•0•0•0•Updated Nov 17, 2023Nov 17, 2023
tum-ai-academy
Public
Deploy AI Models
Python
•
Apache License 2.0
•0•3•0•0•Updated Nov 15, 2023Nov 15, 2023
workshop-ml-fshn
Public
Jupyter Notebook
•0•0•0•0•Updated Nov 9, 2023Nov 9, 2023
workshop-ml-holberton
Public
Introduction to Machine Learning Workshop - Data Max & Holberton School
Jupyter Notebook
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MIT License
•0•2•0•0•Updated Nov 8, 2023Nov 8, 2023
flyte-demo
Public
Using Flyte
Python
•
Apache License 2.0
•0•0•0•0•Updated Oct 7, 2023Oct 7, 2023
ab-testing-in-ml
Public
Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.
grafana abtest seldon-core mlops streamlit kubernetes
Python
•
Apache License 2.0
•9•40•0•0•Updated May 16, 2023May 16, 2023
manifests
Public
A repository for Kustomize manifests
YAML
•
Apache License 2.0
•892•0•0•0•Updated Apr 8, 2023Apr 8, 2023
optimize-pandas
Public
Optimize Pandas operations with Index Optimization, Memory Optimization, and Vectorization
Jupyter Notebook
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Apache License 2.0
•0•0•0•0•Updated Feb 26, 2023Feb 26, 2023
internship-assignment
Public
Apache License 2.0
•4•1•0•0•Updated Feb 4, 2023Feb 4, 2023
public_datasets
Public
Public datasets needed for illustration purpose while working with demo projects.
0•0•0•0•Updated Jan 27, 2023Jan 27, 2023
workshop-epoka
Public
Jupyter Notebook
•
Apache License 2.0
•0•2•0•0•Updated Jan 24, 2023Jan 24, 2023
kitchenware-classifier
Public
Jupyter Notebook
•0•0•0•0•Updated Jan 22, 2023Jan 22, 2023
dbt-streamlit-covid-analytics
Public
Using dbt and streamlit to perform analytics on covid dataset
docker postgresql dbt streamlit
Apache License 2.0
•2•10•0•0•Updated Nov 14, 2022Nov 14, 2022
terraform-datastream-postgres-bq
Public archive
Use GCP Datastream to incrementally load PostgreSQL to BigQuery
bigquery postgres terraform gcp datastream
HCL
•1•1•0•0•Updated Oct 6, 2022Oct 6, 2022
dbt-docker
Public
Dockerizing dbt transformations
docker kubernetes dbt cicd githubactions
Dockerfile
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MIT License
•2•4•0•0•Updated Sep 30, 2022Sep 30, 2022
streamlit-presentation
Public
A demo showcasing the usage of Streamlit in Machine Learning.
visualization machine-learning streamlit
Python
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MIT License
•1•0•0•0•Updated Sep 22, 2022Sep 22, 2022
transfer_learning_demo
Public
Python
•0•0•0•0•Updated Sep 22, 2022Sep 22, 2022
kafka-dogbreed-classification
Public
Use Apache Kafka to enable event-driven ML inference.
docker machine-learning kafka tensorflow
Python
•
Apache License 2.0
•0•3•0•0•Updated Sep 19, 2022Sep 19, 2022