data-max-hq Goto Github PK

ab-testing-in-ml

Deploy A/B testing infrastructure in a containerized microservice architecture for Machine Learning applications.

assignment-internship

Data Max Internship Assignment

assignment-job

assignment-sql

aws-iac-dagster-dbt-tf

A simple infrastructure for provisioning a cluster in AWS and deploying a dagster and postgres application

brewfiles-repo

cost-effective-ml

MultiGPU model training setup with Kubernetes, Ray and Kubeflow

dbt-docker

Dockerizing dbt transformations

dbt-streamlit-covid-analytics

Using dbt and streamlit to perform analytics on covid dataset

dog-breed-classification-ml

Serve contanerized machine learning models in microservice architecture with seldon-core or Tensorflow Serving

flyte-demo

Using Flyte

gcp-mlspecialization-demo2

internship-assignment

kafka-dogbreed-classification

Use Apache Kafka to enable event-driven ML inference.

kitchenware-classifier

local-kafka

Create and use local kafka

machine-learning-sda-regression

manifests

A repository for Kustomize manifests

open-memory

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

optimize-pandas

Optimize Pandas operations with Index Optimization, Memory Optimization, and Vectorization

public_datasets

Public datasets needed for illustration purpose while working with demo projects.

pyspark-3-ways

A small repo about PySpark with Kubernetes, Spark, Airflow

python-formatting

Simple project to configure poetry, flake8, pytest, isort, black, pre-commit, sqlfluff together

stack-k8s

Create k8s cluster with custom services

streamlit-presentation

A demo showcasing the usage of Streamlit in Machine Learning.

terraform-datastream-postgres-bq

Use GCP Datastream to incrementally load PostgreSQL to BigQuery

transfer_learning_demo

tum-ai-academy

Deploy AI Models

workshop-cit

workshop-epoka