Data Max

ab-testing-in-ml

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

aws-iac-dagster-dbt-tf

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

cratedb-demo

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

kafka-dogbreed-classification

Use Apache Kafka to enable event-driven ML inference.

python-formatting

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

sqlmesh_example

This is a basic example about the setup and use of SQLMesh.

tum-ai-academy

Deploy AI Models

data-max-hq/ab-testing-in-ml

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

data-max-hq/dbt-streamlit-covid-analytics

Using dbt and streamlit to perform analytics on covid dataset

data-max-hq/cratedb-demo

data-max-hq/dbt-docker

Dockerizing dbt transformations

data-max-hq/python-formatting

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

data-max-hq/sqlmesh_example

This is a basic example about the setup and use of SQLMesh.

data-max-hq/cost-effective-ml

MultiGPU model training setup with Kubernetes, Ray and Kubeflow

data-max-hq/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

data-max-hq/tum-ai-academy

Deploy AI Models

data-max-hq/workshop-epoka

data-max-hq/workshop-ml-holberton

Introduction to Machine Learning Workshop - Data Max & Holberton School

data-max-hq/data-ai-engineer-test

Testing questions for Data and AI engineers

data-max-hq/internship-assignment

data-max-hq/manifests

A repository for Kustomize manifests

data-max-hq/RAY-DeepSpeed

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.

data-max-hq/terraform-datastream-postgres-bq

Use GCP Datastream to incrementally load PostgreSQL to BigQuery

data-max-hq/credit_card_abacus_srv

data-max-hq/kitchenware-classifier

data-max-hq/flyte-demo

Using Flyte

data-max-hq/gcp-mlspecialization-demo1

data-max-hq/gcp-mlspecialization-demo2

data-max-hq/gcp-mlspecialization-demo3

data-max-hq/local-kafka

Create and use local kafka

data-max-hq/optimize-pandas

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

data-max-hq/public_datasets

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

data-max-hq/ray-distributed-compute

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.

data-max-hq/self-hosting-llms

data-max-hq/vaccine-text-sentiment-analysis

Repo on how to create an streamlit app to analyse sentiment out of posts regarding vaccines.

data-max-hq/workshop-eut

data-max-hq/workshop-ml-fshn