Pinned Repositories
AI-Capstone-Project-with-Deep-Learning
Study materials from IBM AI Engineering Professional Certificate
Continuous-Training-with-TensorFlow-PyTorch-XGBoost-and-Scikit-Learn-Models-with-Kubeflow-and-AI-
data-engineering-zoomcamp-capstone-01
A dockerized 5 min. mini-batch data pipeline. Spark Structured Streaming: reading from Kafka to PostgreSQL as a sink DB. Airflow, Kafka, PySpark, PostgreSQL, Streamlit
delta-table-streaming-databricks
streaming, delta table, external table, json, databricks, PySpark
IBM-Machine-Learning
IBM Machine Learning Professional Certificate study materials
llm-zoomcamp-capstone-01
A dockerized RAG application based on PC game reviews pulled from the Steam store. Featuring a Flask app running on Elasticsearch vector database. As an addition PostgreSQL for logging and Grafana for monitoring
Machine-Learning-with-Python
Study materials from IBM AI Engineering Professional Certificate
machine-learning-zoomcamp-capstone-01
Dockerized Flask service - scoring if a customer will default. Pandas, Sciki-learn, XGBoost, Flask, Docker
machine-learning-zoomcamp-capstone-02
TensorFlow, image classifier, transfer-learning, model serving, Docker, Kubernetes, Kind cluster
mlops-zoomcamp-project
e2e MLOps on GCP - PySpark, Pandas, Sciki-learn, XGBoost, Prefect, MLflow, FastAPI, Flask, Evidently AI
KonuTech's Repositories
KonuTech/data-engineering-zoomcamp-capstone-01
A dockerized 5 min. mini-batch data pipeline. Spark Structured Streaming: reading from Kafka to PostgreSQL as a sink DB. Airflow, Kafka, PySpark, PostgreSQL, Streamlit
KonuTech/llm-zoomcamp-capstone-01
A dockerized RAG application based on PC game reviews pulled from the Steam store. Featuring a Flask app running on Elasticsearch vector database. As an addition PostgreSQL for logging and Grafana for monitoring
KonuTech/mlops-zoomcamp-project
e2e MLOps on GCP - PySpark, Pandas, Sciki-learn, XGBoost, Prefect, MLflow, FastAPI, Flask, Evidently AI
KonuTech/delta-table-streaming-databricks
streaming, delta table, external table, json, databricks, PySpark
KonuTech/machine-learning-zoomcamp-capstone-01
Dockerized Flask service - scoring if a customer will default. Pandas, Sciki-learn, XGBoost, Flask, Docker
KonuTech/machine-learning-zoomcamp-capstone-02
TensorFlow, image classifier, transfer-learning, model serving, Docker, Kubernetes, Kind cluster
KonuTech/portfolio-tracking-dbt
DBT practice on a Snowflake
KonuTech/alx-kurs
KonuTech/alx_hw_01
KonuTech/alx_hw_02
KonuTech/blood_pressure
KonuTech/build-your-own-search-engine
Code for the "Build Your Own Search Engine" workshop
KonuTech/data-engineering-zoomcamp
Free Data Engineering course!
KonuTech/data-engineering-zoomcamp-gcp
KonuTech/django_first_blood
KonuTech/fitness-assistant
This is your friendly fitness assistant, which is a RAG applications built as a part of LLM Zoomcamp
KonuTech/k-python-2-14-10-2023
KonuTech/llm-zoomcamp
LLM Zoomcamp - a free online course about building a Q&A system
KonuTech/llm-zoomcamp-module-04
KonuTech/llm-zoomcamp-module-05
KonuTech/machine-learning-zoomcamp
The code from the Machine Learning Bookcamp book and a free course based on the book
KonuTech/MLOps-Basics
KonuTech/mlops-zoomcamp-prefect
KonuTech/mlops-zoomcamp-scraper
KonuTech/mlops-zoomcamp-training
KonuTech/python-flask-app-testing-course
KonuTech/SAS-zadania
KonuTech/steam-reviews-vectordb
WiP, elasticsearch, vector db, embeddings, steam, reviews
KonuTech/stooq
KonuTech/student-poverty
Dockerized Jupyter Lab-Pyspark Image with volumes, PySpark, SQL, data analysis