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/IBM-Machine-Learning
IBM Machine Learning Professional Certificate study materials
KonuTech/credit-card-dataset-clustering-techniques
Kaggle Dataset - behavior of about 9000 active credit card holders. Cluster credit card holders
KonuTech/kickstarter-projects-classification-techniques
Kaggle Dataset - Kickstarter Projects. More than 300,000 kickstarter projects. Predict if a project will be successful before it is released
KonuTech/AI-Capstone-Project-with-Deep-Learning
Study materials from IBM AI Engineering Professional Certificate
KonuTech/airflow-tutorial
Apache Airflow tutorial
KonuTech/ShinyDashboard
Demo dashboard developed with a use of Shiny
KonuTech/SAS
Contribution to SAS world
KonuTech/Plotly-Dashboards-with-Dash
This is the repo for the Udemy Course Python Dashboards with Plotly's Dash
KonuTech/sas-visualanalytics-thirdpartyvisualizations
The data-driven content object enables you to display your data in a custom third-party visualization, within your SAS Visual Analytics report. The third-party visualization can be authored in any JavaScript charting framework, such as D3.js, Google Charts, or CanvasJS. The visualization in a data-driven content object receives its data query from SAS Visual Analytics, and so it interacts with filters, ranks, and object actions in the same way as the other objects in your report. For information about creating third-party visualizations for data-driven content, see Programming Considerations for Data-Driven Visualizations in SAS Visual Analytics: Reference.
KonuTech/SAS-in-Jupyter
SAS in Jupyter
KonuTech/chart-doctor
Sample files to accompany the FT's Chart Doctor column
KonuTech/python-swat
The SAS Scripting Wrapper for Analytics Transfer (SWAT) package is the Python client to SAS Cloud Analytic Services (CAS). It allows users to execute CAS actions and process the results all from Python.
KonuTech/notebooks-contrib
RAPIDS Community Notebooks
KonuTech/Data-Science--Cheat-Sheet
Cheat Sheets
KonuTech/Building-Deep-Learning-Models-with-TensorFlow
Study materials from IBM AI Engineering Professional Certificate
KonuTech/Introduction-to-Deep-Learning-and-Neural-Networks-with-Keras
Study materials from IBM AI Engineering Professional Certificate
KonuTech/Deep-Neural-Networks-with-PyTorch
Study materials from IBM AI Engineering Professional Certificate
KonuTech/polish-nlp-resources
Pre-trained models and language resources for Natural Language Processing in Polish
KonuTech/mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
KonuTech/DataCampSideNotes
KonuTech/Machine-Learning-with-Python
Study materials from IBM AI Engineering Professional Certificate
KonuTech/Scalable-Machine-Learning-on-Big-Data-using-Apache-Spark
Study materials from IBM AI Engineering Professional Certificate
KonuTech/deep-learning-drizzle
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
KonuTech/PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
KonuTech/MRS
A self-study project on Movie Recommender System
KonuTech/dash-sample-apps
Apps hosted in the Dash Gallery
KonuTech/ml_kajecik
[In progress] Easy to read thanks to collapsible headings notebook with most fundamental machine learning techniques
KonuTech/awesome-nlp-polish
A curated list of resources dedicated to Natural Language Processing (NLP) in polish. Models, tools, datasets.
KonuTech/mlxtend
A library of extension and helper modules for Python's data analysis and machine learning libraries.
KonuTech/react-stockcharts
Highly customizable stock charts with ReactJS and d3