Berhanetek

berhanet

Berhanetek

Berhanetek.github.io

Personal portfolio website

Big-data

Selected topics in big data analytics. Topics include recommendation systems, social network analysis, market basket analysis, etc.

Dash-by-Plotly

Interactive data analytics

data-structures-and-algorithms

deep-learning-with-tensorflow-2

GeoProj

Blind Geometric Distortion Correction on Images Through Deep Learning

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Kalman-and-Bayesian-Filters-in-Python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

unsupervised-detection-of-anomalous-sounds

Automatically identify whether the sounds produced by industrial machines are normal or anomalous (faulty machines). This is crucial for ensuring efficient and safe operations in the context of AI-based factory automation.