esatkol Goto Github PK

5g-network-slicing

advanced-ai-transformers-for-computer-vision-3085710

This repo is for the Linkedin Learning course: Advanced AI: Transformers for Computer Vision

claimed

data-analysis-with-python

Data Analysis with Python, published by Packt

data_science_bootcamp

end-to-end-time-series

This repository hosts code for my Time Series videos part of playlist here - https://www.youtube.com/playlist?list=PL3N9eeOlCrP5cK0QRQxeJd6GrQvhAtpBK

generative-ai-for-python-developers-4504249

this repo is for linkedin learning course: Generative AI for Python Developers

gpsmachinelearning

hands-on-ai-building-and-deploying-llm-powered-apps-4511409

This repo is for the LInkedin Learning course: Hands-On AI: Building and Deploying LLM-Powered Apps

introduction-to-ai-orchestration-with-langchain-and-llamaindex-3820082

This repo is for Linkedin learning course: Introduction to AI Orchestration with LangChain and LlamaIndex

ml-data-pipeline

modern-time-series-forecasting-with-python

Modern Time Series Forecasting with Python, published by Packt

network-slice-selection-function-vnf

Network Slice Selection Function - M-CORD VNF

network-slicing-for-reliable-healthcare

network-slicing-in-smart-healthcare

Slicing Network in groups for efficient usage in Healthcare

network-slicing-optimization

This demo aims to model a scenario where a service deployed on a network is kept running at optimized working conditions through SDN and NFV, dynamically changing the slicing setup and migrating the server location based on real time performance analysis.

network_slicing

networkslicesetupoptimization

Implementation of network slice setup optimization - Networking II course

pandas-profiling

Create HTML profiling reports from pandas DataFrame objects

practical-statistics-for-data-scientists

Code repository for O'Reilly book

pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

resources

Inventory of all the educational content that I share on spatial data analytics, geostatistics and machine learning. I hope these resources are helpful, Prof. Michael Pyrcz

sax

An up-to-date Python implementation of SAX

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

sensor-fault-detection

APS pressure fault detection

sensor-fault-detection-1

The Air Pressure System (APS) is a critical component of a heavy-duty vehicle that uses compressed air to force a piston to provide pressure to the brake pads, slowing the vehicle down. The benefits of using an APS instead of a hydraulic system are the easy availability and long-term sustainability of natural air.

sidl

Deep Learning code

siml

Machine Learning algorithms implemented from scratch

sp500-stock-similarity-time-series

Improve S&P 500 stock price prediction (random forest and gradient boosting trees) with time series similarity measurements: DTW, SAX, co-integration, Euclidean and Pearson.

the-data-analysis-workshop

A New Interactive Approach to Learning Data Analysis