Spotify Popularity Prediction - Machine Learning
Because Spotify and other music streaming services are incredibly popular and widely used, I wanted to apply Data Science techniques with Machine Learning al...
Posts by Year
2022
Decision Tree Algorithm
Decision tree learning or induction of decision trees is one of the predictive modelling approaches used in statistics, data mining and machine learning. It...
Pandas Tutorial - Python
Pandas is a Python library that gives structure to data, it also makes it very easy to access this data as well as manipulate it.
Dynamic Huffman Coding
Adaptive Huffman coding (also called Dynamic Huffman coding) is an adaptive coding technique based on Huffman coding. It permits building the code as the sym...
2021
Embracing Packet Loss in TCP Congestion Control
a network packet is a formatted unit of data carried by a packet-switched network. A packet consists of control information and user data; the latter is also...
Network ICMP and Sniffing
Requirements: 1) myping sends ICMP ECHO REQUEST and receives ICMP-ECHO-REPLY (one time is enough) 2) myping calculates the RTT time in milliseconds and micro...
Automatic Space Object Detection and Tracking using the NexStar 8SE Telescope
Development of an optical ground station based on a robotic telescope: the idea is to become familiar with the telescope’s capabilities to perform experiment...
Packet Sniffing and Spoofing Lab
Scapy is a packet manipulation tool. Craft and send packets. It is able to forge or decode packets of a wide number of protocols, send them on the wire, capt...
Starlink Satellite Orbital Simulation using Systems Tool Kit (STK)
This project is intended to simplify a complex and physical problem of calculating Starlink satellite orbits by a representation of dynamic graphs and simple...
Borůvka’s Algorithm
Borůvka’s Algorithm is a greedy algorithm published by Otakar Borůvka, a Czech mathematician best known for his work in graph theory. Its most famous applic...
Space Tracker
Tracking an object has been one of the problems studied for the past several decades. Usually the “tracker” - the process that performs the tracking, is part...
Kruskal’s Algorithm
Kruskal’s algorithm is a greedy algorithm for solving the problem of finding a minimal spanning tree (MST) in a weighted and undirected graph. The goal is t...