Category: Python

focuses on analysing Muscat traffic flow data using Python. Students will work with a dataset containing information such as vehicle count, average speed, and traffic density collected from different intersections over time in Muscat. Expected Outcomes: Prepare a detailed report covering all questions of the project: Dataset exploration and preprocessing Traffic pattern analysis Graph visualization…

focuses on analysing Muscat traffic flow data using Python. Students will work with a dataset containing information such as vehicle count, average speed, and traffic density collected from different intersections over time in Muscat. Expected Outcomes: Prepare a detailed report covering all questions of the project: Dataset exploration and preprocessing Traffic pattern analysis Graph visualization…

focuses on analysing Muscat traffic flow data using Python. Students will work with a dataset containing information such as vehicle count, average speed, and traffic density collected from different intersections over time in Muscat. Expected Outcomes: Prepare a detailed report covering all questions of the project: Dataset exploration and preprocessing Traffic pattern analysis Graph visualization…

focuses on analysing Muscat traffic flow data using Python. Students will work with a dataset containing information such as vehicle count, average speed, and traffic density collected from different intersections over time in Muscat. Expected Outcomes: Prepare a detailed report covering all questions of the project: Dataset exploration and preprocessing Traffic pattern analysis Graph visualization…

Create fundamental programs using concepts such as declaring and initializing variables and constants. Purpose The purpose of this assessment is to demonstrate your knowledge of defining variables and constants, converting data between data types, and performing basic mathematical operations on those variables. Assessment Instructions In this assessment, you will complete a program to demonstrate the…

Language & Version: (e.g., Python 3.11, C++20, Java 17) Compiler/Runtime: (e.g., GCC, Clang, Node.js) Libraries/Frameworks: (e.g., React, Pandas, Boost, OpenGL) Constraints: Any specific memory limits, performance requirements, or OS-specific needs (Windows/Linux/macOS).

I will provide you with a file that includes everything.

A function is a reusable block of code used to perform a specific task. It helps reduce code repetition and makes programs more organized and efficient. Example: def is_prime(num): if num <= 1: return False for i in range(2, num): if num % i == 0: return False return True # Example usage number =…

In programming, variables are used to store information such as numbers, text, or logical values.Each variable has a name (identifier) and a value, and we can use this name to access or modify the stored data anytime in the program.

Principal Component Analysis TASK Your task is to conduct PCA on the numeric features of the MLData2026 dataset, demonstrating the process and interpreting the results in a video presentation. The due date for this assessment is Friday of Week 7 on 17 April 2026 before midnight. Perform PCA and Visualise Data (i) Download the Assignment…