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Control Structure IILoopingLooping, or iteration, is a program structure that causes repeated execution of a block of code. There are two types of loops: Loops with a known number of iterations (For Loop) Loops with an unknown number of iterations (While Loop) For LoopA For Loop is typically used when the number of iterations is known. There are two types of For Loops in Python: For in range (This loop uses a range of numbers to determine how many times the loop will execute) For in standa...

Control Structure IThis is a paradigm for directing the flow of a program in a specific direction. To master the material on control structures in Python programming, there are several key points that need to be understood. Boolean Expression Operator Comparison Operator Logical Operator Program Construction Control structures are divided into two categories: Branching Structure Looping Structure Conditional Structure (Conditional Statement)A Conditional Structure (also called a Conditi...

Data TypesIn programming languages, a data type is a category that represents every piece of data. Each data item has a different data type, such as numeric data, character data, and other types. The common data types in programming are known as basic data types (which means they are the most frequently encountered data types and also the oldest types available today). Python is a programming language that supports basic data types. Here are the basic data types that can be used in Python: B...

IntroductionBefore learning the Python programming language, it’s essential to cover some introductory topics to facilitate the learning process. OverviewInitially, students are invited to explore small programs that contain the building blocks of programming: expressions, assignments, conditionals, and loops. In practice, a program consists of a mixture of these building elements. Students need to synthesize and integrate their knowledge by “deconstructing” a sample program and extracting it...

Wilcoxon Signed-Rank Test and Wilcoxon Rank-Sum TestThe Wilcoxon Signed-Rank Test (WSRT) is a part of non-parametric statistical tests that can be used for paired sample cases. Non-parametric statistics, also known as distribution-free statistics, do not require the assumption of a normal distribution for the population and can be used for small sample sizes. Null Hypothesis (H0): There is no difference in average performance between the two groups.Alternative Hypothesis (H1): There is a diff...

Transfer Data with LAN CableCrimping is the process of making a cable usable by attaching connectors to its ends. UTP cables consist of 4 pairs of wires twisted together in pairs. MODULEDownload Module 14

LAN Cable Assembly: Cross ConfigurationCrimping is the process of making a cable usable by attaching connectors to its ends. UTP cables consist of 4 pairs of wires twisted together in pairs. MODULEDownload Module 13

Data ScienceData Science is a discipline focused on studying data, particularly quantitative data, whether structured or unstructured. Many programming languages support data processing, including R, Python, SQL, JavaScript, and others. Python is one of the languages that facilitates data processing and even provides libraries specifically for this purpose, one of which is the Pandas library. For data processing, Python recommends using an integrated development environment (IDE) such as Jupy...

Simple and Multiple Linear RegressionIn linear regression, we discuss the estimation or forecasting of a dependent variable Y using a known independent variable X. Multiple linear regression occurs when the dependent variable is connected to more than one independent variable. In this case, the resulting equation is known as a multiple linear regression equation. Here, we will limit our discussion to the case of two independent variables, X1 and X2. One measure of model goodness is the coeffi...

LAN Cable Assembly: Straight ConfigurationCrimping is the process of making a cable usable by attaching connectors to its ends. UTP cables consist of 4 pairs of wires twisted together in pairs. MODULEDownload Module 12