Understanding the fundamental concepts of using Matplotlib to visualize data — Introduction The amount of data generated from various fields such as industry, health, and business has increased exponentially in recent years due to advancements in technology and the widespread use of the internet. This data can be analyzed to uncover insights and make the right decisions. …

A programming language that can be used for almost any task — Now, we live in a time when programming languages constantly evolve and new ones are being created. There are several reasons why we should learn a programming language, such as career opportunities, problem-solving skills, creativity, understanding of technology, and many more. …

We’ll talk about how artificial neural network architectures like MLP, CNN, RNN, GAN, and Autoencoder are applied — Introduction An Artificial Neural Network (ANN) is a type of algorithm inspired by the structure of the human brain. They have been around since the 1940s, but it wasn’t until recent years that they became widely used in machine learning and artificial intelligence applications. ANN is composed of interconnected nodes, or…

Some things you should understand about decision trees so that you can interpret your model — Today, data is the new commodity (the new oil). Data is a foundation to make decisions in various fields, such as business, industry, health, education, politics, and many more. The data will be analyzed using various machine learning algorithms to predict the right decision that will impact the future. There…

Learn fundamental concepts using pandas DataFrame — Introduction One of the most important stages before we create a model for data science applications is preprocessing and manipulating data. This usually involves cleaning the data, formatting it in a way that the model can interpret, and possibly selecting a subset of the data to work with. This step is…

The histogram is one of the critical parts of descriptive statistics — The main purpose of descriptive statistics is to summarize data and present data in a form that is easy to understand, one of which is a histogram. Data is a major part of the statistics world. To draw insights from data, we need statistics. Descriptive statistics is the right choice…

Description of how to use the if, elif, and else statement in Python — Like other programming languages, Python offers a mechanism for regulating how programs are executed (control flow). Conditional statements can be used to regulate how the program executes. A conditional statement serves as a check to see if a line of code should be executed or not. Conditional statements in python…

Learn from Elon Musk during an interview at Merdeka Festival Campus — The Tri Hita Karana Forum organized by Kampus Merdeka RI presented two tremendous and inspiring figures, Elon Musk (CEO of Tesla Motors) and Nadiem Makarim (Indonesia’s Minister of Education Culture Research and Technology). The forum was held on November 14, 2022, lasted approximately 30 minutes, and can be watched on…

Memperkenalkan pengontrolan aliran program menggunakan iterasi (for loops dan while loops) — Mengontrol aliran program (controls flow) merupakan mekanisme untuk mengatur urutan atau aliran eksekusi dari sebuah kode program. Terdapat tiga macam aliran program di Python, yaitu sequential control flow, decision control flow, dan loop control flow [1]. Konsep loops sangat penting di bahasa pemrograman manapun. Terkadang, kita akan sering berhadapan dengan…