Introduction to Machine Learning: Creating Your First Model

What is Machine Learning? Machine Learning is a field of artificial intelligence that enables computers to learn from data without being explicitly programmed. Types of Machine Learning Machine learning is broadly classified into three categories: Supervised Learning: Learning from labeled data Unsupervised Learning: Finding patterns in unlabeled data Reinforcement Learning: Learning optimal behavior through rewards Environment Setup Install the necessary libraries to get started with machine learning: pip install numpy pandas scikit-learn matplotlib Essential Libraries The role of each library: ...

February 1, 2024 · 3 min · 444 words · Jiho Appa

Python Fundamentals: Variables and Data Types

What is Python? Python is a high-level programming language developed by Guido van Rossum in 1991. With its easy-to-read and easy-to-learn syntax, it’s widely used by beginners and professionals alike. Declaring Variables Declaring variables in Python is very straightforward. Unlike other languages, you don’t need to specify the type; you simply assign a value. # Examples of variable declaration name = "Jiho Appa" age = 35 is_developer = True height = 175.5 Variable Naming Rules When naming variables, you must follow these rules: ...

January 20, 2024 · 2 min · 271 words · Jiho Appa