Overview of Machine Learning | Programming Languages Used in Machine Learning
What is Machine Learning : Machine learning is a subfield of artificial intelligence (AI) that focuses on the development of algorithms and statistical models that allow computers to learn and make decisions or predictions based on data, without being explicitly programmed for every task. The primary goal of machine learning is to enable computers to learn and improve from experience or examples. The process of machine learning involves the following key steps: 1. Data Collection: The first step is to gather relevant data from various sources. This data can be structured (e.g., tabular data) or unstructured (e.g., text, images, audio). 2. Data Preprocessing: Before feeding the data into a machine learning algorithm, it needs to be cleaned and preprocessed. This step involves handling missing values, removing noise, and transforming the data into a suitable format. 3. Feature Extraction/Selection: In this step, relevant features or characteristics are extracted from the data to...