Remove Computer Science Remove Data Preparation Remove Decision Trees
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Artificial Intelligence Using Python: A Comprehensive Guide

Pickl AI

Natural Language Processing (NLP) This is a field of computer science that deals with the interaction between computers and human language. Computer Vision This is a field of computer science that deals with the extraction of information from images and videos. Why is Data Preparation Crucial in AI Projects?

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Predictive Maintenance Using Isolation Forest

PyImageSearch

We will start by setting up libraries and data preparation. Setup and Data Preparation For this purpose, we will use the Pump Sensor Dataset , which contains readings of 52 sensors that capture various parameters (e.g., On Lines 21-27 , we define a Node class, which represents a node in a decision tree.

Algorithm 102
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How Data Science and AI is Changing the Future

Pickl AI

Data Science is an interdisciplinary field that uses scientific methods, algorithms, and systems to extract knowledge and insights from structured and unstructured data. It combines various techniques from statistics, mathematics, computer science, and domain expertise to interpret complex data sets.

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Understanding Data Science and Data Analysis Life Cycle

Pickl AI

Understanding Data Science Data Science involves analysing and interpreting complex data sets to uncover valuable insights that can inform decision-making and solve real-world problems. Choosing Appropriate Algorithms Choosing the correct algorithm depends on the problem and data.