Lasso, Ridge, and Elastic Net Regression: A Complete Guide
Regression analysis is a powerful tool in statistics and machine learning that allows us to model and understand the relationship between variables.
The 10 Important Concepts that Make a Software Engineer
Software engineering is a rapidly evolving field, and staying ahead of the curve requires a solid understanding of key concepts and technologies.
The 10 Important Concepts that Make a Data Engineer
In today’s data-driven world, the role of a data engineer is crucial for organizations to manage and analyze their vast amounts of data.
The 10 Important Concepts that Make a Data Scientist
Data Science has emerged as a groundbreaking field that leverages the power of algorithms and systems to extract knowledge and insights from structured and unstructured data.
Sorting Algorithms and Their Python Code
Sorting is a foundational concept in computer science and a common operation in many applications. Different sorting algorithms have various time and space complexities, and understanding these different algorithms can help you choose the best one for your specific needs.
String-Matching Algorithms and Their Python Code
String-matching, also known as pattern matching, is a fundamental aspect of computer science and is used in various applications like data validation, data scraping, data transformation, and more.
3 Relevant ML Algorithms Commonly Used in Commercial AI Projects: Coding Examples and Applications
Machine Learning (ML) has become an integral part of many commercial AI projects, offering innovative solutions to complex problems across various industries.
TensorFlow: What is it? How to use it? Ultimate Guide 2023
TensorFlow is an open source deep learning platform created by Google. Equipped with a Python API, it offers a multitude of tools to train and optimize artificial neural networks.
Keras: What is it? How to use it? Ultimate Guide 2023
Written in Python, Keras is an artificial neural network rapid prototyping interface. It is based on the deep learning libraries Tensorflow, Microsoft Cognitive Toolkit, PlaidML and Theano.
Python’s Scikit-learn: What is it? How to use it? Ultimate Guide 2023
The open source project orchestrated by INRIA has become a reference machine learning infrastructure alongside deep learning frameworks such as Keras, Pytorch or Tensorflow.
