Mubarak Mohamed articles - 14 total
Building an ETL Pipeline with Python Using CoinGecko API
Extract, Transform, Load (ETL) is a fundamental process in data engineering used to collect data from...
Understanding Python Terminology: Module, Package, Library, and Framework
When starting to learn a programming language, one of the first challenges is getting familiar with...
10 Statistical Terms to Know as a Data Analyst
As a data analyst, mastering statistical concepts is essential to explore, interpret, and effectively...
Build Your Own Artificial Neuron: A Practical Guide for AI Beginners
Artificial intelligence (AI) is ubiquitous in our daily lives, from product recommendations on...
Time Series in Data Science: Analysis of Bitcoin and Ethereum
Time series play a crucial role in Data Science, especially when analyzing financial data. The price...
Discovering Dash: The Framework for Interactive Web Applications in Python
In the constantly evolving world of data science and data analysis, the ability to visualize and...
Transforming Simplicity: Adapting Linear Regression to Capture Complex Non-Linear Phenomena with NumPy
In the field of Machine Learning, non-linear phenomena are ubiquitous. Often, people think that...
Master Linear Regression with NumPy: Step-by-Step Guide to Building and Optimizing Your First Model!
Linear regression is a simple yet powerful method in machine learning used to model the relationship...
The Data Understanding Phase: The Key to a Successful Machine Learning Project
As with any IT project, the CRISP-DM method is often adopted to successfully carry out a machine...
Classification in Machine Learning: Understanding the Fundamentals and Practical Applications
Classification, along with regression, is one of the two main tasks of supervised learning in Machine...
Essential Tools for Mastering Data Science and Machine Learning
A good craftsman needs good tools. This is also true in Data Science and Machine Learning. There are...
CRISP-DM: The Essential Methodology for Structuring Your Data Science Projects
As with any IT project, Machine Learning projects need a framework. However, classical methodologies...
Supervised Learning
Imagine you're learning to play a musical instrument. In the beginning, you need constant guidance...
The Data Professions
With the development of Machine Learning, new professions have emerged. There are eight main roles,...