Abdullah Faruk Çiftler

Articles & Thought Leadership

Data Science Series

Data Science Notes 1 - Introduction to Machine Learning

Introduction to machine learning concepts and fundamentals.

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Data Science Notes 2 - Machine Learning and Python

Exploring machine learning implementation with Python.

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Data Science Notes 3 - Data Preprocessing

Understanding data preprocessing techniques and their importance.

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Data Science Notes 4 - Feature Scaling / Normalization / Standardization

Deep dive into different scaling techniques in machine learning.

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Data Science Notes 5 - Linear Regression

Understanding linear regression and its applications.

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Data Science Notes 6 - Multiple Linear Regression

Advanced concepts in linear regression with multiple variables.

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Data Science Notes 7 - Polynomial Regression

Understanding polynomial regression and its use cases.

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Data Science Notes 8 - Support Vector Regression

Exploring support vector machines for regression problems.

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Technical Guides

Using Swagger API Testing Interface

Comprehensive guide to using Swagger for API testing.

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Using Portainer

Guide to container management with Portainer.

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RabbitMQ and AMQP Protocol

Understanding message queuing with RabbitMQ and AMQP.

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Product Management Guide

Product Management Guide | Part 1: Industry Introduction Guide for Digital Product Managers

Introduction to product management in the digital industry.

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Product Management Guide | Part 2: Essential Technologies in Product Development

Overview of key technologies needed in modern product development.

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