Data Inspection
Analysing data This is a data inspection tutorial. When aiming to analyse or modify data, it is always beneficial to...
Understanding Train Test Split Model Validation
Train Test Split Train-test split model validation is a simple and common technique in machine learning. Simply, it evaluates the...
What is Cross Validation in Machine Learning?
What is Cross Validation? Cross validation is a machine learning (statistical) technique, aiming to evaluate how well a model generalises...
What is Gradient Descent in Machine Learning?
What is Gradient Descent? Gradient descent is a fundamental optimisation algorithm. It is used in machine learning to minimise a...
Data Cleaning
Removing duplicates This is a data cleaning tutorial. Data cleaning is a crucial step in the data analysis process to...
What is DevOps? Why Implement DevOps Model in a Corporation
What is DevOps? DevOps refers to development and operations. It is a series of practices and cultural philosophies. Which aims...
Data Loading and Handling
Importing data This is a data loading and handling tutorial. Importing data with Pandas is a very common process, especially...
Understanding Normalization in Machine Learning Model Training
What is Normalization? Within the field of machine learning, normalization is essential as it plays a vital role in the...
Basic Data Operations
Selecting and indexing data This is a basic data operations tutorial. Performing basic data operations such as selecting, indexing, and...
Series and DataFrame
Introduction to Series and DataFrame objects This is a series and dataframe tutorial. Understanding these structures is crucial as they form...