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Basic Concept of Classification (Data Mining)

Data Mining: Data mining in general terms means mining or digging deep into data which is in different forms...

Basic Concept of Classification (Data Mining)

Data Mining: Data mining in general terms means mining or digging deep into data which is in different forms...

Getting started with Classification

Introduction As the name suggests, Classification is the task of “classifying things” into sub-categories.But, by a machine! If that...

Getting started with Classification

Introduction As the name suggests, Classification is the task of “classifying things” into sub-categories.But, by a machine! If that...

One Hot Encoding of datasets in Python

Sometimes in datasets, we encounter columns that contain numbers of no specific order of preference. The data in the...

One Hot Encoding of datasets in Python

Sometimes in datasets, we encounter columns that contain numbers of no specific order of preference. The data in the...

Label Encoding of datasets in Python

In machine learning, we usually deal with datasets which contains multiple labels in one or more than one columns....

Label Encoding of datasets in Python

In machine learning, we usually deal with datasets which contains multiple labels in one or more than one columns....

Feature Scaling – Part 2

Feature Scaling is a technique to standardize the independent features present in the data in a fixed range. It...

Feature Scaling – Part 2

Feature Scaling is a technique to standardize the independent features present in the data in a fixed range. It...

Feature Scaling – Part 1

Feature Scaling is a technique to standardize the independent features present in the data in a fixed range. It...

Feature Scaling – Part 1

Feature Scaling is a technique to standardize the independent features present in the data in a fixed range. It...

Data Cleansing

Data cleaning is one of the important parts of machine learning. It plays a significant part in building a...

Data Cleansing

Data cleaning is one of the important parts of machine learning. It plays a significant part in building a...

Data Preprocessing for Machine learning in Python

• Pre-processing refers to the transformations applied to our data before feeding it to the algorithm. • Data Preprocessing...

Data Preprocessing for Machine learning in Python

• Pre-processing refers to the transformations applied to our data before feeding it to the algorithm. • Data Preprocessing...

Generate test datasets for Machine learning

Whenever we think of Machine Learning, the first thing that comes to our mind is a dataset. While there...

Generate test datasets for Machine learning

Whenever we think of Machine Learning, the first thing that comes to our mind is a dataset. While there...