Data Science

Machine Learning Sklearn Pipeline – Python Example

In this post, you will learning about concepts about machine learning (ML) pipeline and how to build ML pipeline using Python…

2 years ago

Sample Dataset for Regression & Classification: Python

A lot of beginners in the field of data science / machine learning are intimidated by the prospect of doing…

2 years ago

Knowledge Graph Concepts & Machine Learning: Examples

Knowledge graphs and machine learning are two important tools for understanding and making decisions in business. Knowledge graphs can be…

2 years ago

AI / Machine learning (ML) Model Governance Framework

AI / Machine learning (ML) based solutions / applications have become increasingly important in business and industry. However, with the…

2 years ago

Targeted Advertising & Machine Learning: Examples

Targeted advertising is nothing new. Businesses have been using targeted ads for years in order to try and increase sales.…

2 years ago

Linear Discriminant Analysis (LDA) Concepts & Examples

You may have heard of Linear Discriminant Analysis (LDA), but you're not sure what it is or how it works.…

2 years ago

100 Interview Questions for Deep Learning

If you're looking for a job in deep learning, you'll need to be prepared to answer some tough questions. In…

2 years ago

Building Data Analytics Organization: Operating Models

Most businesses these days are collecting and analyzing data to help them make better decisions. However, in order to do…

2 years ago

Who is a Data Scientist? Test your Knowledge

Do you know what a data scientist is? You may think you do, but take this quiz to find out…

2 years ago

Interns – Machine Learning Interview Questions & Answers: Set 1

This page lists down first set of machine learning / data science interview questions and answers for interns / freshers…

2 years ago

Data-centric vs Model-centric AI: Concepts, Examples

There is a lot of discussion around AI and which approach is better: model-centric or data-centric. In this blog post,…

2 years ago

Data Science Architect Interview Questions

In this post, you will learn about interview questions that can be asked if you are going for a data…

2 years ago

Decision Science & Data Science – Differences, Examples

Decision science and Data Science are two data-driven fields that have grown in prominence over the past few years. Data…

2 years ago

Sklearn SimpleImputer Example – Impute Missing Data

In this post, you will learn about how to use Python's Sklearn SimpleImputer for imputing / replacing numerical & categorical missing data using…

2 years ago

Pandas dropna: Drop Rows & Columns with Missing Values

In this blog post, we will be discussing Pandas' dropna method. This method is used for dropping rows and columns…

2 years ago

Spend Analytics Use Cases: AI & Data Science

In this post, you will learn about the high-level concepts of spend analytics in relation to procurement and how data science…

2 years ago