artificial intelligence

Linear Regression in Machine Learning: Python Examples

Last updated: 15th Dec, 2023 In this post, the linear regression concepts in machine learning is explained with multiple real-life…

11 months ago

R-squared in Linear Regression Models: Concepts, Examples

In linear regression, R-squared (R2) is a measure of how close the data points are to the fitted line. It…

1 year ago

Machine Learning Bias Explained with Examples

In the artificial intelligence (AI) / machine learning (ML) powered world where predictive models have started getting used more often…

2 years ago

Data Science / AI Team Structure – Roles & Responsibilities

Setting up a successful artificial intelligence (AI) / data science or advanced analytics practice or center of excellence (CoE) is…

3 years ago

Pandas – How to Concatenate Dataframe Columns

Quick code sample on how to concatenate the data frames columns. We will work with example of Boston dataset found…

5 years ago

Neural Network Architecture for Text-to-Speech Synthesis

In this post, you would learn about a neural network reference solution architecture which could be used to convert the…

5 years ago

Reverse Image Search using Deep Learning (CNN)

In this post, you will learn about a solution approach for searching similar images out of numerous images matching an…

5 years ago

Why Data Scientists Must Learn Statistics?

In order to understand the need for data scientists to be very good at the statistical concepts, one needs to…

5 years ago

What, When & Why of Regularization in Machine Learning?

In this post, we will try and understand some of the following in relation to regularizing the regression machine learning…

5 years ago

Unit Tests & Data Coverage for Machine Learning Models

This post represents thoughts on what would it look like planning unit tests for machine learning models. The idea is to…

6 years ago

13 Programming Languages used for Machine Learning

In this post, you will learn about different programming languages which can be used to create (train) machine learning models…

6 years ago

Top 5 Machine Learning Introduction Slides for Beginners

In this post, you will get to know a list of introduction slides (ppt) for machine learning. These slides could…

6 years ago

Andrew NG Machine Learning Coursera Videos

In this post, you will get to know the list of Andrew NG Machine Learning Coursera Videos. Here is the information: Youtube…

6 years ago

MIT OCW Machine Learning Courses Information

In this post, you get the information related to MIT OCW machine learning course from MIT OpencourseWare (OCW). They use  Matlab as…

6 years ago

Machine Learning – Insurance Applications Use Cases

In this post, you will learn about some of the following insurance applications use cases where machine learning or AI-powered solution can be applied:…

6 years ago

Guidelines for Creating an Ethical AI Framework

In this post, you will learn about how to create an Ethical AI Framework which could be used in your organization. In case, you…

6 years ago