machine learning

Beta Distribution Example for Cricket Score Analysis

This post represents a real-world example of Binomial and Beta probability distribution from the sports field. In this post, you will learn about how the run…

4 years ago

How to Print Unique Values in Pandas Dataframe Columns

A quick post representing code sample on how to print unique values in Dataframe columns in Pandas. Here is a…

4 years ago

Pandas – How to Extract Month & Year from Datetime

This is a quick post representing code sample related to how to extract month & year from datetime column of…

4 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…

4 years ago

Difference between Machine Learning & Traditional Software

In this post, we will understand what are some of the key differences between machine learning models and traditional/conventional software.…

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

When not to use F-Statistics for Multi-linear Regression

In this post, you will learn about the scenario in which you may NOT want to use F-Statistics for doing the hypothesis…

5 years ago

Machine Learning – Cloud-native Model Deployments

In this post, we are going to learn about the cloud-native machine learning model deployments.  Cloud-native Deployments First and foremost,…

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…

5 years ago

Machine Learning Cheat sheet (Stanford)

Here is a great set of cheat sheet on some of the following topics: Supervised learning Unsupervised learning Deep learning…

5 years ago

Machine Learning Models used in Facebook

This post quickly represents machine learning projects and related machine learning models. The above diagram represents the usage of the…

5 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…

5 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…

5 years ago