Apply recommender system using Spark SVD and Amazon SageMaker
Recommender systems are applied in a variety of industries such as e-commerce, streaming services and others. There are two major techniques used in Recommender systems,�...
Home » You searched for data science
Search Results for: data science
Bayesian Machine Learning
Bayesian Machine Learning (part – 3) Bayesian Modelling In this post we will see the methodology of building Bayesian models. In my previous post I used a Bayesia...
Simplified Logistic Regression
Logistic regression is typically used when the response Y is a probability or a binary value (0 or 1). For instance, the chance for an email message to be spam, based on ...
AI-Generated Rap Songs
I often tell my younger coworkers that the most boring way to start a blog post is, “This post is about …” — unless of course you rap it! Yo! This post is abou...
Bayes Theorem in One Picture
Bayes’ Theorem is a way to calculate conditional probability. The formula is very simple to calculate, but it can be challenging to fit the right pieces into the puzzl...
System Engineering Methodology for Design Improvement (Work in progress…)
A system is an entity that behaves based on the intrinsic characteristics of its components and the external forces that drive these elements to react as a result of thei...
Reinforcement Learning to Reduce Building Energy Consumption
Heating, ventilation, and air conditioning of buildings accounts alone for nearly 40% of the global energy demand [1]. The need for Energy Savings has become increas...
Deep Learning from first principles in Python, R and Octave – Part 1
This article was written by Tinniam V Ganesh. This is the first in the series of posts, I intend to write on Deep Learning. This post is inspired by the Deep Learning...
How to build a deep learning model in 15 minutes
This article was written by Montana Low. An open source framework for configuring, building, deploying and maintaining deep learning models in Python. As Instacart h...
Beginners Guide To Statistical Cluster Analysis
This article was written by Mohammad Sajid. Statistical cluster analysis is an Exploratory Data Analysis Technique which groups heterogeneous objects(M.D.) into ho...