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,�...
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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...
The Recommender Canvas: Everything You Wanted To Know About Recommender System Design & Its Necessity Today
The internet is evolving day by day, and when users shop online, they are flooded with thousands of results, leaving them in a dilemma to choose the best possible product...
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 ...
Optimal Allocation of Ambulances
Our client was an Emergency Response Management organization who handles medical, police and fire emergencies through the ” 1-0-8 Emergency service”. Currentl...
Data Science Learning Path For Complete Beginners
Practical path for learning data science for beginners…. ✅ Step 1 Download and Install Anaconda https://lnkd.in/gWHY_ij ✅ Step 2 a. Learn the basics of Python (...
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...
Real-World Data Science Challenge: When Is “Good Enough” Actually “Good Enough”
Nothing like a devastating catastrophe to bring a bit of reality into the world of IoT and data science. The recent crashes of the new Boeing 737 Max have been attribut...
What is Automated Machine Learning (AutoML)?
What is Automated Machine Learning? Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distri...