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… Read More »Simplified Logistic Regression
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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”. Currently the organization runs… Read More »Optimal Allocation of Ambulances
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… Read More »Data Science Learning Path For Complete Beginners
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… Read More »AI-Generated Rap Songs
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… Read More »Bayes Theorem in One Picture
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… Read More »Real-World Data Science Challenge: When Is “Good Enough” Actually “Good Enough”
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 distribute… Read More »What is Automated Machine Learning (AutoML)?
EM Algorithm Explained in One Picture
The EM algorithm finds maximum-likelihood estimates for model parameters when you have incomplete data. The “E-Step” finds probabilities for the assignment of data points, based on… Read More »EM Algorithm Explained in One Picture
Top 5 Reasons to Move Enterprise Data Science Off the Laptop and to the Cloud
We live in a world that is inundated with data. Data science and machine learning (ML) techniques have come to the rescue in helping enterprises… Read More »Top 5 Reasons to Move Enterprise Data Science Off the Laptop and to the Cloud
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… Read More »System Engineering Methodology for Design Improvement (Work in progress…)