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Sayak Paul

Sayak Paul

Data Science Educator | Intel Software Innovator | GDE in ML
Kolkata, India
https://www.sayak.dev/
Training Neural Nets: a Hacker’s Perspective
Deep Learning

Training Neural Nets: a Hacker’s Perspective

This deep dive is all about neural networks - training them using best practices, debugging them and maximizing their performance using cutting edge research.
Sep 20, 2019 26 min read
Becoming One With the Data
Deep Learning

Becoming One With the Data

This article discusses effective ways of handling the data in machine learning projects.
Jul 20, 2019 29 min read
How to plan and execute your ML and DL projects
Deep Learning

How to plan and execute your ML and DL projects

This article gives the readers a checklist to structure their machine learning (applies to deep ones too) projects in effective ways.
Jul 5, 2019 18 min read
An introduction to Q-Learning: Reinforcement Learning
Reinforcement Learning Featured

An introduction to Q-Learning: Reinforcement Learning

Learn about the basic concepts of reinforcement learning and implement a simple RL algorithm called Q-Learning.
May 15, 2019 27 min read
Introduction to K-Means Clustering in Python with scikit-learn
Featured

Introduction to K-Means Clustering in Python with scikit-learn

In this article, get a gentle introduction to the world of unsupervised learning and see the mechanics behind the old faithful K-Means algorithm.
Apr 26, 2019 20 min read
Introduction to Anomaly Detection in Python
Machine Learning

Introduction to Anomaly Detection in Python

Learn what anomalies are and several approaches to detect them along with a case study.
Apr 5, 2019 24 min read
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