2023-03-26

Coursera Deep Learning Specialization Notes

3 mins readA couple of years ago I completed Deep Learning Specialization taught by AI pioneer Andrew Ng. I found this series […]
2023-01-11

Machine Learning for Big Data using PySpark with real-world projects

10 mins readIntroduction I have prepared a GitHub Repository that provides a set of self-study tutorials on Machine Learning for big data […]
2022-12-18

How to determine epsilon and MinPts parameters of DBSCAN clustering

9 mins readParameters are an important aspect of any data mining task since they have a specific impact on the algorithm’s behavior. […]
2022-11-16

Repository for implementation of statistics concepts for Data Science in Python

3 mins readThe field of statistics is becoming increasingly important in the world of data science and machine learning. I have recently […]
2022-11-09

SumTree data structure for Prioritized Experience Replay (PER) explained with Python Code

14 mins readWeighted sampling from a list-like collection is an important activity in many applications. Weighted sampling involves selecting samples randomly from […]