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Amir Masoud Sefidian
2023-03-26
Categories
Artificial Intelligence
Computer Vision
Data Science
Deep Learning
Keras
Machine Learning
Mathematics
NLP
PyTorch
Tensorflow
Coursera Deep Learning Specialization Notes
3
mins read
A couple of years ago I completed Deep Learning Specialization taught by AI pioneer Andrew Ng. I found this series
[…]
2023-01-11
Categories
Artificial Intelligence
Big Data
Data Science
Machine Learning
NLP
Python
Recommendation Systems
Spark
Time Series
Machine Learning for Big Data using PySpark with real-world projects
10
mins read
Introduction I have prepared a GitHub Repository that provides a set of self-study tutorials on Machine Learning for big data
[…]
2022-12-18
Categories
Artificial Intelligence
Data Science
Machine Learning
Python
How to determine epsilon and MinPts parameters of DBSCAN clustering
9
mins read
Parameters are an important aspect of any data mining task since they have a specific impact on the algorithm’s behavior.
[…]
2022-11-16
Categories
Artificial Intelligence
Bayesian Statistics
Data Science
Machine Learning
Mathematics
Python
Statistics and Probability
Repository for implementation of statistics concepts for Data Science in Python
3
mins read
The field of statistics is becoming increasingly important in the world of data science and machine learning. I have recently
[…]
2022-11-09
Categories
Artificial Intelligence
Machine Learning
Python
Reinforcement Learning
SumTree data structure for Prioritized Experience Replay (PER) explained with Python Code
14
mins read
Weighted sampling from a list-like collection is an important activity in many applications. Weighted sampling involves selecting samples randomly from
[…]
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