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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
[…]
2022-10-24
Categories
Artificial Intelligence
Data Science
Machine Learning
Python
How to return pandas dataframes from Scikit-Learn transformations: New API simplifies data preprocessing
3
mins read
Scikit-learn, a popular Python library for machine learning, is often one of the first tools introduced to data science beginners.
[…]
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