Zahra Amini's repositories
FFCVS_Dec2024
Python & Deep Learning Solving Exercises
aminizahra
My personal repository
12_Python_Seaborn_Module
Seaborn is one of the go-to tools for statistical data visualization in python. It has been actively developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and documentation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data.
Hands-On-Machine-Learning
Filagar scholarship taught by me and teaching assistant Marzie Taheri
cs231n.github.io
Public facing notes page
Data-Analysis-Python
This covers all the basic fundamentals of data analysis with Python and Pandas. All codes and visualization results can be found.
Evolutionary-Computing
Here I put the codes I encountered while studying this lesson or my homework that I have to hand to my teacher.
Pattern-recognition
Here I put the codes I encountered while studying this lesson or my homework that I have to hand to my teacher.
SQL-Queries-AdventureWorks
Some queries on the AdventureWorks2019 database
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
handson-ml2
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Machine-Learning-for-Algorithmic-Trading-Second-Edition
Code and resources for Machine Learning for Algorithmic Trading, 2nd edition.
matplotlib-gallery
Examples of matplotlib codes and plots
My-Kaggle-s-Notebooks_Filoger-Boot-Camp-03
These notebooks belong to the third boot camp of Filager.
Skin-Detection
Boosting Evaluation