shaguftaazad Goto Github PK

acoustic-bird-detection

Machine learning tools for acoustic bird detection

admission

admission-application

aws-deepracer

Reward function experiments for AWS DeepRacer.

aws-deepracer-womens-league-india-2021

Instructions to the participants of the AWS DeepRacer Women’s League - India 2021 to train and submit a model

bank-churn-prediction

Bank customers churn dashboard with predictions from several machine learning models.

bank-marketing-classification

Bank Marketing Classification using scikit-learn library to train and validate classification models like Logistic Regression, Decision Tree, Random Forest, Naïve Bayes, Neural Network and Support Vector Machine. Also conducted comparative study on the above models when applied on different feature sets obtained via feature selection (Chi-Square Test), feature transformation (Principal Component Analysis) and feature elimination.

bank-marketing-dataset-machine-learning

The purpose of the data, on the other hand, is to predict whether the persons whose information is obtained can obtain a loan from the bank. Various data preprocessing, data analysis, data visualization and data scaling were performed in the project. The data brought into a certain form was finally tested with 5 different machine learning algorithms and selected according to the most appropriate accuracy and f-score ratio.

batche

All codes snippets and datasets

bird-species-classification

Using convolutional neural networks to build and train a bird species classifier on bird song data with corresponding species labels.

bird-species-identification-using-cnn

birddetect

Detecting birdsong using machine learning

birds

Polish bird species recognition - Bird song analysis and classification with MFCC and CNNs. Trained on EfficientNets with final score 0.88 AUC. Women in Machine Learning & Data Science project.

birdsong_recognition

A Flask Application for BirdSongs Recognition

birdsoundrecognition

HMM project

code-hub

code!!!

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

core_python-assignment

deeplearningforaudiowithpython

Code and slides for the "Deep Learning (For Audio) With Python" course on TheSoundOfAI Youtube channel.

deepracer-reward

AWS DeepRacer reward function

deloitte

Let's make this home for all the code snippets of this class!

ensemble-methods-for-image-classification

In this project, I implemented several ensemble methods (including bagging, AdaBoost, SAMME, stacking, snapshot ensemble) for a normal CNN model and Residual Neural Network.

interview-question-data-science-

predicting-success-of-bank-telemarketing

Given the Bank customer relationship data, predict whether a customer will subscribe to a term deposit or not.

python-cheat-sheet

Python for everybody