ghamisi Goto Github PK

ads-assignment-1

ads-assignment-10

ads-assignment-2-3

ads-assignment-4

ads-assignment-5

ads-assignment-6

ads-assignment-7-8

ads-assignment-9

ads_rev_code

bank-loan-default

business-website

data

An index of all open-source data

data-science-classes

datasets

Datasets used in Plotly examples and documentation

final-project-dennis

ghamisi

Config files for my GitHub profile.

homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

ml-assignment-8

IBM-HR-Analytics-Employee-Attrition-Performance dataset from the Kaggle. I have first performed Exploratory Data Analysis on the data using various libraries like pandas,seaborn,matplotlib etc.. Then I have also used feature selection techniques like RFE (a wrapper method )to select the features. The data is then oversampled using the SMOTE technique in order to deal with the imbalanced classes. Also the data is then scaled for better performance. Lastly I have trained many ML models from the scikit-learn library for predictive modelling and compared the performance using Precision, Recall and other metrics .

my_first_ads_project

my_first_repo

paerticular-repo

pandas

Data & Code for my video on the Pandas library of Python

python-trading-robot

A trading robot, that can submit basic orders in an automated fashion using the TD API.

streamlit-example

Example Streamlit app that you can fork to test out share.streamlit.io

tesla_stock_prediction

Using time series analysis and natural language processing to predict Tesla stock price changes

trading-bot