Mukhtaar Ismail's repositories
datascience-box
Data Science Course in a Box
2018-CS109A
Repository for CS109A Fall 2018
Bankruptcy-Prediction
Mining the Polish Bankruptcy Data
business-machine-learning
A curated list of practical business machine learning (BML) and business data science (BDS) applications for Accounting, Customer, Employee, Legal, Management and Operations (by @firmai)
Capital-Asset-Pricing-model
Implementation of the Capital Asset Pricing Model (CAPM) in Python. Calculate beta, alpha, and expected returns for a portfolio, with Streamlit UI for interactive analysis using Yahoo Finance data.
coursera-deep-learning-specialization
Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
FinanceOps
Research in investment finance with Python Notebooks
financial-machine-learning
A curated list of practical financial machine learning tools and applications.
intership-data-analysis-forage-using-R
This virtual experience program involves analysing chip purchases at supermarkets. The aim of this project was to evaluate different customers' purchasing behaviours and the performance of trial stores with a new layout to provide insights of customer preferences to the client and a recommendation of whether the trial has been successful.
Sales_data-analysis-project
This repository contains a Python project for analyzing sales data and deriving valuable insights.
Financial_Analysis_Using_Python_and_ML_Libraries
This repository has been created as part of my Udemy Course learning "Python & Machine Learning for Financial Analysis" by Dr. Ryan Ahmed.
FinML
Financial Machine Learning
Google-Fiber-Customer-Service-Project
For the Google Business Intelligence Professional Certificate, this is my final project. Google instructors offer the Google Fiber Customer Service dataset, which is used in the final project to create a dashboard.
handson-ml3
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.
lendingclub
Data pre-processing and classification on lending club data
Online-Retail-Project
Online Retail Exploratory Data Analysis with Python Project
Product_Analysis-
This project aims to analyze the profitability of products sold in a departmental store during May 2020, a period significantly impacted by the COVID-19 pandemic. By examining sales patterns, customer preferences, and profitability metrics, the objective is to identify which products are more profitable for strategic decision making.
python-business-analytics
Python solutions to solve practical business problems.
Python-for-Finance-Capital-Asset-Pricing-Model-CAPM-
This project's goal is to assist in comprehending and using the CAPM in practical situations. The relationship between systematic risk and expected return for assets, especially stocks, is described by the Capital Asset Pricing Model (CAPM), a fundamental idea in finance.
Real-State-Price-Prediction
This project build a linear regression model to predict Real Estate prices in Seattle city. During data preparing, I handled data issues like cardinality, collinearity, leakage, and outliers. In addition, I improved model performance by reducing overfitting.