babakbar Goto Github PK

absenteeism-at-work

Exploratory Analysis using graphs, clustering & K-mean

academic-data-shiny

This is a general exploratory analysis for some university students in a specific course. The result is a nice Shiny dashboard and raw data contains 4 csv. files with the information needed. The focus here is to have a better understanding of data using graphs with ggplot2.

analyze-project-01

Basic analyzing for a small Data Set

autospendtracker

An AI-driven tool for managing multi-currency expenses, integrating multiple accounts with Google Sheets using Vertex AI Gemini Pro for real-time transaction tracking and categorization.

babakbar

babakbar.github.io

Personal Portfolio

backend-with-python

Microservices with Python, Flask & Docker - Building an application

breast-cancer-ml

This project aims to predict whether the cancer tumor is malignant or benign using machine learning models.

chatbots

Creating interactive Chatbots - NLP - NLU - Rasa - spaCy - ScikitLearn

daam-retail-distribution

A heavy and complete analysis for a distribution company that is selling plenty of products. This nice report contains various amazing analyses ranging from exploratory analysis, Basket and RFM analysis, and recommendations for the management to help them for decision making.

deepvisions

Some Deep Learning Projects

email-investigation-text-mining

Investigation of the company in fraud in energy bids and scheduling by text analytics, CART, and random forest in R

fifa-predictive-machine-learning

The goal of this report is: -predicting a transformation of the player `Position` variable, -predicting player's market `Value` by predictive machine learning modeling in R with "tidymodels" package.

framingham-hostipal-logistic-reg

Building logistic regression model in R and evaluate probabilities produced by the model based on the target variable: "coronary heart disease CHD in the next 10 years"

landing-first-tech-job

The Art of Landing Your First Tech Job: A Graduate's Tale

ml-fundamental-coding

A repo to practice Data Structures, Algorithms, Statistics and core concepts of Machine Learning (Python)

nlp-base

Practice NLP and relevant libraries, this time in Python. Regular Expressions, Tokenization, Topic Identification, NER, Classifiers

online-retail-dataset

RFM analysis and association rules for an online retail data set.

orixa

an AI agent using LangChain for data analysis and adaptive RAG

qna-chatbot-rasa

A FAQ Chatbot, built and designed to assist prospective PhD at the Doctoral Management Program of the UPC

restaurant-visitor-forecasting

Predict restaurant visitors using linear regression by R & MySQL

sentiment-analysis-adv

Sentiment Analysis in Python

stock-sentiment-analysis-finviz

Scrape news headlines from Finviz for FB and TSLA then apply sentiment analysis to generate investment insight.

students-performance

Executive summary report for students performance at two subjects using R & decision tree approach

supervised-learning-ibm-attrition

In this report, the goal is to predict Attrition by selecting a set of explanatory variables and building a random forest classification tree.

tensorflow-fashion-mnist

texashousing-tidyverse

The main idea is to analyze the dataset and examine the market using graphs.