Analyze employee performance and productivity using SQL and Python. Build HR dashboards to evaluate departmental KPIs, efficiency trends, and workload balance. Generates actionable insights through data visualization and KPI aggregation for business decision-making.
☆32Oct 22, 2025Updated 4 months ago
Alternatives and similar repositories for Employee-Performance-Analytics
Users that are interested in Employee-Performance-Analytics are comparing it to the libraries listed below
Sorting:
- Detect suspicious financial transactions using SQL and Python. Build user-level behavioral features in SQLite, apply Isolation Forest for…☆30Oct 21, 2025Updated 4 months ago
- Detect and classify fraudulent transactions using SQL and Python. Generate behavioral features with SQLite, train a Logistic Regression m…☆34Oct 21, 2025Updated 4 months ago
- A Streamlit-powered machine learning playground that automatically detects classification or regression tasks, builds pipelines with prep…☆22Nov 3, 2025Updated 4 months ago
- End-to-end sentiment analysis of tweets using BERT. Includes preprocessing, training, and evaluation with classification reports, confusi…☆41Sep 17, 2025Updated 5 months ago
- A comprehensive, professional guide explaining the differences, strengths, and best practices of Retrieval-Augmented Generation (RAG) and…☆26Oct 31, 2025Updated 4 months ago
- A long-form article and practical framework for designing machine learning systems that warn instead of decide. Covers regimes vs decimal…☆18Dec 20, 2025Updated 2 months ago
- An end-to-end image captioning project using a CNN encoder (ResNet-50) and LSTM decoder in PyTorch. Includes vocabulary building, preproc…☆46Sep 13, 2025Updated 5 months ago
- Noise Injection Techniques provides a comprehensive exploration of methods to make machine learning models more robust to real-world bad …☆22Nov 15, 2025Updated 3 months ago
- Predict the profitability of potential coffee shop locations using SQL and Python. Combines data engineering with feature-rich regression…☆42Oct 23, 2025Updated 4 months ago
- Customer reviews sentiment analysis with Python and NLP. Generates a synthetic dataset of positive, neutral, and negative reviews, applie…☆27Sep 11, 2025Updated 5 months ago
- Analyze and predict daily productivity using SQL, machine learning, and psychology. This project combines behavioral data, circadian rhyt…☆35Oct 24, 2025Updated 4 months ago
- A professional exploration of reflective analytics, dashboards that evolve through user interaction. This project reimagines BI systems a…☆23Nov 5, 2025Updated 4 months ago
- Customer churn prediction with Python using synthetic datasets. Includes data generation, feature engineering, and training with Logistic…☆27Sep 11, 2025Updated 5 months ago
- An explanation-first HR analytics system that reconstructs why employee exit becomes rational. Instead of predicting attrition, it genera…☆17Dec 18, 2025Updated 2 months ago
- Missing Data Doctor is a diagnostic and treatment toolkit for missing values in machine learning datasets. It profiles missingness patter…☆20Nov 15, 2025Updated 3 months ago
- End-to-end demand forecasting with Python using synthetic time-series sales data. Includes data generation, cleaning, ARIMA/SARIMA model …☆29Sep 11, 2025Updated 5 months ago
- A PyTorch implementation of a Deep Convolutional GAN (DCGAN) trained on MNIST. Includes training scripts, generator & discriminator model…☆30Sep 12, 2025Updated 5 months ago
- Image classification with PyTorch using Convolutional Neural Networks (CNNs). Trains on MNIST with convolution, pooling, and fully connec…☆28Sep 11, 2025Updated 5 months ago
- Python project for Market Basket Analysis. Generates synthetic retail transactions, mines frequent itemsets using Apriori & FP-Growth, de…☆38Oct 16, 2025Updated 4 months ago
- A long-form systems essay arguing that machine learning fails when used as an automated decision-maker in unstable environments. It refra…☆16Dec 18, 2025Updated 2 months ago
- Hybrid AI is the future of explainable intelligence. This article explores how combining vector search, knowledge graphs, and retrieval-a…☆23Nov 1, 2025Updated 4 months ago
- A deep technical article exploring how AI, feature engineering, and static smart-contract analysis uncover rugpull risks before humans de…☆21Nov 19, 2025Updated 3 months ago
- A Streamlit + SQLite + Python dashboard for monitoring content performance KPIs. Tracks impressions, clicks, conversions, CTR, and conver…☆25Oct 28, 2025Updated 4 months ago
- A hands-on project for forecasting time-series with PyTorch LSTMs. It creates realistic daily data (trend, seasonality, events, noise), p…☆27Sep 11, 2025Updated 5 months ago
- A detailed educational article exploring how Streamlit revolutionizes AI app development. Learn how this Python framework bridges the gap…☆24Oct 30, 2025Updated 4 months ago
- A comprehensive deep dive into how Variational Autoencoders (VAEs) learn to generate realistic synthetic tabular data. This project explo…☆22Nov 10, 2025Updated 3 months ago
- Predict stock prices using LSTM networks in PyTorch. This project covers data preprocessing, sliding window creation, model training with…☆40Sep 13, 2025Updated 5 months ago
- I’m Amirhosein Honardoust, a passionate developer and data scientist with experience in Python, PyTorch, deep learning, and machine learn…☆41Feb 27, 2026Updated last week
- Movie recommendation system with Python. Implements content-based filtering (TF-IDF + cosine similarity), collaborative filtering with ma…☆31Sep 11, 2025Updated 5 months ago
- Synthetic sales data analysis with Python. Generate realistic sales transactions, clean and validate data, compute KPIs, and visualize re…☆31Oct 30, 2025Updated 4 months ago
- An explainable AI system that combines Graph Intelligence, Vector Search, and Retrieval-Augmented Generation (RAG) to deliver grounded an…☆26Nov 1, 2025Updated 4 months ago
- A long-form essay exploring the philosophy of minimalist AI, how future intelligent systems can be calm, ethical, and invisible. Inspired…☆24Nov 2, 2025Updated 4 months ago
- Forecast factory is an interactive AI-powered forecasting and simulation tool built with Python, Streamlit, Prophet, and SQL. It enables …☆23Nov 7, 2025Updated 3 months ago
- ☆20Feb 11, 2026Updated 3 weeks ago
- ☆39Feb 1, 2026Updated last month
- A complete NLP and Machine Learning project to detect fake and real news using TF-IDF and Logistic Regression. Includes full training pip…☆53Oct 26, 2025Updated 4 months ago
- Upgraded version of V2 PythonPrograms!☆33Feb 22, 2026Updated last week
- An AI-driven productivity tracking app built with Python, Streamlit, SQLite, and Machine Learning. It logs and analyzes study sessions, p…☆32Nov 20, 2025Updated 3 months ago
- “A simple and interactive C++ Tic-Tac-Toe game with clean console UI, 2-player mode, input validation, and organized game logic. This pro…☆25Feb 22, 2026Updated last week