suraj5424's repositories
Bakery-Sales-Analysis-Dashboard-and-Prediction
Explore bakery sales data and AI predictions with Python. Analyze trends, visualize insights, and model product sales using pandas, matplotlib, and scikit-learn in this comprehensive GitHub repository.
Burger-sales-data-and-report-generator
Automated Burgerking sales data generator in Python. Visualizes sales, ingredient consumption, and KPIs with interactive Plotly charts. Simulates one-year dataset for analysis.
Course-management-sysyem.
A C++ program for university course management, featuring `Course`, `Lecturer`, `Student`, and base `Person` classes. It supports course registration within 3-10 student limits, caters to both internal and external students, and includes a user interface menu. Focuses on object-oriented design, without needing data persistence.
Cuisine-Prediction
An NLP task to predict Cuisine from recipe data, visualize cuisine distribution, train MNB, XGBoost, CNN, and Random Forest models for cuisine prediction, and evaluate performance with accuracy, confusion matrix, and classification report.
Dynamic-Sales-and-Inventory-Dashboard-of-Burgerking
A fully dynamic dashboard visualizing synthetically generated data, providing real-time sales and ingredient consumption insights with interactive elements, peak hours analysis, and customizable views for efficient inventory and sales management.
Game-score-Management-System
Developed a C++ program for managing combat games, transitioning from paper to digital. Features include player data entry, game management, dynamic point allocation, and winner announcement. Utilizes operator overloading for data input/output and comparisons. Designed for up to 6 players, with in-memory data storage during runtime.
Gujarati-Song-Lyrics-Markov-Chain-Generator-
Generate Gujarati song lyrics using Markov chain model. Tokenize lyrics, create transition model, and generate new text. Utilizes NLTK library for tokenization and random selection for variability. Output represents creative continuation of original lyrics.
Library-books-managment
A C++ library management program enables users to enter personal data, borrow, extend, and return books, with menu-driven interface and error handling, promoting efficient library operations.
Movements-from-Skeleton-Data
Predict future movements from skeleton data. Utilize XGBoost classifier on time series of 3D skeleton data for tasks like fall detection or gesture recognition. Preprocess, train, evaluate, and predict for submission.
Predicting-Future-Movements-from-Skeleton-Data
This notebook tackles predicting future movements from skeleton data, crucial for applications like fall detection or gesture recognition. Leveraging deep learning, it preprocesses the dataset, trains a CNN model, evaluates its accuracy, and generates predictions for submission, all in a structured manner.
Protein-sequence-analysis
This notebook does the analysis of a protein sequence dataset in FASTA format. It addresses challenges in data import, alignment, embedding, and classification using bioinformatics tools and machine learning techniques. The solution provides a systematic approach to extract insights from structured data, crucial for bioinformatics research.
ROS-2-integration-with-MIRA-frame-work
"Integrated ROS2 into MIRA-based robot navigation, overcoming errors & hardware challenges. Improved capabilities, set stage for future enhancements. Proficient in ROS2 Nav2 stack & MIRACenter(GUI)."
Sudoku-Puzzle-Identifier-and-Solver
This repository contains a Jupyter Notebook file equipped with code for identifying the position of digits in a Sudoku puzzle and solving it. The notebook implements algorithms for Sudoku puzzle solving, offering a practical tool for enthusiasts and learners alike to explore and understand Sudoku solving techniques. 2-2 METHODS FOR BOTH TASKS.
Product-Management-
C++ program manages product list: add, display, sort by price, and check total items.
Semantic-Data-Processing
Submission for semantic data processing module