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Projects in Awesome Lists by praveendecode

A curated list of projects in awesome lists by praveendecode .

https://github.com/praveendecode/youtube-data-harvesting-warehousing

Efficient YouTube data harvesting and warehousing with Python, SQL, MongoDB, and Streamlit, enabling seamless analysis and visualization for insightful decision-making in content management and audience engagement strategies

api apiintegration dataanalysis dataharvesting datawarehousing eda mongodb postgres python sql

Last synced: 17 Dec 2024

https://github.com/praveendecode/airbnb_analysis

Airbnb Data Analysis and Visualization project is a comprehensive data exploration and presentation effort. It involves data collection, preprocessing, ETL work, and the creation of an interactive Streamlit user interface. The project aims to provide insights and make Airbnb data more accessible and understandable.

explotary-data-analysis numpy pandas plotly python streamlit streamlit-dashboard tableau tableau-public

Last synced: 09 Feb 2025

https://github.com/praveendecode/product_sentiment_analysis

This project employs NLTK, Prowebscraper, and Python for sentiment analysis on online product reviews. Through web scraping, EDA, and NLP, it evaluates user satisfaction by comparing actual ratings and sentiment scores

data-analysis data-visualization natural-language-processing nltk-python product-analysis python sentiment-analysis

Last synced: 04 Apr 2025

https://github.com/praveendecode/us_hpi_prediction

Explore the dynamics of US home prices over two decades using a robust Random Forest Regressor model. Achieving a 99.87% R2 score, uncover key factors influencing real estate trends

exploratory-data-analysis feature-engineering feature-importance insights model-building model-selection predictive-modeling python usahpi

Last synced: 04 Apr 2025

https://github.com/praveendecode/language_ai

Streamlit-based NLP toolkit: Perform Sentiment Analysis, Translation, Speech Synthesis, Summarization, and Question Answering tasks effortlessly through an interactive UI

huggingface language natural-language-processing python sentiment-analysis specch streamlit-webapp summarization synthesis text-classification texttospeech translation

Last synced: 04 Apr 2025

https://github.com/praveendecode/natural_language_processing

GitHub repository showcasing NLP projects: OCR, summarization, TableQA, question answering, speech and machine translation, synthesis, sentiment analysis, and topic modeling for comprehensive language processing applications

nlp ocr-recognition sentiment-analysis speech-recognition speech-synthesis speech-to-text summarization text-classification

Last synced: 04 Apr 2025

https://github.com/praveendecode/datasets

Machine Learning Datasets

dataset machine-learning

Last synced: 04 Apr 2025

https://github.com/praveendecode/airways-booking-analysis

Analyzed airline booking data to optimize routes, pricing, and passenger experience for improved airline operations and customer satisfaction

classification machine-learning-algorithms macine-learning python random-forest-classifier

Last synced: 04 Apr 2025

https://github.com/praveendecode/docker_ml_nlp_projects

Collection of Machine Learning (ML) and Natural Language Processing (NLP) projects showcasing a range of applications, algorithms, and techniques.

machine-learning machine-learning-algorithms ml-evaluation natural-language-processing python streamlit

Last synced: 04 Apr 2025

https://github.com/praveendecode/credict-card-approval-prediction

This repository for credit card loan approval prediction using machine learning, showcasing data preprocessing, model training, and evaluation. Allows users to predict loan approval status

machine-learning python random-forest-classifier

Last synced: 04 Apr 2025

https://github.com/praveendecode/docker_webapplication

Basic image creation using docker

docker docker-webapp

Last synced: 04 Apr 2025

https://github.com/praveendecode/translate-hub

LANGUAGE TRANSLATOR USNG GOOGLE TRANS API

api googletrans ml model nlp python

Last synced: 04 Apr 2025

https://github.com/praveendecode/docker-credit-card-prediction

Docker Images Creation for Machine learning project for predicting credit card approvals, aiding financial decision-making with data analysis and predictive modeling. Access insights and predictions here.

docker docker-container docker-image dockerfile machine-learning python

Last synced: 04 Apr 2025

https://github.com/praveendecode/speech_to_text_conversion

Python-based Speech-to-Text Conversion : converting live voice into text

Last synced: 04 Apr 2025

https://github.com/praveendecode/talkify

Text To Speech Conversion of natural language

huggingface language-model ml nlp pre-trained-model python

Last synced: 04 Apr 2025

https://github.com/praveendecode/sugar-sense-ai

Diabetes Prediction: Leveraging machine learning, clinical data, and demographics to build predictive models. Interactive web app powered by Streamlit. Explore factors affecting health

Last synced: 04 Apr 2025

https://github.com/praveendecode/docker

Implemented real-world ML and NLP applications as Docker images, ensuring portability and scalability for seamless deployment and execution in diverse computing environments

deployment docker docker-compose docker-image docker-swarm dockerfile machine-learning natural-language-processing python

Last synced: 04 Apr 2025

https://github.com/praveendecode/summarixai

Summarization of natural language context

huggingface ml nlp python summarization

Last synced: 04 Apr 2025

https://github.com/praveendecode/token2vec

Textual data into Vector using Word2Vec

natural-language-processing python word2vec

Last synced: 04 Apr 2025

https://github.com/praveendecode/text2vec

Textual data into Vector Using Term Frequency and Inverse Document Frequency

natural-language-processing python word2vec

Last synced: 04 Apr 2025

https://github.com/praveendecode/spotify-popularity-predictor

Built a regression model to predict the popularity of Spotify songs based on various audio and metadata features.

python regression-models spotify

Last synced: 04 Apr 2025

https://github.com/praveendecode/spamalyzer

Spam Message Detection Using NLP

ml mlmodel nlp python

Last synced: 04 Apr 2025

https://github.com/praveendecode/imdb_movie_analysis

IMDB Movie Analysis

Last synced: 04 Apr 2025

https://github.com/praveendecode/tabulaqa

Table Based Question And Answering System

huggingface pre-trained-model python tableqa

Last synced: 04 Apr 2025

https://github.com/praveendecode/querygenie

Q&A System Based On User Context

hugging-face ml nlp python

Last synced: 04 Apr 2025

https://github.com/praveendecode/retail-grocery-industry

Explore Gala Groceries' data-driven journey from EDA to ML production in partnership with Cognizant. Optimizing perishable item stocking

classification exploratory-data-analysis machine-learning-algorithms ml mlmodel production python random-forest-classifier

Last synced: 04 Apr 2025

https://github.com/praveendecode/ml_nlp_projects

Showcasing a mix of Machine Learning (ML) and Natural Language Processing (NLP) projects to highlight my skills in different applications, algorithms, and techniques

application machine-learning machine-learning-algorithms natural-language-processing sentiment-analysis speech-recognition speech-synthesis speech-to-text text-classification

Last synced: 04 Apr 2025

https://github.com/praveendecode/cardiosense_ai

Predicting heart disease risk using machine learning with clinical and demographic features and explore the factors influencing heart health and build predictive models.

Last synced: 04 Apr 2025

https://github.com/praveendecode/docker-iris-ml-app

This repository hosts a Docker image for Iris flower classification. Deploy and run the machine learning model in a containerized environment for efficient and reproducible predictions.

classification iris-dataset machine-learning-algorithms python

Last synced: 04 Apr 2025

https://github.com/praveendecode/docker-rfs

These visuals predict weekly sales prices for the upcoming year, serving as a valuable tool for forecasting

containers docker docker-image dockerfile python

Last synced: 04 Apr 2025

https://github.com/praveendecode/data_science_projects

Executed diverse ML and NLP initiatives, implementing robust data pipelines, thorough data analysis, and seamless Docker projects. Demonstrated versatility in handling complex tasks, ensuring successful project outcomes

dataanalysis datapipeline docker machine-learning natural-language-processing

Last synced: 04 Apr 2025

https://github.com/praveendecode/smart-predictive-modeling-for-rental-property-prices

Predict rental prices for residential properties using a data-driven model. The project focuses on providing accurate and reliable rent predictions based on historical rental data and property attributes.

machine-learning matplotlib modeling pycaret python rentalsystem seaborn

Last synced: 04 Apr 2025

https://github.com/praveendecode/data-analysis

Implemented data analysis projects with interactive Streamlit UI for user-friendly data exploration and insights presentation

data data-science dataanalysis exploratory-data-analysis insights python streamlit-dashboard tableau tableau-public

Last synced: 04 Apr 2025

https://github.com/praveendecode/term_load_predictor

Classification model to predict which clients are more likely to subscribe to their term deposits

classification colab-notebook ml python

Last synced: 04 Apr 2025

https://github.com/praveendecode/promptiq

Effortlessly perform sentiment analysis, translation, speech synthesis, summarization, and Q&A tasks with an interactive UI using prompt engineering

chainofthought few-shot-learning prompt-engineering promting-techniques python streamlit-webapp zeroshot-learning

Last synced: 04 Apr 2025

https://github.com/praveendecode/iitm_ml_project

Designed an end-to-end ML model pipeline, forecasting department-wide sales by accounting for holiday markdown effects, spanning data collection to inferencing.

azure deployments docker dockerimage featureimportance machine-learning-algorithms modelbuilding python regression

Last synced: 04 Apr 2025

https://github.com/praveendecode/supervised-learning-playground

"Welcome to the Supervised Learning Playground! This repository offers curated datasets, interactive Google Colab Notebooks to enhance your skills in the world of supervised machine learning."

Last synced: 04 Apr 2025

https://github.com/praveendecode/data_pipeline

Implemented ETL projects with interactive Streamlit UI for user-friendly data extraction, transformation, and loading tasks

data-harvesting data-warehousing database database-management extract-transform-load mysql postgresql python

Last synced: 04 Apr 2025

https://github.com/praveendecode/iss-data-warehouse-mongodb-sql-project

Space Exploration Data Fusion : Unleashing the International Space Station Insights with MongoDB and SQL Integration

database dataharvesting datawarehousing etl-pipeline iss mongodb postgresql python sql streamlit-webapp

Last synced: 04 Apr 2025

https://github.com/praveendecode/retail-revenue-forecasting

Designed an end-to-end ML model pipeline, forecasting department-wide sales by accounting for holiday markdown effects, spanning data collection to inferencing.

azure collection data datapreprocessing docker exploratory-data-analysis feature-engineering featureimportance model modelbuilding modeldeployment modelselction python report tableau

Last synced: 04 Apr 2025

https://github.com/praveendecode/bizcardx

Utilize OCR for business card data extraction. Present in interactive Streamlit UI. Optimize storage in PostgreSQL for efficient data management.

image-processing mongodb ocr-recognition postgresql python streamlit-webapp textdetection textextraction

Last synced: 04 Apr 2025

https://github.com/praveendecode/industrial_copper_modeling

Enhance data analysis and machine learning skills in the 'Industrial Copper Modeling' project. Tackle complex sales data challenges, employ regression models for pricing predictions, and master lead classification for targeted customer solutions

classification exploratory-data-analysis googlecolaboratory hyperparameter-tuning machine-learning python regression streamlit-webapp

Last synced: 04 Apr 2025

https://github.com/praveendecode/phonepe_pulse

Phonepe Pulse Data Visualization and Exploration: A User-Friendly Tool Using Streamlit and Plotly

data-visualization dataanalysis financial-analysis mongodb postgres python sql streamlit-dashboard

Last synced: 04 Apr 2025

https://github.com/praveendecode/azure-data-factory-data_transformation

This project leverages Azure Data Factory to transform sales data from multiple rows into a columnar format, enhancing data analysis and reporting by pivoting product sales information based on unique IDs.

azure azure-blob-container azure-blob-storage azure-data-factory azure-storage-account data-transformation

Last synced: 28 Mar 2025

https://github.com/praveendecode/java_pattern_problems

Different types of pattern problems (source code)

Last synced: 04 Apr 2025