Projects in Awesome Lists by amoghkori
A curated list of projects in awesome lists by amoghkori .
https://github.com/amoghkori/google-ads-optimization
Advanced algorithm development for revenue maximization and enhanced conversion value in Google Ads expenditure, achieving a 15% increase in lead conversions while reducing costs
analystics data-cleaning data-modeling data-preprocessing data-visualization data-wrangling exploratory-data-analysis feature-engineering microsoft-excel model-deployment model-selection optimization-algorithms powerbi statistical-analysis
Last synced: 17 Mar 2025
https://github.com/amoghkori/sensor-fault-detection
Fault detection caused by APS (Air pressure System) in heavy duty vechicles
Last synced: 17 Mar 2025
https://github.com/amoghkori/effect-of-box-office-on-unemployment
Data preparation and cleaning process for movie ratings and reviews dataset and US unemployment rate dataset, involving an 8-step data wrangling process to create an Analytic Base Table (ABT) structure, emphasizing data structuring techniques, cleaning for outliers and missing values, and the importance of accurate and reliable data for analysis.
data-analysis data-cleaning data-preprocessing data-validation data-wrangling model-selection
Last synced: 17 Mar 2025
https://github.com/amoghkori/data-analysis-using-algebraic-and-geometric-methods-in-statistics
This project utilizes algebraic and geometric methods in statistics to analyze real-life data using R. It involves conducting various statistical tests, creating Bayesian network graphs, employing linear regression models, and evaluating model fit.
data-interpretation data-visualization graphical-models linear-regression model-evaluation rprogramming statistical-analysis
Last synced: 17 Mar 2025
https://github.com/amoghkori/deeplabcut-package-for-animal-pose-estimation
DeepLabCut Mouse Location Prediction: Training a deep neural network to predict the location of a mouse using annotated joint positions.
data-analysis data-annotations data-preprocessing deep-learning machine-learning model-evaluation python-programming research research-project
Last synced: 17 Mar 2025
https://github.com/amoghkori/drowsiness-detection-system-with-emotion-analysis-for-improved-vehicle-experience
A drowsiness detection system with emotion analysis for motor vehicles, enhancing safety by alerting drivers when they are drowsy and providing a personalized in-cabin experience based on their emotions.
computer-vision data-preprocessing deep-learning facial-recognition machine-learning
Last synced: 17 Mar 2025
https://github.com/amoghkori/predicting-the-success-of-falcon-9-rocket-landings
Predictive algorithms for determining the success of Falcon 9 first-stage landing, enabling informed bidding strategies for rocket launch startups.
data-collection data-wrangling exploratory-data-analysis exploratory-data-visualizations machine-learning-algorithms model-selection predictive-modeling web-scraping
Last synced: 17 Mar 2025
https://github.com/amoghkori/deep-learning-projects
Deep Leaning Technique in steganography with multimedia network security
Last synced: 17 Mar 2025
https://github.com/amoghkori/working-with-apache-spark-mllib
Implemented Apache Spark MLLib to analyze a large car dataset, predict car selling prices, and gain insights into the car market.
amazon-web-services data-analysis data-visualization exploratory-data-analysis linear-regression machine-learning model-selection pyspark python random-forest sagemaker spark
Last synced: 17 Mar 2025
https://github.com/amoghkori/retail_data_analysis
Retail data analysis pipeline utilizing AWS S3, Snowflake, Python, SQL, and Tableau. It demonstrates data transformation and setup in Jupyter Notebook, integrates real-time retail insights via an automated Tableau dashboard with Snowflake, and employs a CRON job in Jupyter Lab connected to Amazon SQS for consistent data updates.
aws-s3 awssqs cronjob jupyter-notebook plpgsql snowflake snowpipe sql tableau
Last synced: 26 Feb 2025