Ritik Dhame's repositories
Electricity_Demand_and_Price_forecasting
Building Time series forecasting models, including the XGboost Regressor, GRU (Gated Recurrent Unit), LSTM (Long Short-Term Memory), CNN (Convolutional Neural Network), CNN-LSTM, and LSTM-Attention. Additionally, hybrid models like GRU-XGBoost and LSTM-Attention-XGBoost for Electricity Demand and price prediction
Language_Translation_Multiplemodel
Carrying out NMT using simple Encoder-decoder architecture, Attention mechanism, hugging face models
Airline_passengers_prediction
Carry out Time series forecating on the number of International Airline Passengers in units of 1,000 for a given year and month by using various LSTM models.
Automated-Telecom-Customer-Churn-Analysis
AWS Glue & Airflow automate weekly churn analysis pipeline (S3, Redshift) for telco (1M+ customers) with actionable Tableau dashboard (user segmentation, churn reasons, geographical distribution).
Bird-Call-Classification-Using-Deep-Learning
A deep learning model that can detect the presence of capuchin bird calls in audio clips
Dashboard-Projects
A collection of Tableau and Power BI dashboards that draw deep insights into various business use cases
Hindi_Text_Prediction_using_LSTM
Predicting hindi texts based on a charecter level prediction using LSTM models
House_Price_Prediction_with_Pyspark
Predicting House Prices using Linear Regression, Random Forest and GBT Regression
Movie-and-Political-Sentiment-Analysis-with-PySpark
Building a machine learning model using PySpark, TF-IDF, and logistic regression with elastic net regularization to perform sentiment analysis on IMDb rating review data and Tweets
Sales_Dashboard_DBT_Airflow_GCP
This DBT (Data Build Tool) project leverages GCP (Google Cloud Platform) services, specifically Google BigQuery, and Metabase for data transformation, visualization, and Sales Dashboard creation, while also utilizing Soda (Streaming Data Build Tool) for real-time data processing
Stockprice_prediction_LSTM
This project aims to build an Multivariate time series prediction LSTM model to predict the stock price.
Student_score_prediction_app_regression_models
A flask app that predicts student score based on regression models by deployed on AWS beanstock
Realtime-Wheather-Analysis
Building Powerfull realtime Climate analyis pipeline with Climate API, AWS Lambda, Dynamo DB, S3, Snowflake & Power BI