nitsourish

car-damage-detection-using-CNN

Automated car damage detection using Instance Segmentation(Mask R-CNN)

CNN-automated-Feature-Extraction

This repository consists code for the feature creation from structured data using CNN technique, along with input data and output data

hybrid_recommendation_engine

Mix of MF and CF(Item similarity) based approach

ML_Algorithm_fundamental

ML Algorithm implementation from scrach

Neural-Style-Transfer-on-video-data

Neural Style Transfer-Real Time Video Augmentation

nlp_classification

This jupyter notebook contains deep dive in the service description data to do data discovery, exploratory analysis and build multiclass classifier to predict correct serviceid category:¶

NLP_serviceID

contains deep dive in the to do data discovery, exploratory analysis and build multiclass classifier to predict correct serviceid category

Real-Time-Fraud-Detection

This solution contains Real Time Fraud Detection with jupyter notebook , python scripts, table creation in postgresql(PG) database,subsequent loading with data,data retrieving, deep dive in the data provided for Revolut challenge to do data preparation,feature engineering, exploratory analysis and build ML classification model to predict propensity to fraud in user level and action against each user. Throughout this notebook we will mainly do following task(Not always in the order)

TF2_callbacks-

TensorFlow 2.0 Custom Callback in Practice:An Utility for Data Products

Video-content-analysis

Deep Learning approach to Calculate the Screen Time of Actors in any Video (with Python codes)

nitsourish/car-damage-detection-using-CNN

Automated car damage detection using Instance Segmentation(Mask R-CNN)

nitsourish/CNN-automated-Feature-Extraction

This repository consists code for the feature creation from structured data using CNN technique, along with input data and output data

nitsourish/Neural-Style-Transfer-on-video-data

Neural Style Transfer-Real Time Video Augmentation

nitsourish/hybrid_recommendation_engine

Mix of MF and CF(Item similarity) based approach

nitsourish/Video-content-analysis

Deep Learning approach to Calculate the Screen Time of Actors in any Video (with Python codes)

nitsourish/Real-Time-Fraud-Detection

This solution contains Real Time Fraud Detection with jupyter notebook , python scripts, table creation in postgresql(PG) database,subsequent loading with data,data retrieving, deep dive in the data provided for Revolut challenge to do data preparation,feature engineering, exploratory analysis and build ML classification model to predict propensity to fraud in user level and action against each user. Throughout this notebook we will mainly do following task(Not always in the order)

nitsourish/ML_Algorithm_fundamental

ML Algorithm implementation from scrach

nitsourish/nlp_classification

This jupyter notebook contains deep dive in the service description data to do data discovery, exploratory analysis and build multiclass classifier to predict correct serviceid category:¶

nitsourish/NLP_serviceID

contains deep dive in the to do data discovery, exploratory analysis and build multiclass classifier to predict correct serviceid category

nitsourish/active_learning_exploration

nitsourish/bolt_ride_value_prediction

End end implementation including containerized deployment

nitsourish/delivery_hero_marketing-case

nitsourish/dockerized-model-training

model training and inference in docker container

nitsourish/fairlearn_streamlit

Streamlit application with fairlearn

nitsourish/FashionImageEmbeddingsSimilarityCaption

Fashion Image Embeddings

nitsourish/git-commands-you-should-know-3021325

8 Git Commands You Should Know

nitsourish/github-actions-course-resources

Resources (code, slides) for our GitHub Actions course (https://acad.link/gh-actions)

nitsourish/ImageCaptionStreamlit

A generic image captioning app using LLM-CV framework

nitsourish/mlops-on-gcp

gcp-mlops

nitsourish/mmm_stan

Python/STAN Implementation of Multiplicative Marketing Mix Model, with deep dive into Adstock (carry-over effect), ROAS, and mROAS

nitsourish/neptune-action-cIcd

Continuous Integration with GitHub Actions and Neptune

nitsourish/New-Yorker-case-study

nitsourish/nitsourish

About Me

nitsourish/nlp_api_cicd_docker

Complete demonstration of creating NLP API with CICD workflow to build and push image to Docker registry

nitsourish/Recommender_system_via_deep_RL

The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling by Liu et al.

nitsourish/time_series_forecast

Different advanced methodologies for time series forecasting

nitsourish/ubuntu-wsl2-systemd-script

Script to enable systemd support on current Ubuntu WSL2 images [Unsupported, no longer updated]

nitsourish/Verve-Group_Case-Study

Verve Group Data Science Case Study

nitsourish/aws-codepipeline-lab-repo

Cloud lab resources for the " Working with AWS CodeBuild, CodeDeploy, and CodePipeline" lab on Educative.

nitsourish/deploy_MLModel

ML model