Pinned Repositories
AB-Testing-Ad-campaign-performance-R
An advertising company is running an online ad for a client with the intention of increasing brand awareness. The advertiser company earns money by charging the client based on user engagements with the ad it designed and serves via different platforms. To increase its market competitiveness, the advertising company provides a further service that quantifies the increase in brand awareness as a result of the ads it shows to online users. The main objective of this project is to test if the ads that the advertising company runs resulted in a significant lift in brand awareness.
absenteeism_to_work_prediction
Employees can be absent to work due to many reasons. In this data science project, I used machine learning algorithm on an available dataset to predict if the employee will be absent to to some illness categories and other features.
Caption-project-Unsupervised-anomalies-detection-in-IoT-IIoT-devices-FL
This repository contains the code for the the caption project submitted to be able to graduate in masters of computing.
causal_inference
Work on clients’ data to help it understand the primary causes of unfulfilled requests as well as come up with solutions that recommend drivers locations that increase the fraction of complete orders.
Data-engineer-end-to-end-project-airflow-dbt-soda-bigquery
An end to end data engineering project for loading data into bigquery with airflow, perform transformations using dbt and do data quality check with soday
Data-warehouse--Postgres-Dbt-Airflow
A city traffic department wants to collect traffic data using swarm UAVs (drones) from a number of locations in the city and use the data collected for improving traffic flow in the city and for a number of other undisclosed projects. Your startup is responsible for creating a scalable data warehouse that will host the vehicle trajectory data extracted by analysing footage taken by swarm drones and static roadside cameras. The data warehouse should take into account future needs, organise data such that a number of downstream projects query the data efficiently. You should use the Extract Load Transform (ELT) framework using DBT. Unlike the Extract, Transform, Load (ETL), the ELT framework helps analytic engineers in the city traffic department setup transformation workflows on a need basis.
in-context-learning-LLMs
The world is going through a revolution in art (DALL-E, MidJourney, Imagine, etc.), science (AlphaFold), medicine, and other key areas, and this approach is playing a role in this revolution. .
Machine-Learning-Process-A-Z
The end-to-end process of building a Machine Learning Model.
Refund-by-Location-Smart-Contract
produce an Ethereum based dApp that has both the smart contract tested and deployed in a testnet and a front end that will allow monitoring of the status.
Trading-Engineering_Scalable-Backtesting
Cryptocurrency trading engineering: A scalable back testing infrastructure and a reliable, large-scale trading data pipeline
niyotham's Repositories
niyotham/Refund-by-Location-Smart-Contract
produce an Ethereum based dApp that has both the smart contract tested and deployed in a testnet and a front end that will allow monitoring of the status.
niyotham/Data-warehouse--Postgres-Dbt-Airflow
A city traffic department wants to collect traffic data using swarm UAVs (drones) from a number of locations in the city and use the data collected for improving traffic flow in the city and for a number of other undisclosed projects. Your startup is responsible for creating a scalable data warehouse that will host the vehicle trajectory data extracted by analysing footage taken by swarm drones and static roadside cameras. The data warehouse should take into account future needs, organise data such that a number of downstream projects query the data efficiently. You should use the Extract Load Transform (ELT) framework using DBT. Unlike the Extract, Transform, Load (ETL), the ELT framework helps analytic engineers in the city traffic department setup transformation workflows on a need basis.
niyotham/in-context-learning-LLMs
The world is going through a revolution in art (DALL-E, MidJourney, Imagine, etc.), science (AlphaFold), medicine, and other key areas, and this approach is playing a role in this revolution. .
niyotham/Machine-Learning-Process-A-Z
The end-to-end process of building a Machine Learning Model.
niyotham/AB-Testing-Ad-campaign-performance-R
An advertising company is running an online ad for a client with the intention of increasing brand awareness. The advertiser company earns money by charging the client based on user engagements with the ad it designed and serves via different platforms. To increase its market competitiveness, the advertising company provides a further service that quantifies the increase in brand awareness as a result of the ads it shows to online users. The main objective of this project is to test if the ads that the advertising company runs resulted in a significant lift in brand awareness.
niyotham/absenteeism_to_work_prediction
Employees can be absent to work due to many reasons. In this data science project, I used machine learning algorithm on an available dataset to predict if the employee will be absent to to some illness categories and other features.
niyotham/AI-Programming-with-Python-Nanodegree
This repo contains notebooks and related code for Udacity's Deep Learning with PyTorch lesson. This lesson appears in our AI Programming with Python Nanodegree program.
niyotham/Caption-project-Unsupervised-anomalies-detection-in-IoT-IIoT-devices-FL
This repository contains the code for the the caption project submitted to be able to graduate in masters of computing.
niyotham/causal_inference
Work on clients’ data to help it understand the primary causes of unfulfilled requests as well as come up with solutions that recommend drivers locations that increase the fraction of complete orders.
niyotham/creative_optimization
Computer Vision for Creative Optimisation: KPI maximisation through image analysis
niyotham/Data-engineer-end-to-end-project-airflow-dbt-soda-bigquery
An end to end data engineering project for loading data into bigquery with airflow, perform transformations using dbt and do data quality check with soday
niyotham/Data-Engineering_text-to-speech_data-collection-1
Data Engineering: text-to-speech data collection with Kafka, Airflow, and Spark
niyotham/Trading-Engineering_Scalable-Backtesting
Cryptocurrency trading engineering: A scalable back testing infrastructure and a reliable, large-scale trading data pipeline
niyotham/advance-SQL
Contained course material about advance MySQL function.
niyotham/aws-streaming-app
A Scalable #aws streaming Application for real time reporting.
niyotham/Causal-Inference-Logistic-optimization
Work on clients’ data to help it understand the primary causes of unfulfilled requests as well as come up with solutions that recommend drivers locations that increase the fraction of complete orders.
niyotham/data-engineering-ETL-ibm
extract transform and load and transfrom
niyotham/data-Engineering-zoomcamp
This repo contains homework and notes for the Data Engineering Zoomcamp by Datatalks.Club. Notes for the course. Final project
niyotham/data-structures-algorithms-python.
This repository contains most needed data structures and algorithms needed to get start as python dev
niyotham/datacamp-projects
niyotham/datawarehouse-aws_s3-airflow-dbt
use the Extract Load Transform (ELT) framework using DBT. Unlike the Extract, Transform, Load (ETL), the ELT framework helps analytic engineers in the city traffic department setup transformation workflows on a need basis.
niyotham/dbt-datacamp-course-note
dbt course form datacamp for data analytic engineer
niyotham/javascript-practice
This repository contains code to create a meet up app, twitter clone app, and many more apps. I used React 18, Javascript, HTML CSS.
niyotham/sales-forecasting
pharmaceutical sales prediction for multiple-stores
niyotham/scrapping_projects
This repository contains code to speed up the scrapping process by the use of concurrence.futures python class
niyotham/simple-real-time-voice-command-recognition-Tensorflow
Build your own real-time voice command recognition model with TensorFlow.
niyotham/Smart-contracts-for-educational-certificates
the client is 10 Academy; the client would like to solve the challenge of ensuring that certificates are available to all trainees in a secure way, and (if possible) that certificate holders can benefit from smart contract actions now and in the future. At present, certificates are distributed as simple PDF files, without the ability to verify their authenticity nor can 10 Academy undertake smart actions with the trainees/their contracts.
niyotham/stocks_data_transform
This is in order to add additional stocks data information using dbt.
niyotham/streamlined_data_ingestion_with_pandas
This is a repository for immersive learning, meditation or software development.
niyotham/Traffic-Data-Warehousing
Data Engineering: Data warehouse tech stack with Postgres, DBT, Airflow