Creative-Ataraxia/Statistics_and_Probability_Concepts_Cheatsheet
Notes for all 4 courses in the MITx SDS program
I build data pipelines that survive real-world mess: CDC, schema drift, skew, backfills, orchestration, and lakehouse tables.
Repositories
Creative-Ataraxia/Creative-Ataraxia
About me
Creative-Ataraxia/Creative-Ataraxia.github.io
WebGL Portfolio Site
Creative-Ataraxia/Atomized-Tasks-Dataset
a tabular dataset of 6,970 real-world workflows; These workflows are commonly used in SaaS, e-commerce, advertising, marketing, sales, customer support, etc. Each row represents an atomic task: a minimal, reusable workflow component within a larger business process.
Creative-Ataraxia/maybe_finance
The personal finance app for everyone
Creative-Ataraxia/GCP_dataform_warehouse
Creative-Ataraxia/CLV-data-pipeline
Data pipeline for Customer Lifetime Value analysis
Creative-Ataraxia/GA4-Analytical-Pipeline
A fully containerised batch ETL stack that ingests ~5M Google Analytics 4 data, transforms it with Spark, orchestrates the workflow in Airflow, lands data facts/dimensions in Postgres for downstream ML/BI analysis.
Creative-Ataraxia/meeting-assistant
Creative-Ataraxia/eonet-realtime-streaming
Real-time streaming data engineering project; Ingests, transforms, persists, and visualize data about real-time natural events sourced from NASA's eonet APIs; Mapbox data visuals below:
Creative-Ataraxia/airflow
contributing to airflow in the file: airflow/scripts/docker /entrypoint_prod.sh
Creative-Ataraxia/food-costs-estimates-for-remote-cities
A serverless AWS-native data pipeline for estimating the monthly food cost of top digital nomad destinations using international dietary guidelines and local price data.
Creative-Ataraxia/Kaggle_Solutions
My solutions for the featured kaggle competitions I participated in
Creative-Ataraxia/Datacraft
A factory/automation/Education game about building real-world data engineering pipelines!
Creative-Ataraxia/DreamChat
A streamlit App to talk about the dreams you had last night
Creative-Ataraxia/What_NOT_to_do_as_a_startup
What NOT to do as a startup (and Real failed startup lessons!)
Creative-Ataraxia/How_to_get_hired_as_a_Data_person
How you actually have to write your CV/Resume as a Data professional
Creative-Ataraxia/alpaca.cpp
Locally run an Instruction-Tuned Chat-Style LLM
Creative-Ataraxia/catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
Creative-Ataraxia/scikit-learn
scikit-learn: machine learning in Python
Creative-Ataraxia/Creative-Journey
Patterns are everywhere, find them via Machine Learning
Creative-Ataraxia/vivid-landing-page
a study in react three fiber
Creative-Ataraxia/PhilosophyChat
A Chatbot ingested with over 250,000 pages of modern & traditional philosophical texts
Creative-Ataraxia/legacy-portfolio-site
A typical scrolling site with flashy visuals
Creative-Ataraxia/dddance
dance the night away
Creative-Ataraxia/meet-the-team-page
a 'meet the team' page UI component made with R3F
Creative-Ataraxia/roy-portfolio-ception
A portfolio site inside a portfolio site? portfolio-ception!
Creative-Ataraxia/gpt-pilot
Dev tool that writes scalable apps from scratch while the developer oversees the implementation
Creative-Ataraxia/streamlit_test
Creative-Ataraxia/PetaPeta
Hosted: https://creative-ataraxia.github.io/PetaPeta/