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awesome-data-engineering

A curated list of data engineering tools for software developers

aws

AWS Scripts

aws-iac

data-engineer-handbook

This is a repo with links to everything you'd ever want to learn about data engineering

data-science

Collection of useful data science topics along with articles, videos, and code

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dq

enron

📧 A data engineering exercise

fast-data-dev

Kafka Docker for development. Kafka, Zookeeper, Schema Registry, Kafka-Connect, Landoop Tools, 20+ connectors

interviews

Everything you need to know to get the job.

java-algorithms

java algorithms for interview practices

jsonetl

Json ETL Processing

kats

Kats, a kit to analyze time series data, a lightweight, easy-to-use, generalizable, and extendable framework to perform time series analysis, from understanding the key statistics and characteristics, detecting change points and anomalies, to forecasting future trends.

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

llms-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

ml-course-notes

🎓 Sharing course notes on all topics related to machine learning, NLP, and AI.

optimizing-datavault-on-snowflake

Scripts complement the Optimizing a Data Vault data warehouse on the Snowflake Cloud Data Platform webinar

pg-ai-ml

PG AI/ML

python

Data Structure and Algorithms

python-1

All Algorithms implemented in Python

python-ds

No non-sense and no BS repo for how data structure code should be in Python - simple and elegant.

python-recipes

scala

Projects

scala_projects

Scala functions

spark

sql

SQL

sqldbm-snowflake-hands-on-lab

SqlDBM & Snowflake Data Cloud - Hands-on lab

stream-medical-data

stream ML

system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

tech-interview-handbook

💯 Algorithms study materials, behavioral content and tips for rocking your coding interview