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Amit Garg's Projects

ai-engineer-roadmap icon ai-engineer-roadmap

A roadmap describing the required skills, learning resources and sample tools to become an AI Engineer

awesome-system-design-articles icon awesome-system-design-articles

This repository contains System Design articles which are useful during the interview preparation and while learning Distributed Systems

aws-mwaa-local-runner icon aws-mwaa-local-runner

This repository provides a command line interface (CLI) utility that replicates an Amazon Managed Workflows for Apache Airflow (MWAA) environment locally.

beyond-leetcode-sql icon beyond-leetcode-sql

Analysis of SQL Leetcode and classic interview questions. Common pitfalls, anti-patterns and handy tricks are discussed. Sample databases are provided.

bitcoinbook icon bitcoinbook

Mastering Bitcoin 2nd Edition - Programming the Open Blockchain

cheatsheets-ai icon cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers

cmak icon cmak

CMAK is a tool for managing Apache Kafka clusters

data icon data

Data and code behind the stories and interactives at FiveThirtyEight

data-1 icon data-1

An index of all open-source data

data-science-ipython-notebooks icon 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.

data-science-portfolio icon data-science-portfolio

Portfolio of data science projects completed by me for academic, self learning, and hobby purposes.

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