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40-algorithms-every-programmer-should-know

40 Algorithms Every Programmer Should Know, published by Packt

a-smattering-of-nlp-in-python

A very brief introduction to Natural Language Processing programming in Python

accelerated-data-lake

A packaged Data Lake solution, that builds a highly functional Data Lake, with a data catalog queryable via Elasticsearch

active-learning

advanced-nlp-projects-with-tensorflow-2.0

ahp

Analytical Hierarchy Process (AHP) with R

algorithmic-trading-with-python

Source code for Algorithmic Trading with Python (2020) by Chris Conlan

amazon-personalize-data-conversion-pipeline

Sample data conversion pipeline for importing data into Amazon Personalize.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

amazon-serverless-datalake-workshop

A workshop demonstrating the capabilities of S3, Athena, Glue, Kinesis, and Quicksight.

anonymize-it

a general utility for anonymizing data

apexe3-api

APEX:E3 API - Providing Digital Asset Analytics for algorithmic trading & analysis

applied-machine-learning-in-python

Solutions to the 'Applied Machine Learning In Python' Coursera course exercises

approachingalmost

Approaching (Almost) Any Machine Learning Problem

arcgis-cookbook

Chef cookbooks for ArcGIS

arcgis-python-api

Documentation and samples for ArcGIS API for Python

awesome-bert-nlp

A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.

aws-cloudfront-samples

Samples for use of AWS CloudFront, including Lambda functions, and SDK usage examples.

aws-data-lake-solution

A deployable reference implementation intended to address pain points around conceptualizing data lake architectures that automatically configures the core AWS services necessary to easily tag, search, share, and govern specific subsets of data across a business or with other external businesses.

aws-data-wrangler

Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

aws-etl-orchestrator

A serverless architecture for orchestrating ETL jobs in arbitrarily-complex workflows using AWS Step Functions and AWS Lambda.

aws-glue-libs

AWS Glue Libraries are additions and enhancements to Spark for ETL operations.

aws-glue-pyspark-etl-job

A Pyspark job to handle upserts, conversion to parquet and create partitions on S3

aws-glue-samples

AWS Glue code samples

aws-lambda-unzip-py

AWS Lambda function to extract zip files uploaded to S3

aws-secrets-manager-ssh-key-rotation

Secrets Manager - Lambda rotation function for SSH Keys

azure-databricks-administration---terraform-etl-workflow

Automate cluster administration via Terraform

bayesian-optimization

Bayesian Optimization algorithms with various recent improvements

bert

TensorFlow code and pre-trained models for BERT

binance-trade-bot

Automated cryptocurrency trading bot