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40 Algorithms Every Programmer Should Know, published by Packt
A very brief introduction to Natural Language Processing programming in Python
A packaged Data Lake solution, that builds a highly functional Data Lake, with a data catalog queryable via Elasticsearch
Analytical Hierarchy Process (AHP) with R
Source code for Algorithmic Trading with Python (2020) by Chris Conlan
Sample data conversion pipeline for importing data into Amazon Personalize.
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
A workshop demonstrating the capabilities of S3, Athena, Glue, Kinesis, and Quicksight.
a general utility for anonymizing data
APEX:E3 API - Providing Digital Asset Analytics for algorithmic trading & analysis
Solutions to the 'Applied Machine Learning In Python' Coursera course exercises
Approaching (Almost) Any Machine Learning Problem
Chef cookbooks for ArcGIS
Documentation and samples for ArcGIS API for Python
A curated list of NLP resources focused on BERT, attention mechanism, Transformer networks, and transfer learning.
Samples for use of AWS CloudFront, including Lambda functions, and SDK usage examples.
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.
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).
A serverless architecture for orchestrating ETL jobs in arbitrarily-complex workflows using AWS Step Functions and AWS Lambda.
AWS Glue Libraries are additions and enhancements to Spark for ETL operations.
A Pyspark job to handle upserts, conversion to parquet and create partitions on S3
AWS Glue code samples
AWS Lambda function to extract zip files uploaded to S3
Secrets Manager - Lambda rotation function for SSH Keys
Automate cluster administration via Terraform
Bayesian Optimization algorithms with various recent improvements
TensorFlow code and pre-trained models for BERT
Automated cryptocurrency trading bot
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.