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100-pandas-puzzles

100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)

adanet

Fast and flexible AutoML with learning guarantees.

ai_enhanced_911

amazon-forecast-samples

Notebooks and examples on how to onboard and use various features of Amazon Forecast.

amazon-sagemaker-examples

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

aml-due-diligence

Customer Due Diligence - Automated Google Web Scraping for Negative News

aml_real_anonymized_transactions

Using a financial dataset with real anonymized transactions to highlight suspicious activity using machine learning

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

artificial-intelligence-deep-learning-machine-learning-tutorials

A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Automotives, Retail, Pharma, Medicine, Healthcare by Tarry Singh until at-least 2020 until he finishes his Ph.D. (which might end up being inter-stellar cosmic networks! Who knows! 😀)

autokeras

accessible AutoML for deep learning.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-public-datasets

A topic-centric list of HQ open datasets. PR ☛☛☛

awesome-resources

A set of resources on various topics (in the spirit of awseome-lists)

aws-deepracer-workshops

DeepRacer workshop content

aws-devops-essential

In few hours, quickly learn how to effectively leverage various AWS services to improve developer productivity and reduce the overall time to market for new product capabilities.

aws-ml-detection-workshop

This workshop shows how you can use an IP-based machine learning algorithm with Amazon SageMaker to augment and enrich findings from AWS Security services such as Amazon GuardDuty. You'll learn how to load the notebook in SageMaker, train the model, and score findings to determine abnormality of the activity.

aws-security-workshops

A collection of the latest AWS Security workshops

aws-serverless-workshops

Code and walkthrough labs to set up serverless applications for Wild Rydes workshops

babel-fish

bert

TensorFlow code and pre-trained models for BERT

county-medicare-spending

Analysis of Medicare spending by County

cracking-the-data-science-interview

Resources for Oreilly's "Cracking the Data Science Interview" video series.

dask-ec2

Start a cluster in EC2 for dask.distributed

data-protection

Workshop and sample code that builders can use for experiential learning of AWS services that provide data protection. Services such as AWS KMS, AWS ACM, AWS CloudHSM and others will be explored

db-week

Database Week at the AWS Loft

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

deep-painterly-harmonization

Code and data for paper "Deep Painterly Harmonization": https://arxiv.org/abs/1804.03189

deep_learning_object_detection

A paper list of object detection using deep learning.

deepmimic

Motion imitation with deep reinforcement learning.