PraveenAnantharaman

ai-fundamentals

Code samples for AI fundamentals

AIbusiness

AI for business

aind2-cnn

AIND Term 2 -- Lesson on Convolutional Neural Networks

amazon-ecs-mythicalmysfits-workshop

A tutorial for developers who want to learn about how to containerized applications on top of AWS using AWS Fargate. You will build a sample website that leverages infrastructure as code, containers, CI/CD, and more! If you're planning on running this, let us know @ aws-mythical-mysfits@amazon.com. At re:Invent 2018, these sessions were run as CON214/CON321/CON322.

amazon-efs-tutorial

This tutorial is designed to help you better understand the performance characteristics of Amazon Elastic File System

amazon-sagemaker-mlops-workshop

Machine Learning Ops Workshop with SageMaker: lab guides and materials.

amazon-sagemaker-to-aws-lambda-pipeline-blogpost

In this post, we will discuss how to implement an automatic pipeline to deploy your model trained with SageMaker to an AWS Lambda. You will find a demo regarding how to integrate these two services

asynchronous-messaging-workshop

The Asynchronous Messaging Workshop is a collection of individual labs covering different aspects and patterns of asynchronous messaging.

automated-incident-response-with-ssm

nd064-c2-message-passing-exercises

PraveenAnantharaman/nd063-c2-design-for-availability-resilience-reliability-replacement-project-starter-template

PraveenAnantharaman/awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

PraveenAnantharaman/TensorFlow-Examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

PraveenAnantharaman/ud120-projects

Starter project code for students taking Udacity ud120

PraveenAnantharaman/material-components-android-examples

Companion example apps and code for MDC-Android.

PraveenAnantharaman/Practical-Deep-Learning-Book

Official code repo for the O'Reilly Book - Practical Deep Learning for Cloud, Mobile & Edge

PraveenAnantharaman/stat453-deep-learning-ss20

STAT 453: Intro to Deep Learning @ UW-Madison (Spring 2020)

PraveenAnantharaman/gym

A toolkit for developing and comparing reinforcement learning algorithms.

PraveenAnantharaman/data-science-blogs

A curated list of data science blogs

PraveenAnantharaman/eng-practices

Google's Engineering Practices documentation

PraveenAnantharaman/deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

PraveenAnantharaman/manning-aws-lambda-in-motion

Code for the Manning video course "Production-Ready Serverless: Operational Patterns and Practices"

PraveenAnantharaman/dialogflow-python-client-v2

Python client for Dialogflow: Design and integrate a conversational user interface into your applications and devices.

PraveenAnantharaman/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

PraveenAnantharaman/AIbusiness

AI for business

PraveenAnantharaman/Data-science-best-resources

Carefully curated resource links for data science in one place

PraveenAnantharaman/machine-learning

Content for Udacity's Machine Learning curriculum

PraveenAnantharaman/intro-to-terraform

Sample code for the blog post "An Introduction to Terraform"

PraveenAnantharaman/NLP-Exercises

PraveenAnantharaman/Data-Science-Wiki

A wiki of DataScience, Statistics, Maths, R,Python, AI, Machine Learning, Automation, Devops Tools, Bash, Linux Tutorials, Scripts and Datasets

PraveenAnantharaman/python-is-cool

Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.

PraveenAnantharaman/ffhq-dataset

Flickr-Faces-HQ Dataset (FFHQ)

PraveenAnantharaman/deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

PraveenAnantharaman/c4model-visio-stencil

Visio stencil with C4 Model shapes

PraveenAnantharaman/samples

A collection of Flutter examples and demos.

PraveenAnantharaman/awesome-flutter

An awesome list that curates the best Flutter libraries, tools, tutorials, articles and more.

PraveenAnantharaman/Flutter-Course-Resources

Learn to Code While Building Apps - The Complete Flutter Development Bootcamp

PraveenAnantharaman/machine-learning-systems-design

A booklet on machine learning systems design with exercises

PraveenAnantharaman/python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

PraveenAnantharaman/C4-PlantUML

C4-PlantUML combines the benefits of PlantUML and the C4 model for providing a simple way of describing and communicate software architectures