Serverless & NoSQL Develoment 2020

Serverless:

• Building Microservices on AWS using Serverless Framework
• Building Multi-Provider Serverless Apps With Serverless
• How to Build a Regionally Distributed Serverless Architecture
• Building Cross-Cloud Platform Microservices Using Serverless
• Into to Aurora Serverless

Azure CosmosDB:

• Build apps for free with Azure Cosmos DB Free Tier
• Azure Cosmos DB Free Tier and Autopilot
• Migrating Relational Data into Azure Cosmos DB

Firebase Tutorials:

• HOW TO CREATE AND READ THINGS IN FIREBASE

FireStore Tutorials:

• FireStore Quick Start
• Usa la API de REST de Cloud Firestore
• Learn Firestore CRUD Queries Quickly [Guide]

NoSQL News & Articles:

• How to think in NoSQL With Firebase

Flutter & Dart Development 2020

Flutter Tutorials:

• Flutter Web | Firestore | Diary App
• Build a Flutter Chat App With The Stream SDK

Dart News & Articles:

• Introducing a Dart runtime for AWS Lambda

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Angular Development 2020

Angular News & Articles:

• Angular Tutorial
• Angular Security Checklist
• What is new in Angular 9
• Comparison Between Angular 6 Vs Angular 7 Vs Angular 8
• AngularJS Getting Started 2020(Visual Studio)
• Best Open-Source Angular Chart Libraries.​
• An Opinionated Coding Styleguide for Angular

Angular Tutorials:

• Angular tutorial for beginners - Learn Angular from scratch
• Angular File Download with Progress
• Build a Reddit Look-Alike App with Angular and ngrx
• Angular 7|6 Tutorial: Building and Submitting a Form
• Angular - Build a Budget Calculator Application
• Angular 7 Tutorial: Building CRUD Web Application
• Angular 9/8: REST CRUD APIs & HTTP GET Requests with HttpClient

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Cloud Computing 2020

Devops:

• Azure DevOps Roadmap update for 2020 Q1

Azure: Install, Deploy, Config & Publish:

• How to get started with Azure using Azure Quickstart Center
• Static Website Hosting in Azure Storage
• Microsoft ETL: Understanding ETL with Azure Data Factory
• How to correctly calculate the Request Units in Azure Cosmos DB
• Azure Web Apps Deployments

Cloud Development:

• Webinars Azure
• Aplicaciones multi-tenant: Azure AD + Microsoft Graph
• Simple Azure Function that can get you 200+ Twitter followers in a month!
• Azure Application Insights Introduction
• How to publish your APIs with the new developer portal in Azure API Management

AWS:

• Desarrollar una aplicación web sin servidor
• Lanzar un sitio web de WordPress con Amazon EC2
• Hosting a Static Website on Amazon S3
• Deploy a Function to Lambda Using the Node.js AWS SDK
• 10 Tips to Optimize Your DynamoDB Costs
• AWS Cost Optimization for ML

Containers  (Docker):

• How Docker Works - Intro to Namespaces
• Multiple WordPress Sites on Docker
• Build and run your first Docker Windows Server container
• Essential Docker for Javascript and Front End Developers

Containers (Kubernetes):

• Kubernetes apps, the easy way
• Tutorial: Kubernetes The Hard Way
• Kubernetes YAML File Explained
• How to create an own Kubernetes cluster for development?
• How to create an own Kubernetes cluster for development?
• Kubernetes Namespaces Explained in 15 mins
• "Serverless Containers"

Comparaciones entre proveedores:

• Google Cloud Advantages over AWS

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Machine Learning & Computer Vision 2020

Machine Learning News & Articles:

• Machine learning que es y como funciona?
• Cursos de machine learning de amazon
• “Enseña a enseñar” modelos de inteligencia artificial
• Aprendizaje automático con Python
• Crea tu modelo Machine Learning con Teachable Machine
• What is Classification, explained in one minute
• Applications of Machine Learning [Image]
• Guías del aprendizaje automático
• What is the Difference Between CNN and RNN?

Machine Learning Tutorials:

• Machine Learning Basics
• Machine Learning Tutorial | Face Recognition in 10 min
• Build and deploy a machine learning application from scratch

Images Classification:

• Image Classification on Kaggle using AutoGluon
• AutoGluon: AutoML Toolkit for Deep Learning
• Image Classification - How to Use Your Own Datasets

Microsoft Machine Learning Tools:

• Onnx runtime 1.0
• Cognitive Toolkit
• Microsoft Fastspeech

Deep Learning:

• MIT 6.S191 Introduction to Deep Learningç
• Deep Learning
• Introducing PyTorch3D: An open-source library for 3D deep learning
• Preprocessing audio data for Deep Learning

Computer Vision:

• Intel OpenVino Toolkit
• Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer
• Webcam Object Detection with Mask R-CNN on Google Colab
• Inteligencia artificial de Nvidia para crear modelos 3d a partir de una foto.
• La IA de Facebook convierte objetos 2D en formas 3D
• Build a React, Firebase and Google Cloud Vision machine learning API app
• Lip reading using CNN and LSTM [PDF Report]

TensorFlow:

• Deep Learning (for Audio) with Python [17 Videos]
• TensorFlow Adapter for React Native
• React Native Template TensorFlow.js
• How to Build Object Detection APIs Using TensorFlow and Flask
• Neural Machine Translation with Attention and Tensorflow 2.0
• TensorFlow 2.0 Complete Course - Python Neural Networks for Beginners
• TensorFlow Quantum
• Innovative TensorFlow Applications for Machine Learning Models

Pytorch:

• Pytorch
• PyTorch Lightning
• Make your models smaller! (Pytorch)
• Variational Autoencoders (VAE) in PyTorch
• Pytorch Tutorial – Building simple Neural Network [2020]
• PyTorch tutorial – Creating Convolutional Neural Network [2020]

Natural Language Processing (NPL):

• NLP from Scratch: Annotated Attention
• AI Learns to Become an Influencer on Twitter [Natural Language Processing]
• What is NLP (Natural Language Processing) | Artificial Intelligence clearly explained 12
• Using Azure Language Understanding (LUIS) with Bubble.io Low Code
• Stanza - A Python NLP Library for Many Human Languages

OpenCV:

• How to Build a Smile Tracking Bot
• Facial Recognition On TheBigBangTheory Show with OpenCV
• Camera Calibration using OpenCV

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Artificial Intelligence & ChatBots 2020

Artificial Intelligence (General):

• Curso: Introducción a la inteligencia artificial
• Inteligencia artificial como motor económico
• Estado estado actual de la inteligencia artificial a nivel mundial
• La IA se consolida en la selección de aspirantes a empleos
• Redes Neuronales de YouTube
• Nuevos algoritmos vigilan el buen comportamiento de la IA
• Intel neural compute stick [AI Hardware]
• What is Artificial Intelligence? [Video Series]
• Microsoft AI
• Beginner’s Guide To Using Natural Language Processing In Web Development
• 10 Present and Future Use Cases of Artificial intelligence in Retail industry

Chat Bots Frameworks & Technologies:

• Wit.ai
• Botpress
• Dialogflow
• Microsoft Bot Framework
• Azure Bot Service Documentation
• How to build a chatbot with Microsoft Bot framework
• Juji (No Code Gui ChatBot Builder)
• Narratory: The dialog-first tool to build scalable chat and voice apps

General Chat Bots Development:

• Building Chatbots with Artificial Intelligence and Angular
• Botpress Tutorial & Guides
• AI Lead Generation Bot Tutorial for Marketers (Zero Coding)
• Building Intelligent Chatbots [MS Bot Framework + Node]
• How to Build A Simple Search Bot in 30 Minutes [Node]

Messenger Chat Bots Development:

• Facebook Messenger Bot with Nodejs and Standard Library
• Building a Facebook Messenger Chat Bot with Node.js
• Facebook Messenger bot 15 minute tutorial [Node]
• Facebook Messenger Bot [Python]

Telegram Chat Bots Development:

• Tutorial: How to create a Telegram Bot with Node.js
• Build a Telegram Bot that Translates Text with Node.js and Code.xyz
• Telegram Bot Builder Framework
• Building a Telegram Bot with Node.js 
• How To Create a Telegram Bot Using Python
• How To Deploy a Telegram Bot [Python]

Slack Chat Bots Development:

• Build a “Serverless” Slack Bot with Node.js + Standard Library
• Slack Chat Bot in Python

Twitter Chat Bots Development:

• Simple Twitter bot in 17 lines of code
• How to build a Twitter bot with NodeJs
• Create a Twitter Bot in Python Using Tweepy
• Build a Twitter Bot with Node.js in  38 lines of code
• Build a Twitter Bot with Node.js Part 2: DO MORE

Reddit Chat Bots Development:

• Reddit Bot with Puppeteer & NodeJs 
• Making a Reddit + Facebook Messenger Bot

Instagram Chat Bots Development:

• Building an Instagram Bot with NodeJs & Puppeteer
• How to create an instagram bot using puppeteer

Whatsapp Chat Bots Development:

• WhatsApp bot in 10 minutes using Node.js and Twilio
• Whatsapp Assistant Bot

AI + Chat Bots:

• Build and train an RNN chatbot using TensorFlow [Tutorial]

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