WorldCat Identities

Deza, Alfredo

Overview
Works: 66 works in 149 publications in 1 language and 3,960 library holdings
Roles: Author, Contributor
Classifications: QA76.73.P98, 005.133
Publication Timeline
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Most widely held works by Alfredo Deza
Python for DevOps : learn ruthlessly effective automation by Noah Gift( )

8 editions published between 2019 and 2020 in English and held by 261 WorldCat member libraries worldwide

"Much has changed in technology over the past decade. Data is hot, the cloud is ubiquitous, and many organizations need some form of automation. Throughout these transformations, Python has become one of the most popular languages in the world. This practical resource shows you how to use Python for everyday Linux systems administration tasks with today's most useful DevOps tools, including Docker, Kubernetes, and Terraform. Learning how to interact and automate with Linux is essential for millions of professionals. Python makes it much easier. With this book, you'll learn how to develop software and solve problems using containers, as well as how to monitor, instrument, load-test, and operationalize your software. Looking for effective ways to "get stuff done" in Python? This is your guide."--
Python command line tools : design powerful apps with Click by Alfredo Deza( )

5 editions published in 2020 in English and Undetermined and held by 169 WorldCat member libraries worldwide

Presenting the simplest and most powerful UI ever invented, the command-line, this book teaches you the skills you need to master creating Python command line tools using the Click framework. --
Optimization and Greedy Algorithms in One Hour by Alfredo Deza( Visual )

6 editions published in 2021 in English and held by 138 WorldCat member libraries worldwide

In this video you walk through foundational concepts in optimization and greedy algorithms. These concepts include: * Greedy algorithms * Operations Research * Linear Solvers * Traveling Salesman * Knapsack * No Code and Low Code Business Intelligence tools on AWS * AWS Data Brew * AWS Quicksight * AWS Lambda * Greedy Coin * Tensorflow Playground * Deep Learning intuition
Testing In Python Video Course by Noah Gift( Visual )

3 editions published in 2020 in English and held by 125 WorldCat member libraries worldwide

Noah and Alfredo have decades of experience testing with Python in major production environments. They are the authors of the book Testing in Python and Python for DevOps (O'Reilly). Learn from the best on how to get started and advance your automation with easy examples and code to follow up
Python Functions Video Course by Alfredo Deza( Visual )

2 editions published in 2020 in English and held by 124 WorldCat member libraries worldwide

Many people wrongly believe that to program properly in Python, it is necessary to master all of its many moving parts. But the single most important part of modern Python programming - the part you should learn first - is the function. What can you do with a function? Build command-line tools, web applications, GPU programming, serverless, distributed computing, and machine learning. In the cloud and machine learning era, the function rules. In this course, you'll begin your Python journey through learning about this critically important subset of the Python language. You'll master the use of functions much more quickly by not getting bogged down with all the rest
MLOps workflow with Github Actions by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 123 WorldCat member libraries worldwide

Get started with MLOps and Github Actions to package a container with an ONNX model that does live inferencing with a Flask application. By using Azure ML, learn how to download the large ONNX model into the Github Action workflow, package it as a container and then push it to a container registry. For reference use the https://github.com/alfredodeza/flask-roberta repository Topics include: * Create a container that does live inferencing with Flask and the ONNX runtime * Package the model and verify it works locally * Setup a Github Action to authenticate to Azure ML and download a previously registered model * Build the new container as a Github Action, authenticate to Docker Hub or Github Packages * Push the new container to the Github registry or any other registry like Docker Hub
Distributed Jenkins builds with containers by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 123 WorldCat member libraries worldwide

Distribute the load of Jenkins builds with a remote Docker instance or Kubernetes server in this 1-hour long tutorial Topics include: * Configure a remote Docker instance to interact with the master Jenkins server * Modify an existing job to use Docker to do builds using labels * Setup a remote kubernetes instance to connect to Jenkins with JNLP * Use the right container image to connect back to Jenkins as a remote container node
Github Actions and GitOps in One Hour Video Course by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 123 WorldCat member libraries worldwide

Get started with Github and Github Actions in this introductory video to GitOps concepts, by building a container, setting some Github Actions to prevent problems, and finally, push to DockerHub in a fully automated way. These concepts are critical to get automation best-practices in place with Github. Particularly useful when collaborating with others and trying to run automated checks on Dockerfiles and git repos. Topics include: * Create a new Github repository * Enable Github Actions checks and steps for a new repository. * Find a Github Action to lint and check a Dockerfile to prevent issues before merging on pull requests. * Add Github Secrets and reuse them in a Github Action * Validate that a container builds correctly, and automatically push to dockerhub
Introduction to Software Bill of Materials by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 121 WorldCat member libraries worldwide

What is an SBOM (Software Bill Of Materials) and why should you care? An SBOM is a critical cybersecurity component to keep track and catalog what is installed (and at what versions) in production environments. With recent cybersecurity threats, SBOMs play an important role to implement a remediation strategy when threats and vulnerabilities are reported. Without an SBOM, it is borderline impossible to detect what exactly is released into production, and what may be vulnerable today. Topics include: * Understand the concepts behind an SBOM * Create an SBOM and use different output formats like CycloneDX to import into other systems * Use an SBOM to detect CVE and other vulnerabilities associated with installed software * Capture information about pre-installed system dependencies and nested dependencies * Use CycloneDX and other machine-readable formats like JSON to import outputs into other systems A few resources that are helpful if you are trying to get started with SBOMs, generating them and using them to capture vulnerabilities: * A simple, user-friendly SBOM generator: Syft * A fast vulnerability matcher that uses SBOMs as input: Grype * The CycloneDX format
Scraping Websites with Python by Alfredo Deza( Visual )

3 editions published in 2021 in English and held by 121 WorldCat member libraries worldwide

Sometimes scraping is the only way to extract meaningful data when there are no options like an accessible API. Parsing raw HTML can be intimidating and full of failures if you aren't used to existing tooling that can help you parse faster and more efficiently. In this video, learn all the basics including some advanced techniques to parse HTML and extract data with the Scrapy library in Python. k Topics include: * Install, configure, and create a new project with Scrapy, a powerful scraping library written in Python * See what is required to start parsing a website, including looking at raw HTML, tags, and CSS. * Identify data to create a dataset or datasets to perform data science analysis later * Capture parsed data and save it in different formats locally * Ultra fast scraping techniques by using the filesystem directly A few resources that are helpful if you are trying to do scraping, some of them covered in the course: * Scrapy Library * Scrapy Getting started tutorial
Google VS Apple AutoML Computer Vision by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 121 WorldCat member libraries worldwide

Learn to use Google AutoML to build a computer vision prediction model via their Qwiklabs website. Later, compare Apple's CreateML with the same data set and build an AutoML prediction model that deploy to the edge. Topics include: * Google AutoML * Apple CreateML * Apple CoreML * Computer Vision * Cloud Computing * Single label image classification * Using AutoML as a prototyping Tool * Edge Computer Vision Models
AutoML with Apple CreateML by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 121 WorldCat member libraries worldwide

Learn to build Machine Learning solutions without writing any code with CreateML from Apple. Topics include: * Computer Vision * Image Classification * OS X * Apple * Core ML
Advanced Testing with Pytest Video Course by Alfredo Deza( Visual )

2 editions published in 2020 in English and held by 120 WorldCat member libraries worldwide

There are already good introductory lessons for testing Python with Pytest. But there are important concepts for functional and integration testing that require detailed explanations. In this course, you'll have a better grasp on solving a complex test matrix with ease, including highly functional tests with databases, web services, and containers. We will go from basic test runs that although sufficient, aren't really helping us in the case of failure, all the way to adding advanced techniques expanding on the framework. All of these changes live, debugging as we make progress
Learn Python in One Hour Video Course by Alfredo Deza( Visual )

2 editions published in 2020 in English and held by 119 WorldCat member libraries worldwide

This is a one hour introduction to Python with code samples you can execute at home at the same time. Code can be executed here: https://github.com/noahgift/functional_intro_to_python/blob/master/Public_Master_SafariOnline_Day1_Part1.ipynb Subscribe to YouTube channel: https://lnkd.in/gUpprB2 You can find more content by Noah Gift at https://noahgift.com. #pragmaticai #python #tutorial
AWS Certified Cloud Practitioner Video Course by Alfredo Deza( Visual )

2 editions published in 2020 in English and held by 119 WorldCat member libraries worldwide

Join #onemillion2021, where one million students learn Cloud, Data, and Python skills globally by 2021. This course takes a user on a journey to understand and then master the AWS Cloud. This material exists in many forms at top universities around the world. This material has adjusted to the unique properties of the O'Reilly platform. Many techniques will also prepare a student interested in Python, Data Science, Data Engineering, or Machine Learning to use the AWS cloud in those domains. Some of the hands-on demos include: How to build websites using: AWS S3, AWS Lambda, and AWS EC2 Instances How to use AWS Spot Instances and run machine learning workloads How to write simple Python functions and deploy them using AWS Lambda How to create AWS S3 buckets and synchronize data to them How to use AWS Cloud9 to develop software and interact with the AWS Cloud How to create a user account in AWS IAM How to manage billing and set up alerts to protect you from unexpected charges
Learn GCP Cloud Functions in One Hour Video Course by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 118 WorldCat member libraries worldwide

Get started with Google Cloud Platform (GCP) and Cloud Functions in this one-hour video. Everything you need to know to get up and running quickly using serverless technology from GCP. Topics include: * An introduction to serverless technologies * Create a cloud function, install dependencies, and use different runtimes like Python 3.8 * Debug issues when a cloud function deployment fails * Use Google's Machine Learning offering to do live translations to any language * Enable authentication for your cloud function
Introduction to MLOPs Video Course by Alfredo Deza( Visual )

2 editions published in 2020 in English and held by 118 WorldCat member libraries worldwide

Get started with MLOPS. Topics include Flask Machine Learning on AWS, what MLOPS is, Azure DevOps Pipelines for MLOps and dealing with edge cases in exporting models
AWS Solutions Architect Certification In ONE HOUR by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 118 WorldCat member libraries worldwide

AWS Solutions Architect Certification In ONE HOUR!
Python GPU Programming in 5 Minutes by Alfredo Deza( Visual )

2 editions published in 2021 in English and held by 118 WorldCat member libraries worldwide

Learn to do GPU programming in Python in Five Minutes
Cloud Computing with Python Video Course by Alfredo Deza( Visual )

2 editions published in 2020 in English and held by 118 WorldCat member libraries worldwide

Get started with Cloud Computing in Python. Topics include: Multi-Cloud, Cloud Computing Service Models, Distributed Computing in the Cloud, Cloud Computing ETL Pipelines, Serverless Soutions with the Cloud, Containers in the Cloud, and Continuous Delivery for ML Engineers
 
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Alternative Names
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Deza Ganoza, Alfredo, 1979-

الفريدو ديزا

Languages
English (54)