Programming for Cloud Engineering: Beginner's Guide for 2024

Summary

Le script aborde la compétitivité croissante du marché technologique, en particulier dans l'espace cloud, où les rôles débutants exigent souvent des compétences en programmation. L'auteur suggère de se concentrer sur les bases de la programmation, l'utilisation des API et des services cloud. Il propose également des projets pratiques pour acquérir ces compétences, ainsi que des conseils pour approfondir ses connaissances et devenir un développeur cloud ou logiciel expérimenté.

Takeaways

• 😲 Le marché technologique est de plus en plus compétitif, en particulier dans l'espace du cloud, où des compétences supplémentaires sont souvent requises pour les postes de niveau débutant.
• 🔍 L'exigence de compétences en programmation est devenue inévitable pour les rôles d'ingénieur cloud, comme le montre l'exemple des offres d'emploi sur LinkedIn.
• 👨‍🏫 L'auteur suggère de se concentrer sur les langages de programmation Python et Go, en fonction de la popularité et des opportunités sur le marché local.
• 📝 Il est recommandé de commencer par apprendre les bases de la programmation, y compris les variables, les boucles, les structures de données de base, la gestion des versions et le contrôle de version.
• 📱 L'idée de projet pour les bases de la programmation consiste à développer une application console qui lit des données de film à partir d'un fichier CSV local et permet aux utilisateurs d'interagir avec ces données.
• 🌐 L'étape suivante couvre l'utilisation des API, y compris la formulation de requêtes HTTP, l'analyse de données JSON et la gestion des erreurs.
• 🔄 L'auteur insiste sur l'importance de l'apprentissage des services cloud, notamment le stockage d'objets dans le cloud, la création de services cloud avec des SDK, et l'utilisation de fonctions sans serveur.
• 🔑 Il est également important de comprendre l'utilisation de chaînes de connexion et de principaux de service pour l'authentification avec les services cloud.
• 🚀 Pour progresser, l'auteur recommande d'explorer des sujets avancés tels que la programmation orientée objet, les tests unitaires, les algorithmes de base, et l'architecture de microservices.
• 🛠️ L'extrait de code et les pratiques DevOps, notamment la mise en place de CI/CD et l'infrastructure en tant que code, sont essentiels pour les projets de cloud.
• 📈 L'auteur encourage également à se concentrer sur l'amélioration continue des compétences, en partageant des projets, en écrivant des articles de blog, en participant à des événements technologiques et en s'engageant dans des projets open source.

Q & A

Pourquoi le marché technologique est-il devenu plus compétitif que jamais ces dix dernières années?

Le marché technologique est devenu plus compétitif en raison de l'augmentation de la demande et de l'expansion rapide des services cloud, qui ont créé une concurrence accrue pour les rôles d'ingénierie, y compris les postes de niveau entrée et associé.

Quels sont les compétences requises pour les rôles d'ingénieur cloud d'aujourd'hui?

Les rôles d'ingénieur cloud exigent désormais des compétences en programmation, notamment en utilisant des langages comme Python, Go, Bash, JavaScript et même parfois en .NET.

Pourquoi est-il important d'apprendre à programmer pour devenir ingénieur cloud?

La programmation est devenue une compétence clé pour les ingénieurs cloud, car elle permet de travailler avec des API, de gérer des erreurs et de créer des services cloud efficacement.

Quel est le premier langage de programmation recommandé par l'auteur pour les débutants dans le domaine cloud?

L'auteur recommande Python ou Go pour les débutants, en fonction de la popularité et des opportunités sur le marché.

Quel projet est suggéré pour les débutants apprenant les bases de la programmation?

Le projet suggéré est de développer une application console qui lit des données de film à partir d'un fichier CSV stocké localement et permet aux utilisateurs d'interagir avec ces données via un menu.

Quels sont les avantages de stocker son code source sur GitHub?

Stocker son code source sur GitHub permet de gérer le contrôle de version, de faciliter la collaboration, de créer des rapports de lecture et d'appliquer les pratiques DevOps telles que le CI/CD et l'infrastructure en tant que code.

Quels sont les objectifs du projet lié aux API dans le cadre du guide pour débutants en programmation cloud?

L'objectif est d'améliorer le projet de base en utilisant une API en ligne pour récupérer des données de films au lieu d'un fichier CSV local, en apprenant à faire des requêtes HTTP, à analyser les données JSON et à gérer les erreurs potentielles.

Quels sont les services cloud basiques que les débutants doivent apprendre?

Les services cloud basiques incluent le stockage d'objets, la création de services cloud avec des SDKs, l'utilisation de fonctions sans serveur, l'authentification avec des chaînes de connexion et des principaux de service, et l'utilisation d'une base de données NoSQL cloud.

Quel est le projet suggéré pour les services cloud dans le guide pour débutants en programmation cloud?

Le projet suggéré consiste à créer votre propre API qui utilise des données stockées dans une base de données NoSQL cloud et des images stockées dans le stockage cloud, avec des fonctions pour retourner des informations de film au format JSON.

Quels sont les avantages de participer à des communautés en ligne telles que le Discord Learn Cloud?

Les communautés en ligne offrent la possibilité d'obtenir des retours d'informations, de participer à des discussions techniques, de partager ses projets et d'apprendre des pratiques professionnelles telles que les demandes de tirage (pull requests) et les revues de code.

Quels sont les sujets d'élaboration (level up) suggérés pour les personnes souhaitant approfondir leurs compétences en programmation cloud?

Les sujets d'élaboration incluent la programmation orientée objet, les tests unitaires, les algorithmes de base, l'architecture microservices, la création d'une API RESTful complète, l'utilisation de services IA cloud pour le traitement de données, et la mise en place de stratégies de mise à l'échelle et de répartition de charge.

Quels sont les avantages de la pratique DevOps pour les projets de programmation cloud?

La pratique DevOps permet d'intégrer des tests dans le pipeline CI/CD, de containeriser les applications, d'orchestrer les services, et d'améliorer la qualité et la fiabilité du code en suivant des processus professionnels.

Outlines

00:00

😲 Évolution des compétences requises pour les rôles de base dans le cloud

Le marché technologique est de plus en plus compétitif, en particulier dans l'espace du cloud. Les rôles d'entrée de gamme exigent désormais des compétences en programmation qui n'étaient pas nécessairement requises auparavant. L'auteur suggère de consulter LinkedIn pour observer cette tendance, en se concentrant sur les postes de 'Cloud Engineer' à New York, et souligne l'importance de la programmation dans le domaine du cloud. Il propose également des conseils pour apprendre à programmer et pour améliorer ses compétences en développement cloud ou logiciel.

05:01

📝 Projet de développement d'une application console pour la gestion de données de films

L'auteur recommande de se concentrer sur les bases de la programmation, en choisissant entre Python et Go, et de développer une application console qui lit des données de films à partir d'un fichier CSV local. Le projet consiste à créer une interface utilisateur simple qui permet de rechercher des films par nom, année de sortie ou réalisateur. Il insiste sur l'importance de la gestion de version avec Git et de l'hébergement des projets sur GitHub, avec des README et des pratiques DevOps telles que la CI/CD et l'infrastructure en tant que code.

10:02

🌐 Intégration d'API et services cloud pour le stockage et le traitement des données

Le script passe ensuite à l'utilisation d'API pour faire des requêtes HTTP, analyser des données JSON et gérer les erreurs. L'objectif est d'apprendre à travailler avec des API existantes plutôt que de créer les propres. Le projet associé consiste à améliorer l'application console en utilisant une API en ligne pour récupérer des données de films, au lieu d'un fichier CSV local. L'auteur introduit également les services cloud tels que le stockage d'objets blob ou S3, la création de services cloud avec des SDK, les fonctions sans serveur et l'utilisation d'une base de données NoSQL.

15:03

🚀 Projet d'API personnelle avec des fonctionnalités améliorées et des crédits supérieurs

L'auteur encourage à construire son propre API en utilisant les données stockées dans une base de données NoSQL et du stockage cloud pour les images. Le projet consiste à créer des fonctions qui retournent des informations sur les films au format JSON, y compris les URL des images. Il propose également des crédits supérieurs tels que la création d'une fonction pour générer un résumé de film avec l'aide d'un service AI cloud, et d'autres pratiques DevOps pour améliorer les projets, comme l'utilisation de Key Vault pour les secrets et l'intégration de tests dans les pipelines CI/CD.

🛠 Approfondissement des compétences en programmation et en architecture cloud

Le script se termine par une section sur l'approfondissement des compétences, incluant la programmation orientée objet, les tests unitaires, les algorithmes de base, l'architecture microservices et la compréhension des bases de données NoSQL et relationnelles. L'auteur insiste sur l'importance de la mise en pratique de ces compétences par le biais de projets personnels, de la participation à des groupes de discussion techniques et de la contribution à des projets open source pour acquérir une expérience professionnelle.

Keywords

💡Cloud engineer

Un cloud engineer est un professionnel qui conçoit, développe, déploie et maintient des applications et des services informatiques dans le cloud. Dans la vidéo, l'auteur discute des compétences de programmation nécessaires pour ce rôle, soulignant que les postes d'ingénierie du cloud exigent de plus en plus de connaissances en programmation, comme le montrent les offres d'emploi sur LinkedIn.

💡Programmation

La programmation est l'acte de créer du code informatique pour résoudre des problèmes ou pour réaliser des tâches automatisées. Le script met en évidence l'importance croissante de la programmation dans le domaine de l'ingénierie du cloud, où même les rôles de niveau entrée exigent des compétences en programmation.

💡API

Les API (Application Programming Interfaces) sont des ensembles de règles et de protocoles utilisés pour interagir avec des logiciels et des services externes. Dans le contexte de la vidéo, l'auteur recommande de se familiariser avec l'utilisation des API pour faire des requêtes HTTP, analyser des données JSON et gérer les erreurs potentielles.

💡Services cloud

Les services cloud font référence aux plateformes et aux outils fournis par des fournisseurs de services cloud pour stocker, traiter et analyser des données à distance. L'auteur mentionne l'importance de comprendre comment utiliser des services tels que le stockage cloud, les fonctions sans serveur et les bases de données NoSQL.

💡Python

Python est un langage de programmation populaire connu pour sa simplicité et sa flexibilité. Dans le script, l'auteur recommande Python comme l'un des langages de programmation à apprendre pour les rôles liés au cloud, en raison de sa popularité et de son utilisation dans de nombreux outils et frameworks.

💡Projet

Dans le script, le terme 'projet' est utilisé pour décrire des applications pratiques que les apprenants peuvent développer pour mettre en œuvre et démontrer leurs compétences en programmation et en services cloud. Par exemple, l'auteur suggère de créer une application de console qui lit des données de films à partir d'un fichier CSV ou d'une API en ligne.

💡GitHub

GitHub est une plateforme de développement collaboratif et de gestion de versions utilisée par les programmeurs pour stocker et gérer leur code source. L'auteur insiste sur l'importance d'utiliser GitHub pour héberger les projets, incluant la documentation, le contrôle de version et l'intégration continue (CI/CD).

💡DevOps

DevOps est une pratique qui combine le développement (Dev) et les opérations (Ops) pour permettre une meilleure collaboration et une livraison plus rapide de logiciels. Le script mentionne les pratiques DevOps telles que l'utilisation de CI/CD et l'infrastructure en tant que code pour améliorer la qualité et la rapidité des projets de développement de logiciels.

💡NoSQL

NoSQL fait référence à un type de base de données qui ne suit pas le modèle relationnel traditionnel et qui est souvent utilisé pour stocker et gérer des volumes vastes de données de manière évolutive. Dans le contexte de la vidéo, l'auteur recommande d'apprendre à utiliser une base de données NoSQL pour stocker des informations telles que les données de films.

💡AI

L'IA (Intelligence Artificielle) est l'utilisation de machines pour imiter l'intelligence humaine, notamment pour analyser et traiter des données de manière autonome. L'auteur propose d'intégrer l'IA dans les projets pour générer des résumés de films à partir des titres, en utilisant des API cloud AI pour enrichir les fonctionnalités de l'application.

Highlights

Tech Market is more competitive than in the past decade, especially in the cloud space.

Entry-level cloud roles increasingly require programming skills that were not previously necessary.

LinkedIn job postings for Cloud Engineer roles in New York often request specific programming languages like Python.

The importance of programming in cloud engineering roles cannot be overstated.

The presenter, GPS, offers a beginner's guide to cloud programming through diagrams and videos.

For beginners, focusing on basics, APIs, and cloud services is recommended.

Python and Go are the most popular programming languages for cloud roles.

A project idea for learning basics is to develop a console application for movie data interaction.

Every project should have a GitHub repository, README, and incorporate Version Control.

Working with APIs involves making HTTP requests, parsing JSON, and error handling.

Cloud services involve using cloud storage, creating services with SDKs, and serverless functions.

The project idea for cloud services is to build an API using data from a NoSQL database and cloud storage.

Extra credit involves creating an AI-generated movie summary function in the API.

DevOps practices like CI/CD and infrastructure as code are important for cloud projects.

Leveling up includes object-oriented programming, unit testing, and understanding algorithms.

Building a full RESTful API with CRUD functionality is part of leveling up in API skills.

In cloud services, leveling up involves data transformation with AI, understanding NoSQL databases deeper, and autoscaling.

DevOps leveling up includes containerization, orchestration, and adding tests to CI/CD pipelines.

Transcripts

it's no secret that the tech Market is

more competitive than it's been in maybe

the past

decade and specifically in the cloud

space I'm seeing more entrylevel

associate level roles requiring skills

that potentially weren't required before

let's just take a look at LinkedIn jobs

to see what I'm talking about so I've

typed in Cloud engineer New York is my

area so I'm putting in New York and the

first one that comes up is this

engineering Cloud technology IES and

what instantly caught my attention is

this one's asking for donet which I

think is pretty interesting let's scroll

down and stick to the ones that say

cloud engineer so let's like click on

this one and here we are looking at yep

right here work with python right and

again I'm going to try to stick to just

the ones that say specifically Cloud

engineer and let's go to yeah let see

this is another issue with these POS

things is it's like cloud developer data

engineer when you type in Cloud engineer

but uh let's see we'll scroll we'll find

something Cloud operations engineer

maybe this one here this one is asking

for bash go JavaScript

python uh so experience with one read

and write and willingness the

willingness to learn more interesting

all right so anyway you you get my my

what I'm trying to get at is programming

programming is becoming a skill that you

just can't avoid I tell people now that

if you want to get into Cloud

engineering but you don't want to code

this is not the career for you but don't

be scared today we're going to break

down how you can actually learn the

programming skill set so you can apply

to these jobs but then I'll also give

you a couple of tips if you want to

level up your programming skills and

potentially become like a full-on cloud

developer or maybe like a softare

engineer or something like that all

right with all that being said welcome

my name is GPS I do Cloud things at

Microsoft and here on YouTube and let's

dive right into the video I love

explaining things through diagrams and I

have a bunch of cloud diagrams that you

can purchase if you'd like I've whipped

up a diagram to explain this uh

beginner's guide for cloud programming

and you can also purchase this or if you

don't want to I completely understand

you can just watch this video all the

content will be there uh for you as well

but if you do want to purchase it I 100%

thank you and I am so grateful all

thatone I put back into the channel and

it's the reason why I don't have

sponsors uh because of support for uh

that I get from all of you also members

of the channel thank you so much to all

I think I have like about 15 members now

thank you all you all have access to

diagrams for free so be sure to check

the community post and you'll have a

link there and a code there for you so

we have kind of three areas that I think

beginners should primarily focus on and

like I mentioned there's going to be a

level up to all of these areas and some

additional areas as well but let's just

focus on you know you're potentially at

this zero land here and you want to get

hired right you want to end up and being

able to start and apply for roles

totally understand that so we're going

to start in this area and we have our

Basics we have our apis and we have our

cloud services so in our Basics it's

really like the basics of programming

side note which language you should pick

honestly I think you should go between

Python and go look I love net I use it

as much as possible it's the the the

language that I learned when I was in

assist admin and it's given me a bunch

of opportunities since then but I just

see more popularity with python and go

and check your Market I potentially

you'll see some donet or some other

language then go for that maybe you'll

see Java um but python or go is seems to

be the most popular so I would pick one

of those all right I don't have really

any recommended resources for go uh but

for python if you go to learn to cloud.

guu and you go to the programming phas

there are a bunch of books that I

recommend for python back to this step

the basic step this is all your your

basic stuff with uh you know programming

variables Loops basic data structures

input output working with files Version

Control Rejects and again you don't have

to get into because because these

specific skills can get as complex as

they need to get but for this step for

the basics just highle stuff and then I

have a project idea at each step as well

so the project idea for your Basics

again getting handson is crucial is to

develop a console application that reads

movie data from a locally stored CSV so

maybe you can find a CSV online or you

can use I don't know chat gbt or Bing or

one of these AI assistants to generate a

CSV for you and then you're going to use

a menu use so users can interact with

the data so it's going to be a console

application I wouldn't Focus too much on

UI and that's sort of a different

section of software engineering you can

if you want to but I wouldn't spend too

much time on it unless you really want

to so you have a little console

application and it prints uh type one to

search movie by name type two to search

movie by release year type three to

search movie by director then the user

types in all these and then you have to

use that information to work through

your data and return the data that the

user is requesting pretty simple right

now I also have a section

here that all projects should have

absolutely need to have a GitHub repo a

GitHub readme and then obviously since

you're using GitHub and git you'll have

Version Control cicd and infrastructure

as code more Belong To The Next Step so

we'll talk a little bit more about that

later okay and then we'll talk more

about these extra credits but first in

your Basics as soon as that project is

done get hubo make sure it's got to read

me and then make sure you understand the

basics of Version Control okay awesome

also these projects build on each other

so you can plug any idea but the reason

I sort of outlined it this way is so you

can build on your skills which I think

it makes things easier to understand to

work through and the momentum helps you

like stick with things so that's why I

did it this way next we're going to work

with apis you're going to work with apis

a lot a lot so that's why I've tried to

introduce it early on so your skills

here to develop making HTTP requests

parsing Json data and then handling any

errors that you potentially could

encounter while working with these apis

so the focus here is for you to learn

how to work with apis that exist already

not necessarily create your own and the

project idea here is to improve the

project you built in the basic steps so

again you built a cons application that

works with a locally stored to CSV right

your goal for the API section is to

maybe similar functionality but instead

of working with a local CSV go and find

a movie API that's available online

there's a bunch of them and you could of

course plug in a different idea maybe

you want like music albums maybe you

want I don't know Pokemon maybe you want

like book quotes it could be whatever it

is uh but I would say try to stick with

it from here to this one and then to the

following project all right okay

third step here cloud services again I'm

trying to keep it as high level to get

just the bare minimum that you need to

start applying for these roles but

honestly every area here has endless

potential for you to do more but let's

dive into the cloud services step store

files and cloud storage so instead of

storing stuff locally be able to use

something like blob storage or

S3 uh create cloud services with

sdks uh be able to create like um these

these storage accounts that we just

mentioned with codee uh or like the next

Point here is serverless functions

create create the actual infrastructure

for your function functions with

sdks authenticate with connection

strings and service principles so what

does this mean when you're working

locally you developing maybe use vs code

or something in order to connect with

your storage account from your code or

to any kind of service you have in the

cloud you're going to need to have a

connection string or better yet a

service principle so you're going to

learn how to use that in this step here

and I would say here this final point

the basic use of a cloud nosql database

I'm not diving too deep into SQL queries

at this step because that is a whole

other discipline on its own but being

able to store information OB C text

information into a nosql database I

think is pretty crucial to learn at this

step then your project idea here we're

moving into again favorite movies or

whatever you used in the last one but

here what your goal is now you're going

to build your own API so it's going to

be based off data that you build you put

into your your nosql database you store

some data there and I would highly

recommend for each movie or maybe it's a

Pokemon or it's a book like store some

kind of image of that maybe it's the

cover of the movie maybe it's a like I

don't know some kind of poster or the

photo of a Pokemon or the photo of your

author if you're working with books

whatever it is but store an image of

that in cloud storage right and then in

your database for the item of the movie

have the

link of the the the URL of the image

that's in cloud storage as as the so

you'll have like

um like an item will be movie and then

movie image and then the value would be

the URL right and then create a function

that's get movies and that's going to

return Json on all the uh I put quotes

I'll have to update this all the movies

information into your uh returns it to

the client right and then make sure it

returns that URL for the movie cover or

again whatever you plug in here and then

get movies by year and it's going to

return again a Json list but only of

movies that were released in that year

that's provided by the client so the

client will go to your API and it'll be

like SLG get movies by year and then

it'll either either be a parameter or it

can be part of the greas string or part

of like the body depends on how you want

to work and you'll understand what this

is the more you work with these things

right now this is what I consider the

basics for this project but I do have a

little extra credit here that I think

would be crucial for you to get handson

just because of how just popular and

explosive and and uh sort of buzzwordy

AI is at the moment but I have this

extra credit section here for you so

create a function that's get movie

summary where the client will call the

get movie summary and then provide a

name of the movie or it could be an ID

however you depend you want to make

structure that but it's going to return

a summary that is generated by AI so go

find a cloud API AI API that you

can uh have it generate a mve summary

based off the title of the movie and

then other data that you could

potentially provide it and then return

that summary via urpi I think that would

be pretty neat so this is the absolute

basics from here you are pretty much in

a good position to start applying to

things and go go apply now I mentioned

devops

practices all projects again should have

these things here so you'll have repos

and at this point you'll have like three

projects in your GitHub right each one

will have a readme h Version Control and

then cicd and infrastructure as code

makes sense more so for the API project

and then the cloud services project so

keep that in mind now extra credit in

this phase here blog post Maybe you can

make a video you share to socials share

it to the learn the cloud Discord

earlier today someone asked me like hey

I have a some code I was wondering if I

could get some feedback on it and I told

them hey you have it on GitHub just you

know uh create a new branch open a PR

and then we can be able to provide

feedback there and they did that and

then I went through all their code today

and provided them feedback comments and

now they can actually go through and

work on that uh GitHub and that code in

a way that you would actually do that in

a professional setting this is actually

how the things are done in in in roles

PRS are open code reviews are done there

and changes are requested and that back

and forth but you can get this

experience now so that's why I recommend

using learn Cloud Discord there will be

a a link in the description if you go to

Tech any Tech meetups maybe display show

off your your do a lightning talk show

off your project and then maybe even

open it up for open source projects uh

maintenance potentially again this is

extra credit but definitely like I think

definitely do at least these four here

all right so now let's talk about

leveling up I personally love

programming I can have my side projects

not really depend on anybody and I've

added this level up section in case you

want to be able to kind of just build

whatever you want so in your Basics I've

added objectoriented programming

depending on the language this is

something that you might have to do uh

in that first step um but definitely

something if you want to level up you

should you should look into basic unit

testing testing your code is very very

important I was hesitant to add this at

the beginning but just because I wanted

to keep it as lean as possible in order

for you to hit the ground running and

start applying for roles I've added it

to here but honestly I think I'm

probably going to move this to extra

credit

instead basic algorithms I've been

hearing more Cloud roles asking for like

data structures and algorithms questions

so keep this in mind recursion and

microservices

architecture uh your own personal

projects you can create them with

microservices I'm more of a fan of

serverless but these are things that you

know microservices containers messaging

uh that do get asked is more so for uh

higher level roles uh I guess with more

experience or potentially even like

dabop Solus roles in terms of like

containers and orchestration but

something to keep in mind I personally

don't dabble too much in it Marshal

servus but yeah so something to keep in

mind in terms of leveling up okay next

API section build a full restful API in

the API section in the in the just the

bare minimum one I recommended to you

know create an API but there's no like

um deleting there's no adding in your

API uh there's just really just

displaying and some querying so building

a restful API will have all those crud

function uh functionality uh so I think

it's important to also have have that as

a skill there and then obviously with

building an an actual restful API an

actual in production API rate limiting

caching strategies Asing programming and

your API calls are all things that you

need to keep in mind and authentication

authorization with apis maybe you want

to make uh that people can only access

your API with a API key or something

like that this is the skill for that in

the cloud services data I added the

transform data with Cloud AI services um

just level it up here I did add it as

extra credit which we spoke through a

little bit but here's just there's tons

of other things like maybe you can have

the summary be generated like an audio

uh MP4 that people can download instead

something like that right modeling data

nosql database you're going to do a

little bit about in this in the cloud

services project uh but here diving

deeper fully understanding the

difference between stuff like when would

you use no SQL versus a like a

relational database um yeah creating

different types of data different

databases for different uh data like

different collections in your database

for your different data um and stuff

like that I think is important embedding

information

within yeah there's so much yeah you can

do here look into that autoscaling low

balancing important concepts for you to

definitely understand at all levels but

actually getting hands on with it is

like different right it's kind of hard

when you don't have traffic so

definitely share your projects again

share it in the Discord you can get some

um traffic there keyo integration saving

your passwords any secrets into an

asress called keyal I don't know what

it's called in other services or in

other platforms but all of them have it

it's just better to save it instead of

using like uh like connection strings um

in and uh like uh yeah like a local.

settings. Json file for your secrets

it's better to use something like keyo

all right and then messaging if you're

using microservices if you have

different services that need to communic

Comm unicate with each other messaging

will be something important for you to

take a look at so things like events

things like cues something to dive

deeper into I've added a datab basis

section here so understanding seal

queries select uh insert delete uh

select insert update and delete which I

mentioned in the restful API these are

things we're only we would only really

use

select yeah really just select in the

basics uh in the yeah I guess the bare

minimum version but here really diving

into all these and then understanding

data models and relationships again

diving deeper into this uh Crow

operations with code so learning how to

delete uh select insert update I guess

it should be create read update uh and

delete uh your SQL or your data with

code I think is important too and then

with databases optimizing things like

indexing and querying transactions and

concurrency concurrency control uh and

then for the database infrastructure

itself scaling and replication

strategies something to look

into and finally when it comes to the

devops area containerize your

application uh orchestration and then

you can add tests to your cicd which are

things I feel like will level up all of

your projects containerization since

you're using a serverless API isn't

necessary but maybe you turn your API

into actually yeah you have something

different for your storage and you have

something different for your API and

then you can containerize uh

orchestration is kind of hard to get

hands on unless you have like a bunch of

different services but at the minimum

for this uh leveling up containerize and

then add tests to your cicd I had

mentioned adding tests in the basics so

these tests make sure tests are actually

part of your pipeline so when you push

code they run through tests before

they're actually um merged into anything

all right and that's kind of it for this

video uh I will have again the link to

this diagram available or you can just

watch this video pause take screenshots

whatever it is it'll be in the

description and yeah let me know what

projects you're working on hopefully

this was helpful and I'll see you in the

next video