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Software Engineering Best Practices, System Design, High Scale, Algorithms, Math, Programming Languages, Statistics, Machine Learning, Databases, Front Ends, Frameworks, Low Level Machine Structure, Papers and Computing, Computer Science Book Reviews - Everything!

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Episodes

🤘Sql Cte's

Common table expressions are very useful in constructing SQL and are your great next milestone to using SQL

Jul 29, 2022•5 min

🚀 The core of SEO

What is the core of doing SEO did it change over the years and what would bring you to the topmost search results in the search engines

Jul 22, 2022•5 min

🛴Product Interview Questions

Here we discuss some of the most interesting product interview questions in the data area and in the data world

Jul 15, 2022•6 min

🤡 Blockchain

An intro to blockchain technology

Jul 08, 2022•5 min

🧐TFIDF - Term Frequency Inverse Document Frequency

What does term frequency means and what is its relationship with inverse document frequency that we use in order to identify categories of documents and in order to find testament and many more applications of this topic

Jul 01, 2022•5 min

🔥Terraform | init, tags, name, EC2, Security groups, Dynamic Blocks

📚 Book - https://amzn.to/39ty0Tq - "Terraform: Up & Running: Writing Infrastructure as Code" Terraform init will download all the dependencies needed by the terraform project like when you have a clean maven project, and running almost any mvn command will pull down the dependencies. tags in terraform helps you set the additional tag properties of the resources, if you want to set the name of the resource that would appear in aws then you need to set the tag with specific key and this key i...

Jun 19, 2022•8 min

Aws ElasticIp

AWS elastic IP is not dynamic for itself it's actually a static public IPv4 IP so why is it called elastic because we dynamically assign it to host so if our host or easy to instance is down we can programmatically and dynamically assign such a static public IP into this new host so it's used for resiliency

Jun 18, 2022•6 min

Unresilient World

Jun 17, 2022•5 min

Terraform Variables

With terraform we can use variables for example an integer which is defined as a number or a string or a list of strings and then we can reference these variables further down in the code in order to reuse them you can also output variables to the screen and we could also ask the customer to input interactively variable values into the console In this session - init plan apply destroy - state file - variables - terraform pattern consistent - resource keyword - resource identifier "aws_vpc" - our...

Jun 16, 2022•10 min

Terraform Main Operations and state file

Terraform main operations such as init plan apply and destroy and the state file telephone is a infrastructure as code tool a command line to help us create infrastructure with standard adjacent files and then run telephone apply in order to actually create this infrastructure either in AWS cloud or Google cloud or azure cloud or any other cloud provider even locally and it has many plugins. In this session init plan apply destroy state file variables terraform pattern consistentresource keyword...

Jun 15, 2022•6 min

🌐 Terraform Init Intro

Telephone is a language declarative language for defining resources here we will describe their form in it and the command line how to install with regards to interjeed idea plugin and also the visual studio plugin

Jun 14, 2022•7 min

Bernoulli Binomial and Poisson Distributions

What are the differences in between the Bernoulli the binomial and the poison distributions and what are they

Jun 11, 2022•7 min

Coders Vs Managers

Jun 10, 2022•6 min

🌐 DynamoDb Global Tables

Dynamo the big global tables allow us to have application of course region of a multi master multi replica database

Jun 09, 2022•5 min

💲Netflix Stock

Netflix stock is down 70% from the top of $600 to $200

Jun 08, 2022•5 min

Pandas and sklearn create model

This is going to be how to create a model with pandas very quickly in a few lines a linear regression and random voice and then to fit it to predict the output to separate in between x and y

Jun 07, 2022•6 min

💲30 Trillion Debt

The US economy currently has a 30 trillion depth and is trying to fight inflation by rising interest rates and also by doing quantitative tightening

Jun 06, 2022•6 min

🌐 Aws DynamoDb Streams

📚 "Amazon DynamoDB: Developer Guide" - https://amzn.to/37mljbJ

Jun 05, 2022•5 min

Machine Learning Intro

In machine learning versus statistics and statistics we are trying more to describe things and in machine learning to predict we have supervised and unsupervised learning and supervised is divided further into classification and regression

Jun 03, 2022•5 min

Digital Conputers

Digital Computers

Jun 03, 2022•5 min

🌐 Apache Airflow Intro

The Apache Airflow project is an orchestration project for learning jobs offline managing them it has a web UI it has a scheduler.

Jun 02, 2022•5 min

GoLang Quick Tips

He loves some tips about the go programming language such as a go channels go routines how to serialize and deserialize Jsons how to create tests how to want test coverage and more.

Jun 01, 2022•5 min