Videos
Videos from the kodebot YouTube channel, grouped by series.
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4. Map of Software Architecture Styles
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3. Centralised vs. Distributed Systems
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2. Architecture Style, Architecture Pattern, Design Pattern and Design Principles
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1. What is Software Architecture?
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Software Architecture Series - Overview
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AI Concepts: k-means Clustering
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AI Concepts: Cross Validation
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AI Concepts: Hyperparameter Tuning
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AI Concepts: Training, Validation and Testing Data Splits
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AI Concepts: Overfitting, Underfitting and Generalisation
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AI Concepts: Accuracy, Precision, Recall and F1
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AI Concepts: Confusion Matrix - Breakdown & Examples
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AI Concepts: Confusion Matrix
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AI Concepts: Random Forest
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System Design: Scream Test & Brownout
Software Architecture
See all on YouTubeArtificial Intelligence / Data Science Concepts
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AI Concepts: What is Data Science and Machine Learning
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AI Concepts: What is a Model?
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AI Concepts: Data Science / Machine Learning Solution Development Lifecycle
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AI Concepts: Classification, Clustering and Regression
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AI Concepts: Supervised and Unsupervised Learning
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AI Concepts: Data and Data Preparation
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AI Concepts: What is Decision Tree?
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AI Concepts: How to build Decision Tree?
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AI Concepts: Random Forest
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AI Concepts: Confusion Matrix
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AI Concepts: Accuracy, Precision, Recall and F1
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AI Concepts: Overfitting, Underfitting and Generalisation
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AI Concepts: Training, Validation and Testing Data Splits
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AI Concepts: Hyperparameter Tuning
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AI Concepts: Cross Validation
Bite-Sized Web
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Bite-Sized Web: Uniform Resource Locator (URL)
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Bite-Sized Web: Http Request and Response
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Bite-Sized Web: HTTP Methods
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Bite-Sized Web: HTTP Cookie
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Bite-Sized Web: SameSite Cookie
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Bite-Sized Web: Same Origin and Cross Origin Requests
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Bite-Size Web: Cross Origin Resource Sharing (CORS)
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Bite-Sized Web: Cross Site Request Forgery (CSRF)
Hugging Face
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Azure Fundamentals
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What is Azure?
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Why Azure?
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Azure Physical Infrastructure
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Logical Organisation of Azure Resources
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Overview of Azure Compute Services
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Azure Virtual Machine
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Azure Virtual Machine Scale Set (VMSS) and Availability Set
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Azure Containers
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Azure Functions
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Azure App Services
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Azure Virtual Network (VNET)
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Azure Virtual Private Networks (VPN)
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Azure Storage
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Azure Storage - Redundancy
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Microsoft Entra ID - cloud based IAM (Active Directory Service)
Maths
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System Design
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Software Design vs. System Design
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Centralised Systems vs. Distributed Systems
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System Design: Consistency
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System Design: Availability
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System Design: Network Partition and Partition Tolerance
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System Design: CAP Theorem
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System Design: Scalability
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System Design: Load Balancer
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System Design: Application Gateway
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System Design: Database and Types
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System Design: Throughput and Latency
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System Design: Brownout Pattern
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System Design: Scream Test & Brownout
Azure
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Networking
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Database Concepts
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Security
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Linux
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TypeScript Async Programming
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TypeScript Basics
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TypeScript Basics | 01 Overview
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TypeScript Basics | 02 Introduction
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TypeScript Basics | 03 Setting up your machine
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TypeScript Basics | 04 Statements
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TypeScript Basics | 05 Types and Variables
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TypeScript Basics | 06 Undefined and Null
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TypeScript Basics | 07 Functions
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TypeScript Basics | 08 Optional and Default Parameters
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TypeScript Basics | 09 Operators
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TypeScript Basics | 10 Higher Order Function
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TypeScript Basics | 11 Control flow - Decision making (if, if..else, if..else if, switch)
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TypeScript Basics | 12 Loops (for, while and do..while)
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TypeScript Basics | 13 Class and Object
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TypeScript Basics | 14 Access Modifiers
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TypeScript Basics | 15 Object Literal