Skip to main content
AI EducademyAIEducademy
🌳

AI Foundations

🌱
AI Seeds

AI literacy for the real world

🌿
AI Sprouts

The foundations behind intelligent systems

🌳
AI Branches

Build with today’s AI capabilities

🏕️
AI Canopy

Engineer reliable GenAI systems

🌲
AI Forest

Ship AI products responsibly

🔨

AI Mastery

✏️
AI Sketch

Engineering foundations for AI builders

🪨
AI Chisel

Patterns for solving harder problems

⚒️
AI Craft

Design systems that scale AI

💎
AI Polish

Communicate and lead in the AI era

🏆
AI Masterpiece

Your production AI capstone

🚀

Career Ready

🚀
Interview Launchpad

Navigate the AI engineering job market

🌟
Behavioral Mastery

Tell the story of how you create impact

💻
Technical Interviews

Solve, design, and communicate under pressure

🤖
AI & ML Interviews

Prepare for modern ML and GenAI interviews

🏆
Offer & Beyond

Make a confident, informed next move

View All Programs→

Lab

7 experiments loaded
🧠Neural Network Playground🤖AI or Human?💬Prompt Lab🎨Image Generator😊Sentiment Analyzer💡Chatbot Builder⚖️Ethics Simulator
🎯Mock InterviewEnter the Lab→
JourneyBlog
🎯
About

Making AI education accessible to everyone, everywhere

❓
FAQ

Common questions answered

🧰
AI Tools

Curated tools we use and recommend

✉️
Contact

Get in touch with us

⭐
Open Source

Built in public on GitHub

Pricing
Get Started
AI EducademyAIEducademy

© 2026 AI Educademy. All rights reserved.

Learn

  • Academies
  • Lessons
  • Lab
  • AI Starter Kit
  • Pricing

Community

  • GitHub
  • Contribute
  • Code of Conduct
  • About
  • FAQ

Support

  • Buy Me a Coffee ☕
  • Terms of Service
  • Privacy Policy
  • Contact
  • Sitemap
💻 Level 3

Technical Interviews

Solve, design, and communicate under pressure

Practise coding, API, debugging, system design, and AI application questions with a repeatable method for clarifying requirements and defending trade-offs.

8
Lessons
~16h
Duration
3/5
Level

🎯 What You'll Learn

  • ✓Solve problems with a repeatable framework
  • ✓Design reliable AI-enabled services
  • ✓Debug systematically instead of guessing
  • ✓Communicate assumptions and trade-offs clearly

Prerequisites: Solid programming fundamentals

👤 Who Is This For?

Software engineers preparing for technical interviews

🏷️ Topics Covered

Coding patterns and complexityAPI and data-contract designAI system designDebugging and code reviewCommunication under pressure
🧪

Try Our Interactive Experiments

Put theory into practice with hands-on AI experiments you can run right in your browser.

→

📚 Lessons

1
📊

Data Structures for Interviews

Master the essential data structures that appear in 90% of coding interviews — arrays, trees, graphs, hash maps, and when to use each.

⏱️ 20m→
2
🧩

Algorithm Patterns and Strategies

Learn the 10 algorithm patterns that solve 80% of coding interview problems — from sliding window to dynamic programming.

Pro⏱️ 25m→

📖 Related Articles

Learn Python for AI: The Minimal Python You Actually Need

You don't need to master Python to use it for AI. Here's the minimal subset of Python that will get you reading, writing, and understanding AI code fast.

⏱️ 4 min read

Top 30 AI Interview Questions and Answers for 2026

Prepare for your AI job interview with 30 essential questions and detailed answers — covering beginner, intermediate, and advanced topics.

⏱️ 4 min read

Machine Learning for Beginners: Everything You Need to Know (2026 Guide)

Machine learning for beginners explained simply — learn what ML is, how it works, key algorithms, and how to start learning for free with hands-on examples.

⏱️ 4 min read

❓ Frequently Asked Questions

Concepts are taught language-agnostically, with examples in Python. The problem-solving patterns and system design principles apply regardless of your preferred language.

You need solid programming fundamentals in at least one language. If you can write functions, loops, and use basic data structures, you're ready.

You'll master the most common coding interview patterns: arrays, hash maps, two pointers, sliding window, trees, graphs, dynamic programming, and more - all with clear explanations and practice problems.

The first lesson of Technical Interviews is free to try. Pro unlocks the rest of the programme, along with every other academy, track, and certificate.

Yes! The program covers both coding interviews and system design fundamentals. You'll learn to design scalable systems and communicate technical decisions clearly on a whiteboard.

Start First Lesson →
7 · Pro

Your next level is behind this door

Choose a plan to unlock every academy, every lesson, progress sync, and completion certificates. Start building skills that compound.

Try Pro free for 7 days →

Free for 7 days. Cancel anytime, no questions asked.

🔒 Sign in to track progress and earn certificates

← Back to All Academics
3
🏗️

System Design Fundamentals

Master the system design interview — from requirement gathering to architecture decisions — with frameworks that work at any scale.

Pro⏱️ 25m→
4
🔌

API Design Interviews

Design clean, intuitive APIs under interview pressure — REST, GraphQL, and the principles that make APIs great.

Pro⏱️ 18m→
5
👁️

Code Review Interviews

Excel at code review interview rounds — identify bugs, suggest improvements, and demonstrate your engineering judgement.

Pro⏱️ 15m→
6
🐛

Debugging Under Pressure

Develop a systematic debugging approach that works even when the clock is ticking and the interviewer is watching.

Pro⏱️ 15m→
7
⚡

Complexity Analysis Mastery

Confidently analyse time and space complexity — the skill that separates good solutions from optimal ones in coding interviews.

Pro⏱️ 18m→
8
💡

Live Coding Best Practices

Master the art of coding in front of an interviewer — from environment setup to communication strategies that showcase your thinking.

Pro⏱️ 20m→