Course Library

Forward Deployed Engineering Interviews

Land your next role in forward deployed engineering (FDE) at top companies like Google, Anthropic, OpenAI, and startups. Learn from mock interviews, frameworks, and advice from senior candidates. Perfect your system design, coding, and behavioral interviews.

Investment Banking Interview Prep

Land your dream IB role at Goldman, J.P. Morgan, Citi, Morgan Stanley, Barclays, and more. Unlock mock interviews and advice from real analysts at top firms. Practice first round, technical, and fit questions.

Security Engineer Interview Prep

The first interview course dedicated to security engineers. Gain expertise in system hardening, detection architecture, cloud security, and AI-powered automation, taught by practitioners with real experience building controls at scale and by interviewers who have evaluated hundreds of candidates.

Security Analyst Interview Prep

The first-ever interview course designed for security analysts. Learn SIEM fundamentals, incident response and triage, automation and AI, and detection design from experts at top cybersecurity firms who’ve conducted hundreds of interviews.

Product Analyst Interview Prep

Ace your product analyst interviews—whether you’re targeting product, growth, or strategy roles. Master product sense questions, tackle real analytics case studies, and learn how to drive product decisions with data using strategies from interviewers at top tech companies and startups.

Data Analyst Interview Prep

Ace your data analyst interviews—whether you're targeting product, marketing, or business analyst roles. Tackle real take-home case studies, sharpen your technical and dashboarding skills, and get strategies from interviewers at top tech companies and startups.

Data Engineering Interview Prep

Land your dream data engineering role at Meta, Google, Amazon, Microsoft, Walmart, DoorDash, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Practice data modeling, pipeline design, SQL, coding, behavioral interviews, and more.

Data Science Interview Prep

Land your dream data science role at Google, Amazon, Microsoft, Meta, Apple, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Practice statistics, experimentation, coding, SQL, machine learning, behavioral interviews, and more.

Machine Learning Engineer Interview Prep

Land your dream machine learning role at Meta, Google, Amazon, Apple, Microsoft, Nvidia, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Explore ML system design, core concepts, coding, behavioral interviews, and more.

Product Management Interview Prep

Land your dream product manager role at Google, Meta, Amazon, Microsoft, Apple, Stripe, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Ace your product strategy, analytics, product design, execution, behavioral interviews, and more.

Software Engineering Interview Prep

Land your dream software engineering role at Google, Amazon, Microsoft, Meta, Apple, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates—practice data structures, algorithms, system design, people management, behavioral interviews, and more.

Engineering Management Interview Prep

Land your dream engineering manager role at Meta, Google, Amazon, Microsoft, Stripe, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Explore system design, people management, project retros, behavioral interviews, and more.

TPM Interview Prep

Land your dream program management role at Google, Meta, Amazon, Microsoft, Apple, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Practice system design, program sense, cross-functional projects, behavioral interviews and more.

Complete PMM Interview Course

Our product marketing management interview course teaches the fundamentals of acing the PMM interview, including sample question & answer content on process and marketing skills. Applies to all companies, including big-tech and startups. This course covers the fundamentals of product marketing management interviewing, with lessons on analytics, product sense, and how to answer the favorite campaign question.

Amazon Interviews

Learn how to ace your Amazon interview with our in-depth look at the interview process, tips, and example interview questions.

Google PM Interviews

Learn how to ace your Google PM interview with our in-depth look at the interview process, tips, and example interview questions. We'll examine frequently asked questions about the Google interview process, including hiring criteria and tips to succeed in the interview. Product management at Google is incredibly rewarding, with its huge scale and mission to help billions of users access information.

Meta (Facebook) PM Interview Course

Learn how to ace your Facebook PM interview with our in-depth look at the interview process, tips, and example interview questions. In this course, we'll examine frequently asked questions about the Facebook interview process, including hiring criteria and tips to succeed in the interview. Product management at Facebook is incredibly rewarding, with its huge scale and mission to connect billions of users across the world.

Amazon Software Development Manager (SDM) Interview Course

Learn to ace the Amazon engineering management interview process from start to finish with practical examples and strategies from top managers from Amazon. Get the inside scoop on what it takes to ace the engineering management interview with this comprehensive learning track. We cover the Amazon SDM interview loop in detail, the fundamentals of people management and team planning, plus our complete system design course.

Amazon Software Development Engineer (SDE) Interview Course

Our Amazon software engineering interview course helps you review the most important data structures, algorithms, and system design principles, with detailed questions and mock interviews with a focus on Amazon's leadership principles.

Product Skills Course

This course covers the fundamentals of product management, helping you understand the basic skills a product manager needs.

UX & Product Design Interview Prep

Land your dream UX and product designer job at Meta, Google, Apple, Microsoft, Amazon, and other top companies. Learn from mock interviews, take-home assignments, and advice from senior candidates. Practice user research, visual design, product design, and behavioral interviews.

Solutions Architect Interview Prep

Land your dream solutions architect job at Amazon, Google, Meta, Microsoft, Salesforce, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Practice system design principles and leadership skills to ace your interviews.

Amazon Solutions Architect Interview Course

Our Amazon AWS solution architect interview course helps you review the most important system design principles and leadership principles to ace your Amazon solution architect interview, with detailed questions and mock interviews.

BizOps & Strategy Interview Prep

Land your dream operations and strategy role at Google, Meta, Amazon, Uber, Microsoft, and other top companies. Learn from mock interviews, frameworks, and advice from senior candidates. Practice strategic decision-making, stakeholder management, product strategy, analytics, and behavioral interviews.

FDE Introduction

An overview of how to tackle the forward deployed engineer interview loop, with lessons on the interview structure and tips to prepare.

Mastering Agentic AI: Everything You Need to Know

Investment Banking Interview Fast Track

AI Company Interview Experiences

Hear from candidates who recently interviewed at leading AI companies including OpenAI, Anthropic, Nvidia, xAI, Cursor, ElevenLabs, Lovable, and more. Learn what interviewers actually ask and get practical advice from people who’ve been through the process.

Generative AI Interviews

Ace your interviews at AI-first and AI-powered companies. Learn to explain how Gen AI really works, where it fails, and how to use it responsibly. Understand how top tech companies build and deploy AI products and how generative AI works in production, from LLMs and RAG systems to real-world deployment.

Technical Questions for Security Engineers

Get a structured playbook for every major security topic: what you’ll be asked, how to reason through it, and how to answer with clarity and technical depth.

Security System Design Interviews

Master security system design interviews with a structured SALT framework, real-world design rubrics, and core security patterns that help you justify every decision under pressure.

Take-home Case Studies for Security Engineers

Master take-home case studies with a structured approach to secure design, risk tradeoffs, and communication to both technical and non-security audiences.

Behavioral Questions for Security Engineers

Behavioral interviews are where many strong security engineers fall short. Learn to showcase your judgment and leadership in high-pressure situations with a proven, security-focused STAR approach.

Technical Questions for Security Analysts

Learn a structured investigation framework to analyze security logs, identify indicators of compromise, and communicate your threat analysis confidently in technical interviews.

Scenario-Based Questions for Security Analysts

Transform security incidents into confident responses. Master real-world cybersecurity scenarios, articulate your incident response methodology, and showcase the analytical mindset SOC teams value.

Take-home Case Studies for Security Analysts

Excel at SOC analyst interview challenges using field-tested frameworks, from security log analysis to incident triage exercises.

Behavioral Questions for Security Analysts

Learn how to communicate your incident response skills with structured, confident storytelling that highlights composure, collaboration, and practical security judgment.

Product Sense and Case Studies

Product sense is about understanding user needs and designing intuitive, high-impact solutions. In interviews, it’s tested through questions that assess your creativity, empathy, and ability to prioritize. Case studies evaluate your structured thinking—how you break down ambiguous problems and reason through them like a strategic business partner.

Behavioral Interviews: A Practical Guide for Engineers

Get offers at the level you deserve. Prep for senior+ behavioral interviews at FAANG and Tier-1 companies. Made with staff and principal engineers from Meta, Netflix, Google, and more. Avoid downleveling, elevate past projects, and stop sounding like a robot.

Behavioral Questions for Data Analysts

Learn how to succeed in behavioral interviews by mastering what interviewers look for and how to structure your answers. You’ll explore proven frameworks like STAR and the Triangle Method, build your story bank, and watch expert examples of strong responses to real questions.

Take-home Case Studies for Data Analysts

Take-home case studies are a common and critical part of the data analyst interview process. Understand how to approach these projects with a structured framework. Practice with real examples to see what great submissions look like and how to stand out.

Analytical Problem Solving Questions

Analytical problem solving occurs throughout the interview, from case studies to one-off questions. Learn to recognize the key question types, apply structured frameworks, and walk through real case examples. Use our mock interviews and evaluation rubrics to tackle any analytical question clearly and confidently.

Technical Questions for Data Analysts

Get hands-on practice with SQL, Excel, data visualization, statistics, and the full analysis workflow. Learn how top candidates succeed with mock interviews, rubrics, and frameworks.

Data Pipeline Design Questions

Learn to gather requirements, choose storage, and optimize extraction, transformation, and loading. Build scalable, fault-tolerant pipelines and avoid common pitfalls.

Data Modeling Questions

Learn how to answer data modeling interview questions on topics include dimensional modeling, fact tables, normalization, star schemas, and more.

Python Coding Questions for Data Scientists

Master Python coding interviews focused on data science by exploring advanced data manipulation with Pandas and conducting statistical analysis and experiments. Gain proficiency in handling and transforming datasets, performing thorough statistical tests, and designing experiments with Python. Perfect for those looking to excel in technical interviews that assess data handling and analytical skills.

ML Concepts Questions for Data Scientists

Learn best practices for answering ML concepts questions. Particularly important for data science candidates applying for roles in machine learning and algorithms.

ML Coding Questions for Data Scientists

Master coding interviews that assess your knowledge of ML frameworks. Learn how to implement core ML components. Particularly important for DS candidates applying for roles in machine learning and algorithms.

Data Communications Questions

Learn how to present and communicate results effectively in any data science or analytics interview round. Understand how to solve ambiguous interview questions through effective communication, specifically for case studies, past project presentations, and take-home assignments.

Statistics and Experimentation Questions

Understand what types of statistics questions are asked in data science interviews and what interviewers are looking for. Review fundamental statistics concepts through concise refresher lessons. Learn how to design A/B and hypothesis tests in interviews.

ML Coding Questions

Master coding interviews that assess your knowledge of machine learning frameworks. Learn how to implement core machine learning components.

ML Concepts Questions

Learn best practices for answering machine learning concept interview questions.

ML System Design Questions

Brush up on the fundamentals and learn a framework for tackling machine learning system design problems.

Salary Negotiation Course

Increase your chances of receiving a great job offer at Google, Amazon, Meta, Microsoft, Apple, and other top companies with our salary and negotiation course. Navigate the negotiation process through scenarios and role-plays. Use our exact phrases and frameworks to secure the best compensation package.

SQL Interviews

Prepare for SQL interviews by practicing syntax basics, aggregations, and window functions. Learn how to manipulate data, write complex queries, and analyze information from diverse data sets.

Behavioral Interviews for Product Managers

This course will teach you to ace the experiential, hypothetical, and culture-fit interview questions typical of PM behavioral interviews.

Estimation Questions

How many ping pong balls fit into a helicopter? Google and many other tech companies are infamous for asking seemingly ridiculous estimation questions, also known as Fermi Problems. These questions are common in product management interviews.

Analytical Questions

Analytical questions involve reasoning about metrics, and quantitative analysis to improve and ship excellent products. In this section, we'll break down the major types of analytical questions, and show you detailed examples of how to ace the analytical PM interview from the PM interviewers who ask the questions.

Execution Questions

Execution questions are all about dealing with a live issue in a technology platform. How would you diagnose the issue? What would you do to investigate further? In this section, we'll break down the execution question and show you detailed examples of how to ace the execution PM interview from the PM interviewers who ask the questions. Plus, we have a simulated interview experience to test yourself.

Product Design Questions

Product design questions are the ultimate type of product management question. These are the most unique to the product management role, and, in our opinion, the most fun. Here's our course on how to crack them, including detailed frameworks and expert answers.

Product Strategy Questions

Product strategy is an important part of fast-moving technology products. A key step can make or break a startup's success. In your interview, you'll be asked infamous product strategy questions, where you'll often be asked to think from a leader's perspective on how to shape the future direction of the product.

Program Sense Questions

Program sense questions are the bread and butter of program management. They assess your ability to create, operate, and even shut-down existing programs. In this course, we outline what you need to know to ace the program sense interview.

How to Get the Interview

Wondering how to get the interview? Stuck on the stages before the actual interview prep part of the process? Here's our course on how to actually get the interview, including must-know tips on how your resume is evaluated and how to get referrals.

Amazon Leadership Principles

The key to success at an Amazon interview is studying their leadership principles in detail. Unlike other tech companies, Amazon asks mainly behavioral questions along the lines of their leadership principles. In this course, we lay out how to succeed in Amazon interviews along with a mock video for each Amazon leadership principle.

Take-Home Assignments

Take Home Assignments and Case-Based interviews are becoming more common as a way to assess your working relationship with the company. Here's a brief course on how to ace the take-home, along with a sample take-home assignment you can review!

Favorite Product Questions

What's your favorite product and why? This question is asked in nearly every PM and PMM interview question, and is critical to success in the interview. This is perhaps the most important question to prepare for out of all the questions when getting ready for the product interview.

Fundamentals of Analytics for PMs

This course covers the fundamentals of analytics.

How to Design and Run Experiments

This course covers the fundamentals of experimentation.

How to Conduct User Experience Research

User research helps you gain the user understanding to do so effectively — and helps you answer questions that arise throughout the process.

Technical Basics for PMs

Learn fundamentals of working with a technical team and key steps to take when starting to work with new engineering teams.

Cross-functional TPM Interviews

Being a TPM is all about cross-functional relationships, which is why it makes sense that these questions will often come up in your interviews. Here's how to ace them.

Cross-functional PMM Interviews

Being a PMM is all about cross-functional relationships, which is why it makes sense that these questions will often come up in your interviews. Here's how to ace them.

Common PMM Interview Questions

This course covers the most common product marketing interview questions, with example answers. These questions are asked in almost every PMM interview, and are worth preparing before each interview.

Marketing Strategy Questions

This course covers the fundamentals of marketing strategy interview questions, with example answers. Marketing strategy questions involve high-level decisions like go-to-market plans and positioning.

Marketing Case Questions

This course covers the fundamentals of marketing case interview questions, with example answers. Marketing strategy questions involve high-level decisions like go-to-market plans and positioning.

User Insight Questions

All great product people know how to empathize and relate to users. These questions test for a candidate's user empathy and insight abilities.

Interview Tips & Frameworks

All great product people know how to empathize and relate to users. These questions test for a candidate's user empathy and insight abilities.

System Design Interviews

Learn how to answer system design questions with in-depth video examples and lessons that teach the fundamental concepts of scalable systems. Put your knowledge to the test with our self-guided exercises, or watch how engineers and managers answer these questions themselves.

How to Break into Fintech

From cryptocurrency to social payments, the fintech industry is booming with lots of exciting opportunities. If you're interested in learning more, check out this guide for 'Breaking into Fintech', where we include interviews with industry experts, explain some top trends, and even list some of the most exciting companies operating in the space!

Behavioral Interviews

Behavioral interviews are an essential part of every interview, yet candidates often underprepare for them. Especially in more senior roles, you'll be tested on your ability to effectively communicate, listen, and speak to past experiences.

People Management Questions

Here's how to answer questions about people management in engineering manager interviews.

Project Retrospective Questions

Here's how to answer project retrospective questions in engineering manager interviews.

Software Engineering Coding Questions

Review fundamental SWE concepts to help you tackle programming problems with confidence. Master the key data structures and algorithms in a variety of real coding questions and expert videos.

Behavioral Interviews for Engineers

This course will teach you to answer experiential, hypothetical, and culture-fit interview questions with ease.

App Critiques

This course covers how to effectively answer an app critique question in a product design interview, UX design interview, or visual design interview.

Portfolio Reviews

This course covers how to effectively answer portfolio review questions in a product design interview, UX design interview, or visual design interview.

Behavioral Interviews for Solutions Architects

This course will teach you to answer experiential, hypothetical, and presentation interview questions with ease.

Cross-Functional Collaboration Questions

Worried Google's new Cross-Functional Collaboration PM interview? We'll teach you exactly what to expect, what Google looks for in product leaders, and how to build a robust story bank that positions you as the perfect PM hire.

Craft and Execution Questions

Preparing for Google's new Craft and Execution PM interview? We'll teach you exactly what to expect, how to prepare, and run through some review exercises designed to position you as a master of the craft of product management.

Stakeholder Management Questions

This course teaches the fundamentals of stakeholder management interviewing for BizOps, from getting to know your audience and tailoring presentations accordingly, to building trustful relationships and establishing credibility.

Strategic Decision-Making Questions

Learn a foolproof process for answering strategic decision-making questions in BizOps interviews, from gathering problem context, to establishing guiding principles, to building an option set and iterating again and again.

Project Management Questions

Learn the basics of project management interviewing for BizOps, from establishing level of ownership to project management tools, frameworks and best-practices for project team collaboration.

BizOps Behavioral Interview Tips

Learn to build an interview-ready story bank for behavioral questions, practice frameworks to keep you engaged and on-track, and find suggestions for further practice.

Design Challenges

This course covers all you need to know to ace design challenges, including design thinking, whiteboard challenges, and take-homes.

Technical Questions for Solutions Architects

In this course, you'll prepare for technical questions you're likely to get as an Solutions Architect. You'll review key cloud architecture concepts as they apply in the real world, practice choosing APIs, designing database schemas and more, through interview answers written by senior solutions architects.

BizOps Data Questions

Learn the basics of data skills for BizOps interviews, from gut-checking raw data, to basic data manipulation and visualization, setting metrics, and experimentation using A/B tests.

Customer Interaction Interviews

Ace your SA interviews with this customer interaction course! Written by a Senior Solutions Architect @ Salesforce, you'll learn frameworks for acing discovery, demos, and objection handling, both in interviews and on-the-job.