Course Library

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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.

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

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.

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.

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.

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.

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.

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.

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.

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.

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

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

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

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.

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.

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.

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

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

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.

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.

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.

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

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

Learn best practices for answering machine learning concept interview questions.

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

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.

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.

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.

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.

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.

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.

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.

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

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

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

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!

This course covers the fundamentals of analytics.

This course covers the fundamentals of experimentation.

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

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

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.

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

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.

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

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 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 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 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.

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

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.

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.

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.

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

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.

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

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.

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.

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!

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.

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

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

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.

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.

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.

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.

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.

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.

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.

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.

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.

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

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

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.

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.