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Explore all Exponent courses tailored for specific roles, companies, and skills.
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Engineering Management Interview Prep

5 courses10.5k students

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.

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Product Management Interview Prep

11 courses25k students

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.

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Learning Path

Data Science Interview Prep

8 courses2.1k students

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.

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Learning Path

Solutions Architect Interview Prep

6 courses2.3k students

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.

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Learning Path

UX & Product Design Interview Prep

5 courses1.7k students

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.

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Learning Path

BizOps & Strategy Interview Prep

6 courses1.2k students

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.

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Learning Path

Machine Learning Engineer Interview Prep

6 courses

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.

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Learning Path

Data Analytics Interviews

5 courses

Ace your data analytics 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.

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Data Engineering Interview Prep

6 courses

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.

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Learning Path

TPM Interview Prep

5 courses10.1k students

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.

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Learning Path

Software Engineering Interview Prep

4 courses19.4k students

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.

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Learning Path

Google PM Interviews

11 courses7.3k students

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.

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Learning Path

Product Skills Course

4 courses2k students

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

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Learning Path

Amazon Solutions Architect Interview Course

7 courses500 students

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.

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Amazon Software Development Engineer (SDE) Interview Course

5 courses2.1k students

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.

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Learning Path

Amazon Software Development Manager (SDM) Interview Course

5 courses2k students

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.

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Learning Path

Meta (Facebook) PM Interview Course

9 courses4.5k students

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.

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Learning Path

Amazon Interviews

3 courses7.4k students

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

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Learning Path

Complete PMM Interview Course

6 courses2.2k students

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.

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Learning Path

Security Engineering and Cybersecurity Interviews

6 courses

Learn everything you need to ace your security engineering or cybersecurity interviews. Review key security principles, threat modeling scenarios, system design, coding questions, and more. Includes mock interview videos, practice questions, and more.

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Python Developer Interviews

6 courses

[Example] This is a fast-track for Python developer and software engineering interviews, focused on preparing you for what to expect in your next Python interview.

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Engineering Management Introduction

6 lessons8.2k students

Here's our overview of how to tackle the engineering manager interview.

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Behavioral Interviews: A Practical Guide for Engineers

29 lessons

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.

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Technical Questions for Data Analysts

26 lessons

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.

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Analytical Problem Solving Questions

13 lessons

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.

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Take-home Case Studies for Data Analysts

5 lessons

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.

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Behavioral Questions for Data Analysts

13 lessons

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.

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Data Communications Questions

7 lessons

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.

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Product Sense and Case Studies

32 lessons

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.

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Statistics and Experimentation Questions

77 lessons

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.

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Salary Negotiation Course

24 lessons

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.

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Data Analyst Interviews Introduction

5 lessons

Get a clear picture of data analyst interviews and how to prepare. Learn what the role involves, which skills matter most, and what to expect at every interview stage.

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Software Engineering Coding Questions

102 lessons13k students

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.

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Portfolio Reviews

6 lessons400 students

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

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Data Modeling Questions

35 lessons

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

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System Design Interviews

50 lessons29.9k students

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.

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ML Coding Questions

10 lessons

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

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Design Challenges

6 lessons100 students

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

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Take-Home Assignments

2 lessons4.9k students

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!

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Fundamentals of Analytics for PMs

8 lessons3k students

This course covers the fundamentals of analytics.

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How to Design and Run Experiments

8 lessons1.4k students

This course covers the fundamentals of experimentation.

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How to Conduct User Experience Research

8 lessons800 students

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

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Technical Basics for PMs

8 lessons1.3k students

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

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Cross-functional PMM Interviews

4 lessons1.8k students

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.

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User Insight Questions

6 lessons1.2k students

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

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Technical Questions for Solutions Architects

7 lessons

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.

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Behavioral Interviews for Solutions Architects

11 lessons400 students

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

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Estimation Questions

14 lessons21.6k students

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.

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Analytical Questions

12 lessons20.1k students

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.

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Execution Questions

13 lessons10k students

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.

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Product Design Questions

14 lessons18.5k students

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.

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Product Strategy Questions

14 lessons12.9k students

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.

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Technical Questions

9 lessons8.9k students

Technical questions can be some of the toughest, since they're intentionally left ambiguous. While you won't be asked to code, or design a complex system, it's important to understand how to reason and discuss technical concepts. We lay out several example videos here that capture the full range of the level of technical questions you'll be asked.

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Interview Tips & Frameworks

9 lessons18.2k students

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

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Program Sense Questions

7 lessons6k students

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.

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Cross-functional TPM Interviews

10 lessons8.2k students

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.

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Cross-Functional Collaboration Questions

7 lessons500 students

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.

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Behavioral Interviews for Engineers

13 lessons3.3k students

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

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App Critiques

8 lessons500 students

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

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BizOps Data Questions

8 lessons200 students

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.

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ML Concepts Questions for Data Scientists

29 lessons

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

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Amazon PM Introduction

4 lessons3.4k students

Here's an overview on what to expect in the Amazon PM interview.

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Google PM Interview Overview

4 lessons5.6k students

Worried about the Google PM interview? Here's an overview of exactly what to expect for your interview, including stages of the interview, types of questions, and evaluation criteria.

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Amazon Leadership Principles

22 lessons15.3k students

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.

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Facebook PM Interview Overview

5 lessons3.8k students

Worried about the Facebook PM interview? Here's an overview of exactly what to expect for your interview, including stages of the interview, types of questions, and evaluation criteria.

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Craft and Execution Questions

10 lessons400 students

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.

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How to Break into Fintech

7 lessons500 students

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!

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Favorite Product Questions

5 lessons8.2k students

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.

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Behavioral Interviews for Product Managers

7 lessons

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

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Product Management Introduction

5 lessons23.5k students

This course covers the overview of product management (PM) interviewing, with lessons on PM interview structure and a glossary.

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Data Pipeline Design Questions

29 lessons

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

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Intro to Product Design Interviews

5 lessons600 students

Here's our overview of how to tackle the product designer interview.

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Marketing Case Questions

10 lessons1.2k students

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.

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Marketing Strategy Questions

7 lessons2.1k students

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.

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Common PMM Interview Questions

12 lessons2.7k students

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.

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SQL Interviews

89 lessons

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.

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Solutions Architect Interview Introduction

8 lessons1.4k students

Here's our introduction of how to tackle the Solutions Architect interview.

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Amazon (AWS) Solutions Architect Interview Introduction

7 lessons500 students

Here's our introduction of how to tackle the AWS Solutions Architect interview.

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TPM Interviewing Introduction

3 lessons8.8k students

This course covers the overview of technical program management interviewing, with lessons on TPM interview structure and a glossary.

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How to Get the Interview

9 lessons7.3k students

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.

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BizOps Behavioral Interview Tips

5 lessons100 students

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.

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Project Management Questions

4 lessons200 students

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.

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Strategic Decision-Making Questions

9 lessons200 students

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.

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Stakeholder Management Questions

5 lessons200 students

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.

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Customer Interaction Interviews

12 lessons

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.

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ML Engineer Introduction

2 lessons

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

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System Design Primer

4 lessons

This is an excerpt from our system design curriculum that provide interview tips and examples of common system design questions.

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Behavioral Interviews

13 lessons5.4k students

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.

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People Management Questions

21 lessons8.3k students

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

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Project Retrospective Questions

6 lessons4.4k students

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

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ML Coding Questions for Data Scientists

10 lessons

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.

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Data and Machine Learning

4 lessons

This is an excerpt from our Machine Learning curriculum that reviews top data and ML concepts with example interviews.

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ML System Design Questions

19 lessons

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

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ML Concepts Questions

24 lessons

Learn best practices for answering ML concept questions.

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An Introduction to BizOps and Strategy

4 lessons400 students

An introduction to BizOps from typical role requirements to a day in the life at Google.

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Python Coding Questions for Data Scientists

18 lessons

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.

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Software Engineering Introduction

4 lessons4.4k students

This course covers how software engineering interviews work, with lessons on the general SWE loop, a guide to software engineering levels, and tips for success.

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Data Engineer Interviews Introduction

3 lessons

Learn what to expect what to expect in your data engineering interviews and how to start preparing.

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Algorithms

18 lessons2.9k students

This course covers the fundamentals of algorithms interviews, with lessons on common search, sorting, and other algorithms you need to know to ace the interview.

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