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FREE LIVE MASTERCLASS

Spotify Recommendation System for Machine Learning Interviews

Free guidance by

Ankit Kumar

Ankit Kumar

Data analyst - II

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What will you learn in thisMasterclass

01

Learn how data flows from user actions to features, models, ranking, and final recommendations in a production-scale system

02

Understand why certain models are chosen, how trade-offs are justified, and what interviewers look for in your answers.

03

Go beyond accuracy learn how offline metrics connect to A/B testing and real business outcomes like engagement and retention.

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Designed for Working Professionals

Built for engineers balancing a full-time job

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122K + Learners

Know YourInstructor

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Ankit Kumar

Data analyst - II

  • Data Analyst II with experience across fintech, Web3, healthcare, and retail industries
  • Holds strong expertise in SQL, Python, machine learning, and modern dashboarding tools
  • Skilled in building automated data pipelines and real-time dashboards for actionable insights
  • Focused on transforming raw data into clear insights that drive business and product decisions

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why join


why you should join thisMasterclass

ComprehensiveLearning

We thoroughly cover the topic with the practical approach.

ExcitingRewardsandOpportunities

Exclusive tools, free mentorship, and special career perks.

CertificateofUpskilling

Certificate will be provided, serving as evidence of your learning.

TaughtbyIndustryExpert

Instructors are tech professionals working in top product companies.

Live&InteractiveMasterclass

Live class with instructor engagement and doubt sessions.

— BOSSCODER ACADEMY —

About Bosscoder Academy

Bosscoder Academy is a leading online upskilling platform for working professionals in Software and Data, with AI specializations, designed to help engineers grow in their careers and get placed at top product-based companies.

Our goal is simple:

To help learners move from where they are today to where they want to be tomorrow.

WE DO THIS THROUGH:

  • A well-structured, industry-relevant curriculum designed by engineers from MAANG companies
  • Live classes led by industry experts, along with guided assignments and hands-on projects that demonstrate real, job-ready skills
  • 1:1 personalized mentorship from engineers who have already walked and cracked the path you aspire to follow
  • End-to-end placement support, including profile building, referrals and access to 400+ hiring partner companies