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Master Product
Data Science
Nov 04
8 weeks
25+ hours
Instructor Led
Live Online
Why PrepVector?
In-depth Curriculum
Learn from Industry Experts
Personalized Feedback
Tailored for Working Professionals
Practice Actual Questions
Continued Support
What's included?
Live Online Sessions
Assignments
Interview Questions
Resume Reviews
Compensation Negotiation
Career Planning Discussions
Our Instructors are Industry Experts
Course Contents
Product Sense
Want to learn fundamentals of product-led growth? This module aims to inculcate strong fundamentals of customer-centricity and product sense. Develop a product mindset by learning how to design, improve, and prioritize products. Learn the art of defining and setting metrics, and develop frameworks that assist decision-making and prioritizing skills.
Experimentation
Have no prior experience working on A/B tests? Don't worry, we got you! Through this module, learn how most companies validate their ideas through incrementality and causal inference. You will learn everything from hypothesizing and designing, to analyzing experiments. Develop a strong understanding of statistics behind A/B tests, challenges with experiments, and setting metrics that can actually move the needle.
Applied Machine Learning
The Applied Data course is uniquely designed to inculcate problem-solving skills through a data-driven approach. Learn to solve business problems in a methodical way and bring structure to unstructured business problems. Master the art of asking clarifying questions, designing analytical frameworks, evaluating trade-offs and presenting your thoughts with clarity.
Statistics & Probability
Took a statistics course at university but can't recall a thing? Neither do most of us! This module is designed to revisit statistical and probability concepts - data distributions, regression techniques, expected values, Baye's theorem and more! This will set you up with a strong foundation in data science and a sound knowledge of applying statistical concepts to real-world problems.