The Data Science Blueprint

In this episode of  The Data Science Blueprint , Shanna walks you through the essential steps to successfully start and execute your first data science project. From defining a clear problem to data collection, exploration, and model building, she breaks down each phase with practical advice and real-world examples. Whether you’re new to the field or refining your project workflow, this episode of...

In Part 2 of our  Mastering Data Science Interviews  series, Shanna continues breaking down the top 90 data science interview questions, focusing on the final 45. This episode dives deeper into advanced topics like machine learning algorithms, data modeling, feature engineering, and Python coding challenges. With practical advice and clear explanations, you'll gain the knowledge and confidence nee...

In Part 1 of our  Mastering Data Science Interviews  2-part series, Shawna covers the first 45 of the top 90 data science interview questions, providing expert answers and actionable insights. This episode focuses on key topics like SQL, Python, machine learning, and statistics, preparing you for the technical challenges you’ll face in any data science interview. Whether you're a beginner or brush...

In this episode of  The Data Science Blueprint , Shanna dives into the core skills every aspiring data scientist needs to succeed in today’s competitive field. From mastering Python, SQL, and data visualization tools like Tableau, to understanding machine learning concepts and statistical analysis, this episode is packed with practical advice on building your technical foundation. Shanna also shar...

In this first episode of  The Data Science Blueprint , Shanna shares her inspiring journey from a decade-long career in accounting to becoming a data scientist. Learn how she earned her master’s degree in data science while relying heavily on self-taught skills through online courses, YouTube, and hands-on projects. Shanna also walks you through a practical roadmap to break into the field, includi...

Podcast Title :  The Data Science Blueprint Episode Title :  Welcome to The Data Science Blueprint Episode Description : In this introductory episode of  The Data Science Blueprint , Shawna shares her personal journey from accounting to data science, blending her formal education—earning a master’s degree in data science—with being largely self-taught. She offers insight into how she transitioned...