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 offers actionable guidance to help you confidently complete and present your first data science project. Tune in to get started today!
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 needed to impress interviewers and land that data science job.
Tune in to complete your preparation and master the technical skills to ace any interview!
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 brushing up on skills, this episode is packed with practical advice to help you succeed. Stay tuned for Part 2 to complete the series!
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 shares insights on communication skills, business acumen, and problem-solving techniques that will set you apart in interviews and on the job. Tune in to level up your data science journey!
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, including must-have tools like Python, SQL, statistics, and machine learning. Tune in to discover how to build a successful data science career, no matter your background.
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 into the world of tech and data science, and what you can expect from the podcast.
Whether you’re just starting out or looking to deepen your skills, this episode will give you an overview of the topics we’ll cover—Python, SQL, machine learning, real-world data applications, and much more. Tune in to learn how you can follow your own path into data science!
Next Episode Preview: Our first full episode is The Journey into Data Science, where we’ll dive deep into the essential tools and skills you need to kickstart your data science journey.