Welcome to The Data Science Blueprint

By: The Data Science Blueprint
  • Summary

  • 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.

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Episodes
  • How to Start Your First Data Science Project: A Step-by-Step Guide
    Oct 13 2024

    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!

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    9 mins
  • Mastering Data Science Interviews series- Part 2
    Oct 13 2024

    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!

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    19 mins
  • Mastering Data Science Interviews series- Part 1
    Oct 13 2024

    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!

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    19 mins

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