Data Dreamers Podcast

By: Purva Pujari
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  • Summary

  • Welcome to Data Dreamers Podcast - for data enthusiasts and professionals! Join us as we dive deep into the world of data literacy and awareness, exploring the latest trends, tools, and techniques to help you excel in your analytics career. Our expert guests share insights, stories, and practical advice on everything from data visualization and analysis to machine learning and AI. Whether you're a seasoned pro or just starting out, we have something for everyone. So if you're passionate about data and eager to grow your skills, tune in and join us on the journey towards becoming a data ninja!
    Purva Pujari
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Career Success Economics
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Episodes
  • Understanding Dimensionality Reduction Techniques

    Understanding Dimensionality Reduction Techniques
    Dec 5 2023
    Join us in this episode as we unravel the mysteries behind two powerful techniques in the world of dimensionality reduction: Principal Component Analysis (PCA) and t-Distributed Stochastic Neighbor Embedding (t-SNE). We break down the complex concepts into simple terms, exploring how PCA simplifies data by finding its essential patterns and how t-SNE creates intuitive maps where similarities shine. Whether you're a data enthusiast or just curious about understanding data in a whole new way, this episode is your guide to demystifying these fundamental tools. Tune in and discover the magic behind organizing and visualizing data with ease.
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    10 mins
  • Diving Deep into Exploratory Data Analysis

    Diving Deep into Exploratory Data Analysis
    Sep 10 2023
    Welcome back, Data Dreamers! Let’s dive deeper into the exciting world of Exploratory Data Analysis (EDA). In our last episode, we covered the fundamentals of EDA, and today, we’re taking it up a notch by exploring some advanced techniques and sharing real-world EDA success stories.
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    7 mins
  • Exploratory Data Analysis: Letting the Data tell it’s story!

    Exploratory Data Analysis: Letting the Data tell it’s story!
    Sep 4 2023
    In this episode, we dive deeper into Exploratory Data Analysis. As getting to know your data is a crucial step before further modelling, this step holds an immense value in analysing any data. Let’s delve into EDA, it’s importance and generalised approach for such exploration.
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    7 mins

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