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Data Science Interview Prep
Data Science Interview Prep Podcast
36 episodes
18 hours ago
Become a Paid Subscriber: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science. Running a podcast takes a lot of time and effort, so please consider supporting us. Become a Paid Subscriber: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe
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Education
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All content for Data Science Interview Prep is the property of Data Science Interview Prep Podcast and is served directly from their servers with no modification, redirects, or rehosting. The podcast is not affiliated with or endorsed by Podjoint in any way.
Become a Paid Subscriber: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science. Running a podcast takes a lot of time and effort, so please consider supporting us. Become a Paid Subscriber: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe
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Education
Episodes (20/36)
Data Science Interview Prep
Logits

As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science. Running a podcast takes a lot of time and effort, so please consider supporting us.


Become a Paid Subscriber: ⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠

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2 weeks ago
5 minutes 40 seconds

Data Science Interview Prep
Bayes' Theorem

As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science.Running a podcast takes a lot of time and effort, so please consider supporting us.


Become a Paid Subscriber: ⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠

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2 months ago
6 minutes 5 seconds

Data Science Interview Prep
High-Level: Collaborative Filtering

This is a high-level episode on collaborative filtering; no math, just the intuition! Let us know if you'd like a more technical overview in the future.

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3 months ago
6 minutes 15 seconds

Data Science Interview Prep
Replay: Dimensionality Reduction

Replay: Dimensionality Reduction

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4 months ago
12 minutes 49 seconds

Data Science Interview Prep
Low-Rank Adaptation

Want to fine-tune an LLM? Learn about LoRA for efficient fine-tuning!


Become a Paid Subscriber: ⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠

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4 months ago
5 minutes 47 seconds

Data Science Interview Prep
BERT in NLP

As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science.Running a podcast takes a lot of time and effort, so please consider supporting us.


Become a Paid Subscriber: ⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠

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6 months ago
7 minutes 7 seconds

Data Science Interview Prep
OLS Regression

As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science.
Running a podcast takes a lot of time and effort, so please consider supporting us.


Become a Paid Subscriber: ⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠

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6 months ago
6 minutes 16 seconds

Data Science Interview Prep
We're Back! And where have we been?

As you may have noticed, The Data Science Interview Prep Podcast has been away for a few months.

Here's why!


Now, we're back on track and ready to help you prepare for your next big interview in all things Data Science.

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7 months ago
2 minutes 18 seconds

Data Science Interview Prep
Bite-Sized Data Science
Want to support us? https://podcasters.spotify.com/pod/show/data-science-interview/subscribe
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1 year ago
4 minutes 52 seconds

Data Science Interview Prep
Replay: P-value

Want to support us?

Become a premium subscriber to The Data Science Interview Prep Podcast: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe

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1 year ago
5 minutes 56 seconds

Data Science Interview Prep
T-test

Want to support us?

Become a premium subscriber to The Data Science Interview Prep Podcast: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe

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1 year ago
7 minutes 15 seconds

Data Science Interview Prep
Replay: Fraud Detection

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Become a premium subscriber to The Data Science Interview Prep Podcast: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe

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1 year ago
13 minutes 25 seconds

Data Science Interview Prep
Recall

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Become a premium subscriber to The Data Science Interview Prep Podcast: ⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe

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1 year ago
4 minutes 31 seconds

Data Science Interview Prep
Stepwise Regression

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1 year ago
4 minutes 44 seconds

Data Science Interview Prep
Hadoop

Check out this high-level overview into the Hadoop ecosystem!


Want to support us?

Become a premium subscriber to The Data Science Interview Prep Podcast: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe

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1 year ago
10 minutes 29 seconds

Data Science Interview Prep
Replay: Word2Vec

Check out one of our popular past episodes on the classic, Word2Vec!


Want to support us?

Become a premium subscriber to The Data Science Interview Prep Podcast: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe

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1 year ago
8 minutes 42 seconds

Data Science Interview Prep
Effect Sizes

Enjoy our content?

Support us as a premium subscriber to the Data Science Interview Prep Podcast. Your contribution keeps us going!


Subscribe and join our journey!


Spotify: ⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠⁠⁠ 

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1 year ago
10 minutes 15 seconds

Data Science Interview Prep
Applied: Customer Segmentation

We're adding applied topics to our episode roster - let us know what you think in the comments. In this episode, we discuss how to apply data science to customer segmentation.


Become a Paid Subscriber to access our full library on Spotify: ⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠ 

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2 years ago
11 minutes 44 seconds

Data Science Interview Prep
Reinforcement Learning

Reinforcement learning is all around us - from playing Go to building robots. To unlock this episode, become a premium subscriber today!

Become a Paid Subscriber for access to the full Data Science Interview Prep Podcast library: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

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If you enjoy our podcast, please consider becoming a premium member on either ⁠⁠⁠⁠⁠⁠⁠⁠⁠Patreon⁠⁠⁠⁠⁠⁠⁠⁠⁠ ($5 donation) or ⁠⁠⁠⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠⁠⁠⁠ ($2.99 donation).

Your donation goes directly to supporting this channel and the human labor that goes into each of these episodes. For each episode, we do research and fact-check our content to make sure that you get the best information possible, even on cutting edge topics. Become a Paid Subscriber: ⁠⁠⁠⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠⁠⁠⁠⁠⁠⁠⁠⁠

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2 years ago
8 minutes 43 seconds

Data Science Interview Prep
Bonferroni Correction

Let's jump into statistics and understand how we can ensure our results are truly significant!


Become a Paid Subscriber for access to the full Data Science Interview Prep Podcast library: ⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠⁠⁠⁠⁠⁠⁠⁠⁠⁠

-----------------------------------------------------------

If you enjoy our podcast, please consider becoming a premium member on either ⁠⁠⁠⁠⁠⁠⁠Patreon⁠⁠⁠⁠⁠⁠⁠ ($5 donation) or ⁠⁠⁠⁠⁠⁠⁠Spotify⁠⁠⁠⁠⁠⁠⁠ ($2.99 donation).

Your donation goes directly to supporting this channel and the human labor that goes into each of these episodes. For each episode, we do research and fact-check our content to make sure that you get the best information possible, even on cutting edge topics. Become a Paid Subscriber: ⁠⁠⁠⁠⁠⁠⁠https://podcasters.spotify.com/pod/show/data-science-interview/subscribe⁠⁠⁠⁠⁠⁠⁠


Becoming a premium member also gives you access to our locked episodes, which include helpful content such as:

- NLP

- Deep Learning

- Recurrent Neural Networks

- Imbalanced Data

- The Bias-Variance Tradeoff

- Transformers in NLP

- Self-Attention in NLP

- Distributions

- Statistics

- A/B Testing

- ROC-AUC

.... and so much more!

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2 years ago
7 minutes 41 seconds

Data Science Interview Prep
Become a Paid Subscriber: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe As a data science professional, I know firsthand how challenging it can be to navigate the job market and prepare for interviews. That's why I started this podcast - to provide valuable resources to those looking to break into the field of data science. Running a podcast takes a lot of time and effort, so please consider supporting us. Become a Paid Subscriber: https://podcasters.spotify.com/pod/show/data-science-interview/subscribe