Data Science Interview Prep
By Data Science Interview Prep Podcast
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Episodes: 39
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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
| Episode | Date |
|---|---|
|
Replay: Logits
|
Mar 05, 2026 |
|
Replay: Bite-sized Data Science
|
Dec 25, 2025 |
|
Replay: A/B Testing
|
Nov 24, 2025 |
|
Logits
|
Oct 22, 2025 |
|
Bayes' Theorem
|
Aug 23, 2025 |
|
High-Level: Collaborative Filtering
|
Jul 29, 2025 |
|
Replay: Dimensionality Reduction
|
Jul 02, 2025 |
|
Low-Rank Adaptation
|
Jun 15, 2025 |
|
BERT in NLP
|
May 07, 2025 |
|
OLS Regression
|
Apr 13, 2025 |
|
We're Back! And where have we been?
|
Apr 11, 2025 |
|
Bite-Sized Data Science
|
May 12, 2024 |
|
Replay: P-value
|
May 05, 2024 |
|
T-test
|
Apr 23, 2024 |
|
Replay: Fraud Detection
|
Apr 07, 2024 |
|
Recall
|
Feb 17, 2024 |
|
Stepwise Regression
|
Jan 28, 2024 |
|
Hadoop
|
Jan 07, 2024 |
|
Replay: Word2Vec
|
Dec 15, 2023 |
|
Effect Sizes
|
Nov 23, 2023 |
|
Applied: Customer Segmentation
|
Nov 01, 2023 |
|
Reinforcement Learning
|
Sep 30, 2023 |
|
Bonferroni Correction
|
Sep 05, 2023 |
|
Chi-Square
|
Aug 08, 2023 |
|
Mock Interview II
|
Jul 22, 2023 |
|
Maximum Likelihood Estimation
|
Jul 02, 2023 |
|
Markov Chains
|
Jun 19, 2023 |
|
GANs
|
Jun 04, 2023 |
|
BONUS: Data Scientist vs. Analyst vs. MLE
|
May 15, 2023 |
|
Activation Functions
|
May 10, 2023 |
|
Central Limit Theorem
|
May 03, 2023 |
|
CI/CD
|
Apr 23, 2023 |
|
Multi-Armed Bandits
|
Apr 09, 2023 |
|
K-Nearest Neighbours
|
Apr 07, 2023 |
|
Naïve Bayes Classifier
|
Mar 18, 2023 |
|
Word2Vec
|
Mar 05, 2023 |
|
Time Complexity
|
Feb 16, 2023 |
|
Regularization
|
Jan 07, 2023 |
|
Cross-validation
|
Jan 07, 2023 |