Snacks Weekly on Data Science
By Pan Wu
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Category: Education
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Episodes: 34
Description
This podcast is about making data science and machine learning knowledge accessible and less intimidating. Every week, I will handpick one selected industrial tech blog to break it down. We will discuss some key data science concepts and machine learning algorithms, and how they are applied in those real-world applications.
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| Episode | Date |
|---|---|
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Building Generative AI Product for Customer Segmentation [Klaviyo]
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May 13, 2024 |
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Machine Learning Solution for Failed Job Auto Remediation [Netflix]
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May 06, 2024 |
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Measure Technical Debt in Software Engineering [Booking.com]
|
Apr 29, 2024 |
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Improving Price Experimentation at Amazon [Amazon]
|
Apr 22, 2024 |
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Tackle Position Bias in Uber Eats Feed Recommendation [Uber]
|
Apr 15, 2024 |
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Decision Making with Analytical Hierarchy Processing [New York Times]
|
Apr 08, 2024 |
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Leveraging Generative AI to Boost Data Analyst Productivity [Intuit]
|
Apr 01, 2024 |
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Perturbation analysis of Large Language Models (LLM) [Microsoft]
|
Mar 25, 2024 |
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Monte Carlo Simulation to Predict Tennis Game Outcomes [DraftKings]
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Mar 18, 2024 |
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Two-Tower Neural Network Architecture for Candidate Generation in Recommendation System [Expedia]
|
Mar 11, 2024 |
|
Large Language Model (LLM) with Retrieval Augmented Generation (RAG) Technology for Efficient Agile Planning [Walmart]
|
Mar 04, 2024 |
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Automated Sanity Checks to Streamline Machine Learning Deployment [Intuit]
|
Feb 26, 2024 |
|
Demand Forecasting with Machine Learning Models [Picnic]
|
Feb 19, 2024 |
|
Handling Online-Offline Discrepancy in Ads Ranking System [Pinterest]
|
Feb 12, 2024 |
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Consolidate multiple machine learning models for a better performance [Instacart]
|
Feb 05, 2024 |
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Building Recommendation System with Encoder Architecture [ZipRecruiter]
|
Jan 29, 2024 |
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Leverage ChatGPT to build claim assistant functionality [Oscar Health]
|
Jan 22, 2024 |
|
Ads Simulation to Accelerate Advertising Optimization [UberEats]
|
Jan 15, 2024 |
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Leveraging Generative AI for Food Recipe Creation [HelloFresh]
|
Jan 08, 2024 |
|
2024-01-01 How I achieved my 2013 new year resolution through an effective and unconventional learning approach
|
Jan 01, 2024 |
|
[Special episode] Different types of Data Science work and why I enjoy being a Data Scientist
|
Dec 25, 2023 |
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2023-12-18 Product Personalization with Learning to Rank [CARS24]
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Dec 18, 2023 |
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2023-12-11 Optimising Marketing Allocation with Marketing Mix Models [Haleon]
|
Dec 11, 2023 |
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2023-12-04 Generative AI solution to create engaging email subject lines [Nextdoor]
|
Dec 04, 2023 |
|
2023-11-27 Clustering-based customer segmentation [Microsoft]
|
Nov 27, 2023 |
|
2023-11-20 In-video search [Netflix]
|
Nov 20, 2023 |
|
2023-11-13 Geo Experimentation [Mercado Libre]
|
Nov 13, 2023 |
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2023-11-06 CUPED explained [Statsig]
|
Nov 06, 2023 |
|
2023-10-30 geospatial search made easy [Walmart]
|
Oct 30, 2023 |
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2023-10-23 personalized recipe recommendations [The New York Times]
|
Oct 23, 2023 |
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2023-10-16 synthetic search data [Expedia]
|
Oct 16, 2023 |
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2023-10-09 label noise problems and solutions [Walmart]
|
Oct 09, 2023 |
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2023-10-02-instacart-ads-incrementality
|
Oct 02, 2023 |
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Introducing Snacks Weekly on Data Science
|
Oct 02, 2023 |