Jul 18, 2026 · not_requested
How Data Scientists Use AutoML for Production Pipelines
- Duration seconds
- 510
Podcast
The Data Science Podcast with Fexingo: Analytics, Machine Learning, and Data-Driven Conversations
- Author
- Fexingo
- Feed episode count
- 118
- Official site
- https://www.fexingo.com/
Summary
Lucas and Luna sit at a data-science workstation, two thin laptops open to scatter plots and clustering visualizations, and ask: what can we actually learn from the numbers? Each episode of The Data Science Podcast with Fexingo is a grounded, specific conversation about a single analytics problem or machine-learning method — from regularization in regression to the bias-variance trade-off in random forests. Lucas leads with a journalistic eye for how models are built and tested in the real world, citing actual case studies like how Netflix used matrix factorization for recommendations or how healthcare researchers apply survival analysis to clinical trials. Luna keeps the discussion honest, asking about data quality, feature engineering pitfalls, and whether a model’s accuracy actually translates to business value. They never resort to buzzwords: instead, they walk through the workflow from data collection to deployment, discussing trade-offs like interpretability versus performance. The show serves data scientists, analysts, and engineers who want to stay sharp on methods without the hype. Listeners walk away with a clearer understanding of why one algorithm beats another on a gi…
Episodes
Jul 18, 2026 · not_requested
How Data Scientists Use Reservoir Computing for Time Series
- Duration seconds
- 724
Jul 17, 2026 · not_requested
How Data Scientists Use Differential Privacy in Practice
- Duration seconds
- 637
Jul 17, 2026 · not_requested
How Data Scientists Use Bayesian A-B Testing for Smarter Decisions
- Duration seconds
- 548
Jul 16, 2026 · not_requested
How Data Scientists Use GraphRAG for Enterprise Knowledge Discovery
- Duration seconds
- 614
Jul 16, 2026 · not_requested
How Data Scientists Use Knowledge Graphs for Recommendation Systems
- Duration seconds
- 498
Jul 15, 2026 · not_requested
How Data Scientists Use Causal Inference for Business Decisions
- Duration seconds
- 544
Jul 15, 2026 · not_requested
How Data Scientists Use Graph Neural Networks for Fraud Detection
- Duration seconds
- 580
Jul 14, 2026 · not_requested
How Data Scientists Use Retrieval Augmented Generation for Enterprise Search
- Duration seconds
- 472
Jul 14, 2026 · not_requested
How Data Scientists Build Guardrails for Large Language Models
- Duration seconds
- 653
Jul 13, 2026 · not_requested
How Data Scientists Are Building AI Agents That Actually Work
- Duration seconds
- 480
Jul 13, 2026 · not_requested
How Data Scientists Use Data Version Control for Reproducibility
- Duration seconds
- 756
Jul 12, 2026 · not_requested
How Data Scientists Use Feature Stores for Reproducible ML
- Duration seconds
- 605
Jul 12, 2026 · not_requested
How Data Scientists Use Federated Learning for Privacy-Preserving ML
- Duration seconds
- 676
Jul 11, 2026 · not_requested
How Data Scientists Use Gradient Boosting for Tabular Data
- Duration seconds
- 551
Jul 11, 2026 · not_requested
How Data Scientists Use Monte Carlo Simulations for Risk
- Duration seconds
- 531
Jul 10, 2026 · not_requested
How Data Scientists Use SBERT for Semantic Search at Scale
- Duration seconds
- 524
Jul 10, 2026 · not_requested
How Data Scientists Build Interpretable ML Models with SHAP
- Duration seconds
- 732
Jul 9, 2026 · not_requested
How Data Scientists Use Synthetic Data for Model Training
- Duration seconds
- 491
Jul 9, 2026 · not_requested
How Data Scientists Use Temporal Fusion Transformers for Time Series Forecasting
- Duration seconds
- 546
Jul 8, 2026 · not_requested
How Spotify Uses Reinforcement Learning for Playlist Personalization
- Duration seconds
- 707
Jul 8, 2026 · not_requested
Data Scientists Use Counterfactual Explanations for Model Debugging
- Duration seconds
- 687
Jul 7, 2026 · not_requested
How Data Scientists Use Multimodal Models for Zero-Shot Learning
- Duration seconds
- 704
Jul 7, 2026 · not_requested
How Data Scientists Use Nearest Neighbors for Anomaly Detection
- Duration seconds
- 540
Jul 6, 2026 · not_requested
Data Scientists Use Active Learning to Label Smarter
- Duration seconds
- 553
Jun 20, 2026 · not_requested
How Data Scientists Use MLOps to Keep Models in Production
- Duration seconds
- 570
Jun 19, 2026 · not_requested
How Data Scientists Use Vector Databases for RAG Systems
- Duration seconds
- 676
Jun 19, 2026 · not_requested
How Data Scientists Are Using Anomaly Detection in Real Time
- Duration seconds
- 546
Jun 18, 2026 · not_requested
How Data Scientists Use Bayesian A-B Testing for Better Decisions
- Duration seconds
- 444
Jun 18, 2026 · not_requested
How Data Scientists Use Synthetic Data for Model Training
- Duration seconds
- 619
Jun 17, 2026 · not_requested
How Data Scientists Estimate Causal Effects with Double Machine Learning
- Duration seconds
- 467
Jun 17, 2026 · not_requested
How Data Scientists Use Transfer Learning to Solve Cold Start Problems
- Duration seconds
- 803
Jun 16, 2026 · not_requested
How Data Scientists Use Knowledge Graphs to Connect Disparate Data
- Duration seconds
- 494
Jun 16, 2026 · not_requested
How Data Scientists Use Causal Inference to Drive Business Decisions
- Duration seconds
- 418
Jun 15, 2026 · not_requested
How Data Scientists Use Federated Learning to Protect Privacy
- Duration seconds
- 493
Jun 15, 2026 · not_requested
How Data Scientists Use Reinforcement Learning for Dynamic Pricing
- Duration seconds
- 548
Jun 14, 2026 · not_requested
How Data Scientists Build Churn Prediction Models That Actually Work
- Duration seconds
- 356
Jun 14, 2026 · not_requested
How Data Scientists Use Active Learning to Label Smarter
- Duration seconds
- 606
Jun 13, 2026 · not_requested
How Data Scientists Use Distributed Computing for Massive Datasets
- Duration seconds
- 481
Jun 13, 2026 · not_requested
How Data Scientists Are Using TinyML on Edge Devices
- Duration seconds
- 505
Jun 12, 2026 · not_requested
How Data Scientists Use NLP to Detect Misinformation
- Duration seconds
- 584
Jun 12, 2026 · not_requested
Data Scientists Are Using Graph Neural Networks for Fraud Detection
- Duration seconds
- 505
Jun 11, 2026 · not_requested
How Data Scientists Use Counterfactual Explanations to Build Trust
- Duration seconds
- 515
Jun 11, 2026 · not_requested
How Data Scientists Use Shapley Values to Explain Model Predictions
- Duration seconds
- 637
Jun 10, 2026 · not_requested
How Data Science Is Changing the Way We Diagnose Disease
- Duration seconds
- 589
Jun 10, 2026 · not_requested
How Data Scientists Build Recommendation Engines from Scratch
- Duration seconds
- 577
Jun 9, 2026 · not_requested
Why Data Science Projects Fail at the Deployment Stage
- Duration seconds
- 436
Jun 9, 2026 · not_requested
When Data Scientists Should Use Synthetic Control Methods
- Duration seconds
- 417
Jun 8, 2026 · not_requested
How MLOps Teams Are Using Model Monitoring to Prevent Silent Failures
- Duration seconds
- 523
Jun 8, 2026 · not_requested
How Data Scientists Use Bayesian A-B Testing
- Duration seconds
- 497