The Data Scientist Show
By Daliana Liu
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Subscribers: 70
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Episodes: 89
Description
A deep dive into data scientists' day-to-day work, tools and models they use, how they tackle problems, and their career journeys. This podcast helps you grow a successful career in data science. Listening to an episode is like having lunch with an experienced mentor. Guests are data science practitioners from various industries, AI researchers, economists, and CTOs of AI companies. Host: Daliana Liu, an ex-Amazon senior data scientist with 180k followers on Linkedin.
Join 20k subscribers at www.dalianaliu.com to learn more about data science, career, and this show. Twitter @DalianaLiu.
| Episode | Date |
|---|---|
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Why data scientists are tired, six real data scientists' frustrations - The Data Scientist Show #089
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Apr 17, 2024 |
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Why 80% of A/B tests fail, how to 10X your experimentation velocity - Kristi Angel - The Data Scientist Show #088
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Apr 08, 2024 |
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From physics PhD to data science leader, unexpected challenges in survey data, Python vs R, EDA best practices, building MLOps toolkit - Julia Silge - The Data Scientist Show #087
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Mar 30, 2024 |
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Why he created Pandas, the future of data systems, why he left his CTO role to become a chief architect - Wes McKinney - The Data Scientist Show #086
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Mar 22, 2024 |
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From financial analyst to director of analytics, how to get promoted quickly, 7 elements of influence - Christopher Fricker - The Data Scientist Show #085
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Mar 15, 2024 |
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Adapters: the game changer for fine-tuning - Geoffrey Angus - The Data Scientist Show #084
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Mar 08, 2024 |
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Landing a job by analyzing Seattle's crime data, from data scientist to founder of interview query, building a lifestyle business - Jay Feng - The Data Scientist Show #083
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Feb 29, 2024 |
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Case studies from the GenAI frontier, scaling ML teams, from biologist to machine learning consultant- Erik Gafni - The Data Scientist Show #082
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Feb 24, 2024 |
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Data science job market in 2024, softskills for interviews, AI engineering - Jay Feng - The Data Scientist Show #081
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Feb 16, 2024 |
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How to handle being laid off (as data scientists), severance negotiation, full-time employment vs independent consultant - The Data Scientist Show #080
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Feb 09, 2024 |
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From data analyst to sales engineer, personality-based career design, sales skills for data people - Jenny Wu - The Data Scientist Show #079
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Feb 01, 2024 |
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The future of data science teams, integrating AI into data science workflows, building data apps for stakeholders - Barry McCardel - The Data Scientist Show #078
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Jan 21, 2024 |
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Product data science for Microsoft AI, data scientist's role of GenAI, how to deal with burn out - Sid Sharan - The Data Scientist Show #077
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Jan 15, 2024 |
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How she doubled her salary in a year as a data analyst, SQL in the real world, is job hopping bad? - Jess Ramos - The Data Scientist Show #076
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Jan 05, 2024 |
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How he got into machine learning and Gen AI at Amazon, how we went from "enemies" to allies - Mehdi Noori - The Data Scientist Show #075
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Dec 06, 2023 |
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Why she quit her finance job to become a farmer, exploring a different path from the modern life - Misty Arnold - The Data Scientist Show #074
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Nov 29, 2023 |
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Why he left his MLE job for product data science at Meta, data science at Uber, Linkedin, and Truecar - Pan Wu - The Data Scientist Show #073
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Nov 19, 2023 |
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Machine learning in cybersecurity, computer vision in sports, from business analyst to ML engineer - Betty Zhang - The Data Scientist Show #072
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Nov 12, 2023 |
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Stop abusing A/B testing, toxic experimentation culture, how to run A/B tests with rigor - Che Sharma - The Data Scientist Show #071
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Nov 04, 2023 |
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Academia vs. Industry for Machine Learning, Research at Uber AI Labs, ML for Wind Farms - Jason Yosinski - The Data Scientist Show #070
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Oct 23, 2023 |
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Ads forecasting at Netflix and Spotify, how to build your personal moat - Jeff Li - The Data Scientist Show #069
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Sep 14, 2023 |
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A/B testing at Airbnb, building next-gen experimentation platform at Eppo - Che Sharma - The Data Scientist Show #068
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Aug 25, 2023 |
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From data scientist@Meta to full-time YouTuber (500k+ sub), AI engineering, future of work - Tina Huang - The Data Scientist Show #067
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Aug 10, 2023 |
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Making LLMs hallucinate less, how to diagnose ML models, from PM in Google AI to CEO of Galileo - Vikram Chatterji - The Data Scientist Show #066
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Aug 01, 2023 |
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Data Science "Mix Martial Arts", applied re-inforcement learning, scaling AI workloads using Ray - Max Pumperla - The Data Scientist Show #065
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Jul 28, 2023 |
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Uber's ML Systems (Uber Eats, Customer Support), Declarative Machine Learning - Piero Molino - The Data Scientist Show #064
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Jul 04, 2023 |
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Data science in transportation, the intersection of operations research and ML - Holger Teichgraeber - The Data Scientist Show #063
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Jun 26, 2023 |
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Tackling data quality issues, 5 pillars of data observability, from management consultant to CEO of Monte Carlo - Barr Moses -The Data Scientist Show #062
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May 18, 2023 |
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Is search dead? Google vs ChatGPT, from Google Search to enterprise search at Glean, machine learning in search, tech layoffs - Deedy Das - The Data Scientist Show #061
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Feb 21, 2023 |
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The 100-hour work week of an self-taught machine learning researcher, how he got into Google Brain, why he started Omni - Jeremy Nixon - The Data Scientist Show #060
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Feb 20, 2023 |
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The power of error analysis, tree models for search relevancy, what ChatGPT means for data scientists - Sergey Feldman - The Data Scientist Show #059
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Jan 24, 2023 |
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How to build data science muscle memory, DeepChecks -- an open source ML testing suite - Philip Tannor - The Data Scientist Show #058
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Dec 07, 2022 |
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The Daliana Special: how did I got into data science, 5 things only experienced data scientists know, and why I started "The Data Scientist Show" - Daliana Liu #057
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Nov 24, 2022 |
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How he carved his own path at Airbnb, from data engineer to CEO of Mage - Tommy Dang - the data scientist show #056
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Nov 08, 2022 |
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How to effectively test and debug machine learning models, from ML engineer@Apple to startup founder - Gabriel Bayomi - the data scientist show #055
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Oct 24, 2022 |
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From Amazon research scientist to head of data product at Vestiaire Collective, why data science projects fail, how to be a good communicator - Alisa Kim - the data scientist show #054
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Oct 19, 2022 |
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The lessons from almost losing a million dollars for his company, how to build good data assets and get buy-in from the leadership - Mark Freeman - the data scientist show#053
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Oct 15, 2022 |
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From deep learning architect at AWS to PM in AI product - Abhi Sharma - the data scientist show #052
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Oct 04, 2022 |
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What data scientists need to know about MLOps principles, from GPA 2.6 to Sr. MLOps Engineer@Intuit - Mikiko Bazeley - the data scientist show051
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Sep 27, 2022 |
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Bayesian thinking in work and life, ad attribution models and A/B testing, machine learning@Foursquare - Max Sklar - the data scientist show050
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Sep 13, 2022 |
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Why he quit a $500k+ machine learning job at Meta (Facebook): a candid review of his experience, mistakes, and ML best practices - Damien Benveniste - the data scientist show049
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Sep 06, 2022 |
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Time series modeling in supply chain, how to master business communication, save the environment with data science - Sunishchal Dev - the data scientist show048
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Aug 31, 2022 |
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Product data science@Spotity, from management consultant to data scientist, salary negotiation, managing ADHD - Felicia Rutberg - the data scientist show047
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Aug 18, 2022 |
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Data science interviews trends, from being laid off to landing a data scientist job at Airbnb - Emma Ding - the data scientist show #046
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Aug 02, 2022 |
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Using ML to tackle disruptive behaviors in gaming@Activision, data science in the metaverse, cyber security - Carly Taylor - the data scientist show #045
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Jul 29, 2022 |
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From lawyer to senior data scientist at Amazon, data science in devices, HR, and real estate, how to 're-invent' yourself - Pauline Chow - the data scientist show #044
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Jul 13, 2022 |
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From chemical engineer to data scientist@ExxonMobil, why he left to do data science freelancing, data career jumpstart, Avery Smith - the data scientist show#043
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Jul 06, 2022 |
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Applied machine learning research methods, human-machine team, AI strategies, trends in machine learning, how to earn trust - Vin Vashishta - The data scientist show #042
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Jun 29, 2022 |
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Retail store forecasting with video and audio, ML in high frequency trading, from tech to politics, ML in Web3 - Greg Tanaka, the data scientist show #041
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Jun 23, 2022 |
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Weather forecasting with AI, Kaggle tips and tricks, dealing with missing data, deep learning with Jesper Dramsch, The Data Scientist Show #040
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Jun 16, 2022 |
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Reinforcement learning common use cases, recommendation engine, productivity - Susan Shu Chang the data scientist show#039
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Jun 08, 2022 |
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User-centric data science, design thinking, from UX researcher to data science manager@Visa - Laura Gabrysiak - the data scientist show #038
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May 31, 2022 |
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A/B testing and growth analytics at Airbnb, building data science tools and metrics store with Nick Handel, the data scientist show#037
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May 24, 2022 |
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Becoming a superforecaster, decision science for better human predictions - Pavel Atanasov-the data scientist show#036
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May 17, 2022 |
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Using AI to detect online abuse, from physics PhD to staff ML engineer@Linkedin, persuasion at work with James Verbus - the data scientist show #035
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May 10, 2022 |
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The golden age of AI and neuroscience, brain computer interface (BCI), from academia to FAANG with Patrick Mineault - The Data Scientist Show #034
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May 05, 2022 |
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From biostatistician to the 'artist of data science', how he turned his life around, philosophy - Harpreet Sahota - The Data Scientist Show#033
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Apr 06, 2022 |
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How he built the best Covid forecasting model, lessons learned and how to improve model performance with Youyang Gu - The Data Scientist Show#032
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Mar 31, 2022 |
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Feature engineering, ML models in production, new trend for ML tools, day-to-day of a principal engineer with Willem Pienaar - The Data Scientist Show #031
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Mar 24, 2022 |
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Machine learning in healthcare, how to scale ML solutions, from ML researcher to product leader at Microsoft with Muazma Zahid - The Data Scientist Show #030
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Mar 20, 2022 |
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Hands-on time series analysis, open source projects, R packages, MLOps common mistakes with Rami Krispin - The Data Scientist Show #029
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Mar 11, 2022 |
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Becoming a deep learning researcher without a PhD, graph neural network(GNN), time series, recommender system with Kyle Kranen - The Data Scientist Show#028
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Mar 03, 2022 |
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How to 'predict' the past, geospatial data's use cases, Data-as-a-Service (DaaS), out-of-the-box career advice with the CEO of SafeGraph, Auren Hoffman - The Data Scientist Show #027
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Feb 24, 2022 |
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Telling compelling stories with data, people skills for analytical thinkers with Gilbert Eijkelenboom - The Data Scientist Show #026
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Feb 17, 2022 |
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Sports analytics and personal branding for data scientists, Ken Jee - The Data Scientist Show #025
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Feb 09, 2022 |
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From Apple store specialist to ML engineer at Apple, build a portfolio through open source projects, Julia Language, with Logan Kilpatrick - The Data Scientist Show #024
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Feb 03, 2022 |
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Tackling complex ML problems with small steps, MLOps best practices, pre-model analysis, from marketing analyst to principal ML researcher with Nathan Landi, The Data Scientist Show #023
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Jan 27, 2022 |
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Data-driven sales strategies, sales metrics, how to collaborate with business leaders with Dennis Yu - The Data Scientist Show #022
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Jan 20, 2022 |
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Economic thinking and a must-listen mini MBA for data scientists with Airbnb VP and Wharton Professor, Amit Gandhi - The Data Scientist Show#021
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Jan 13, 2022 |
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Translating ML model’s output into financial impact, fraud detection, financial modeling at Google, interview preparation with Dan Lee - The Data Scientist Show #020
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Jan 05, 2022 |
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Unlocking the power of emotional intelligence for your career success, how to handle toxic relationships and how to regulate negative emotions with Marc Brackett - The Data Scientist Show #019
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Dec 30, 2021 |
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The ultimate data science interview landscape, three shifts in DS job search, common mistakes in interviews with Andrew Berry The Data Scientist Show #018
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Dec 23, 2021 |
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From unemployed to chief data scientist of multiple startups, machine learning prototyping, how to read people, overcoming life struggles with Matt Kirk, the data scientist show #017
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Dec 15, 2021 |
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The unique algorithm for compact and accurate machine learning models, no-code ML use cases and its impact on the future of data scientists with Blair Newman - The Data Scientist Show #016
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Dec 09, 2021 |
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Build successful end-to-end machine learning systems, ML engineers day-to-day and stakeholder management with Eugene Yan - The Data Scientist Show#015
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Dec 02, 2021 |
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From data engineer to data scientist at Google, transition into DS from non-tech degree, salary negotiation, how to manage up with Sundas Khalid - The Data Scientist Show #014
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Nov 25, 2021 |
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Develop product sense to uplevel your data science career, how to influence product managers with data, crack product sense interview questions with Peter Knudson - The Data Scientist Show #013
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Nov 17, 2021 |
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The secret to improve mental health, future of data engineering, work life balance with Zach Wilson - The Data Scientist Show #012
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Nov 09, 2021 |
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Demystify data engineering, 3 common mistakes, FAANG's culture, how to say no at work with Zach Wilson - The Data Scientist Show #011
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Nov 04, 2021 |
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Build a killer analytics dashboard for your CEO; data visualization best practices with Kate Strachnyi - The Data Scientist Show #010
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Oct 28, 2021 |
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Ace the data science interview; build kick-ass portfolio projects with Nick Singh - The Data Scientist Show #009
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Oct 21, 2021 |
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Solving the brain with machine learning; the secret to a successful career with Konrad Kording - The Data Scientist Show #008
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Oct 14, 2021 |
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How do data scientists get into blockchain? How to build a career by networking online, Greg Osuri - The Data Scientist Show #007
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Oct 08, 2021 |
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Human-centered design for AI; working with Fei-Fei Li; human first design for AI, Andrew Kondrich - The Data Scientist Show #006
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Oct 01, 2021 |
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From history major to data science manager, when you shouldn't use data, Bryan Davis - The Data Scientist Show #005
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Sep 24, 2021 |
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How to get your dream job without applying online. with Jerry Lee - The Data Scientist Show #004
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Sep 17, 2021 |
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Transition into machine learning as an engineer, two mistakes ML scientists should avoid. Alexey Grigorev - The Data Scientist Show #003
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Sep 08, 2021 |
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The future of data scientists; network like a champion with Jim Zheng - The Data Scientist Show #002
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Sep 03, 2021 |
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Build resilient machine learning models; advice for ML careers - Gerald Friedland The Data Scientist Show #001
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Aug 30, 2021 |