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Zillow Just Gave Us A Look At Machine Learning's Future
It's put up or shut up time for Data Science teams. When the business depends on our work for revenue growth, success is expected. Failure is fatal.
Vin Vashishta
Nov 4, 2021
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Zillow Just Gave Us A Look At Machine Learning's Future
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Data Librarian: The Next Generation Of Data Engineering
Data Engineering was a great start but supporting an experimental Data Science process requires the role to evolve.
Vin Vashishta
Nov 15, 2021
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Data Librarian: The Next Generation Of Data Engineering
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Zillow Was Just The Beginning. Companies Are Feeling The Pain Of Failed Data Science Initiatives.
Zillow's Data Science failures were apparent. Most businesses struggling with Data Science are not. Zillow took the bold step of throwing their Data…
Vin Vashishta
Jan 29
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Zillow Was Just The Beginning. Companies Are Feeling The Pain Of Failed Data Science Initiatives.
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The Warning Signs Of A Layoff
We're going through a layoff cycle that will accelerate in the coming months. Some think this will be like the Dot Com bust, but I see planning that's…
Vin Vashishta
May 11
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The Warning Signs Of A Layoff
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A Basic Introduction To Research and Study Design For Machine Learning
Full disclosure: I have a hard sciences background. I am not a hard sciences researcher. I have no PhD and do not publish research which adds to the…
Vin Vashishta
Jan 7
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A Basic Introduction To Research and Study Design For Machine Learning
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How Do You Figure Out And Justify Your Data Science Consulting Rate?
Businesses are used to paying more than you think for Data Science consultants and freelancers. However, you must know how to price and justify your…
Vin Vashishta
Dec 4, 2021
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How Do You Figure Out And Justify Your Data Science Consulting Rate?
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What Are The Major Transitions For Data Scientists On The Leadership Track?
Leadership is a rewarding track that few Data Scientists consider seriously. Being successful requires us to adopt an unfamiliar capability set. We must…
Vin Vashishta
Dec 9, 2021
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What Are The Major Transitions For Data Scientists On The Leadership Track?
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AI Strategy KPI Library
This is a living document with a comprehensive list of AI Strategy KPIs. It will be updated regularly.
Vin Vashishta
Jan 4
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AI Strategy KPI Library
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Introduction To Causal Machine Learning Part 1: Why Causal?
In the introduction to the series, I must explain the limitations of Causal ML as well as a basic applied framework. Causal ML is not perfect but it is…
Vin Vashishta
Jan 19
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Introduction To Causal Machine Learning Part 1: Why Causal?
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You’re A Senior Data Scientist…Now What?
Career paths for Data Scientists are like Big Foot. Some people claim to have seen it but most of us aren't sure they actually exist. Let's talk about…
Vin Vashishta
Dec 7, 2021
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You’re A Senior Data Scientist…Now What?
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Benchmarking And Evaluating The Business Value Of Machine Learning Models
I talk about connecting business metrics to model metrics. Benchmarks are a good framework for achieving that. However, you have to avoid the gaps that…
Vin Vashishta
Dec 6, 2021
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Benchmarking And Evaluating The Business Value Of Machine Learning Models
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Capabilities VS Skills Based Assessments For Hiring Data Scientists Part 1
Part 1 covers creating job descriptions and screening resumes. The change in focus from skills to capabilities helps me hire faster and improve employee…
Vin Vashishta
Nov 22, 2021
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Capabilities VS Skills Based Assessments For Hiring Data Scientists Part 1
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