Phil Winder

Phil Winder

Cloud-Native Data Science

York, United Kingdom

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Biography

Dr. Phil Winder is a multidisciplinary Software Engineer and Data Scientist. As the CEO of Winder Research, a Cloud-Native Data Science consultancy based in the UK, he helps startups and enterprises utilise Data Science. Through a combination of consulting and development they are able to grow and scale their business by improving their products and platforms. For the past 5 years, Phil has taught thousands of Engineers about Data Science in his range of Data Science training courses at conferences, in public, in private and on the online Safari learning platform. In these courses Phil focuses on the practicalities of using Data Science in industry on a wide range of topics from cleaning data all the way through to deep reinforcement learning.

Books

Blog

Early Access Release of RL Book and a Docker Based ML Workflow May 22 2020Read more
A Simple Docker-Based Workflow for Deploying a Machine Learning Model April 24 2020Read more
COVID-19 Hierarchical Bayesian Logistic Model with pymc3 April 14 2020Read more
COVID-19 Exponential Bayesian Model April 08 2020Read more
COVID-19 Logistic Bayesian Model April 08 2020Read more
COVID-19 Exponential Bayesian Model Backtesting April 08 2020Read more
COVID-19 Response: Athena Project and an Introduction Bayesian Analysis April 08 2020Read more
How to Start a Data Science Project With No or Little Data February 26 2020Read more
Keep it Clean: Why Bad Data Ruins Projects and How to Fix it January 30 2020Read more
Fast Time-Series Filters in Python October 04 2019Read more
A Comparison of Reinforcement Learning Frameworks: Dopamine, RLLib, Keras-RL, Coach, TRFL, Tensorforce, Coach and more July 01 2019Read more
Announcement: New Reinforcement Learning Book with O'Reilly June 25 2019Read more
Keep it Clean: Why Bad Data Ruins Projects and How to Fix it April 30 2019Read more
Google Releases AI Platform with help from Winder Research April 12 2019Read more
DevOps and Data Science: DataDevOps? March 28 2019Read more
Local Jenkins Development Environment on Minikube on OSX March 11 2019Read more
Scikit Learn to Pandas: Data types shouldn't be this hard February 03 2019Read more
7 Reasons Why You Shouldn't Use Helm in Production January 14 2019Read more
Using Data Science to block hackers October 28 2018Read more
Bulding a Cloud-Native PaaS October 25 2018Read more
How Winder Research Made Enterprise Cloud Migration Possible October 22 2018Read more
A Comparison of Serverless Frameworks for Kubernetes: OpenFaas, OpenWhisk, Fission, Kubeless and more September 01 2018Read more
How to Test Terraform Infrastructure Code August 22 2018Read more
Cloud Native Data Science: Best Practices May 04 2018Read more
Cloud Native Data Science: Technology May 03 2018Read more
Cloud Native Data Science: Strategy May 02 2018Read more
Life and Death Decisions: Testing Data Science April 25 2018Read more
How to List all AMIs for each region in AWS April 03 2018Read more
AI Panel of Experts March 06 2018Read more
Introduction to Monitoring Microservices with Prometheus December 04 2017Read more
Logging vs Tracing vs Monitoring November 30 2017Read more
The Meaning of (Artificial) Life: A Prelude to What is Data Science? November 17 2017Read more
Research-Driven Development: Improve the Software You Love While Staying Productive October 16 2017Read more
What is Artificial Intelligence? October 06 2017Read more
The Meaning of (Artificial) Life: A Prelude to What is Data Science? October 03 2017Read more
What Is Data Science? July 15 2017Read more
Secure my Socks: Exploring Microservice Security in an Open-Source Sock Shop - AOTB July 06 2017Read more
What is Cloud-Native? June 21 2017Read more
Cloud-Native Data Science: Turning Data-Oriented Business Problems Into Scalable Solutions June 12 2017Read more
Secure my Socks: Exploring Microservice Security in an Open-Source Sock Shop - CL May 17 2017Read more
Developers _are_ Researchers - Improve the work you love with Research Driven Development May 02 2017Read more
Monitor My Socks: Using Prometheus in a Polyglot Open Source Microservices Reference Architecture April 29 2017Read more
How to use Javascript Promises to lazily update data April 07 2017Read more
What is the Cloud? March 23 2017Read more
Surprise at CPU Hogging in Golang January 03 2017Read more
Secure my Socks: Exploring Microservice Security in an Open Source Sock Shop November 15 2016Read more
Gocoverage - Simplifying Go Code Coverage October 11 2016Read more
How to Test in a Microservices Architecture September 26 2016Read more
Go-Micro - Opinions and Examples July 20 2016Read more
Cohesive Microservices with GoKit July 09 2016Read more