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Opeyemi Bamigbade
Opeyemi Bamigbade

347 Followers

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Published in Heartbeat

·Nov 15, 2021

AI Decision Support System in Healthcare (Part 3)

A special focus in prostate cancer severity measures with Gleason score — This is the concluding part of a three-part series that aimed at building an AI decision support system for pathologists. The system focuses on standardizing Gleason score predictions for the severity of prostate cancer metastasis using machine and deep learning. …

Deep Learning

7 min read

AI Decision Support System in Healthcare (Part 3)
AI Decision Support System in Healthcare (Part 3)
Deep Learning

7 min read


Published in Heartbeat

·Oct 29, 2021

Building an AI Decision Support System in Healthcare (Part 2)

A special focus on prostate cancer severity measures with Gleason score — This is the second part of a three-part series. I suggest you read part one for a better understanding: Building an AI Decision Support System in Healthcare (Part 1) A special focus on prostate cancer severity measures with Gleason scoresheartbeat.comet.ml Prerequisite To fully understand the majority of the concepts explored in this part, you should be familiar with:

Deep Learning

8 min read

Building an AI Decision Support System in Healthcare (Part 2)
Building an AI Decision Support System in Healthcare (Part 2)
Deep Learning

8 min read


Published in Heartbeat

·Oct 19, 2021

AI Decision Support System in Healthcare (Part 1)

A special focus on prostate cancer severity measures with Gleason scores — Building a machine learning model is interesting, but narrowing it down to a data product that end users can benefit from is more interesting to me. …

Machine Learning

6 min read

Building an AI Decision Support System in Healthcare (Part 1)
Building an AI Decision Support System in Healthcare (Part 1)
Machine Learning

6 min read


Published in MLOps.community

·Feb 5, 2021

Test-Driven Development in MLOps Part 3

An approach to Test-Driven Development for ML-Powered Apps — This is the concluding part of a three-part series. I suggest you read part 1 & 2 for a better understanding: Test-Driven Development in MLOps Part 1 An approach to Test-Driven Development for ML-Powered Appsmedium.com Test-Driven Development in MLOps Part 2 An approach to Test-Driven Development for ML-Powered Appsmedium.com In this part, we will continue on building ML-powered apps using TDD approach with a special focus on the following:

Mlops

7 min read

Test-Driven Development in MLOps Part 3
Test-Driven Development in MLOps Part 3
Mlops

7 min read


Published in MLOps.community

·Jan 12, 2021

Test-Driven Development in MLOps Part 2

An approach to Test-Driven Development for ML-Powered Apps — This is the second part of a three-part series. I suggest you read part 1 for a better understanding: Test-Driven Development in MLOps Part 1 An approach to Test-Driven Development for ML-Powered Appsmedium.com In this article, we will continue on building ML-powered apps using TDD approach with special focus on the following: Test organisation in sources code

Mlops

9 min read

Test-Driven Development in MLOps Part 2
Test-Driven Development in MLOps Part 2
Mlops

9 min read


Published in MLOps.community

·Dec 20, 2020

Test-Driven Development in MLOps Part 1

An approach to Test-Driven Development for ML-Powered Apps Test-Driven Development (TDD) is a development technique where you must first write a test that fails before you write new functional code. …

Mlops

7 min read

Test-Driven Development in MLOps Part 1
Test-Driven Development in MLOps Part 1
Mlops

7 min read


Nov 19, 2020

Data Science & Machine Learning in Containers

Deep Dive Into Containerization for Data Science & Machine Learning This is a summary of a well-detailed article I originally published with neptune.ai. For complete understanding and further details, you can find the full write-up by clicking the Full article link on neptune.ai When building data science and machine learning-powered…

Data Science

20 min read

Data Science & Machine Learning in Containers
Data Science & Machine Learning in Containers
Data Science

20 min read


Published in Heartbeat

·Oct 22, 2020

Building Production Machine Learning Systems on Google Cloud Platform (Part 4)

Scaling out to a cloud platform for fast model training, evaluation, inferencing, logging, and monitoring — This is the concluding part of a four-part series. I suggest you read part 1, 2, and 3 for a better understanding: Part 1 Part 2 Part 3 In this article, we will continue building production machine learning systems on GCP with a special focus on the design of hybrid…

Machine Learning

7 min read

Building Production Machine Learning Systems on Google Cloud Platform (Part 4)
Building Production Machine Learning Systems on Google Cloud Platform (Part 4)
Machine Learning

7 min read


Published in Heartbeat

·Oct 15, 2020

Building Production Machine Learning Systems on Google Cloud Platform (Part 3)

Scaling out to a cloud platform for fast model training, evaluation, inferencing, logging, and monitoring. — This is the third part of a four-part series. I suggest you read part 1 and 2 for a better understanding: Part 1 Part 2 In this article, we will continue the exploration of production machine learning systems on GCP with a special focus on the design of high-performance ML…

Machine Learning

6 min read

Building Production Machine Learning Systems on Google Cloud Platform (Part 3)
Building Production Machine Learning Systems on Google Cloud Platform (Part 3)
Machine Learning

6 min read


Published in Heartbeat

·Oct 8, 2020

Building Production Machine Learning Systems on Google Cloud Platform (Part 2)

Scaling out to a cloud platform for fast model training, evaluation, inferencing, logging, and monitoring. — This is the second part of a four-part series. I suggest you read part 1 for a better understanding: link to part 1 In this article, we will continue on building production machine learning systems on GCP with a special focus on the following: Data ingestion for cloud-based analytics and…

Machine Learning

6 min read

Building Production Machine Learning Systems on Google Cloud Platform (Part 2)
Building Production Machine Learning Systems on Google Cloud Platform (Part 2)
Machine Learning

6 min read

Opeyemi Bamigbade

Opeyemi Bamigbade

347 Followers

Data Scientist |ML-Engineer. Open to consulting and new opportunities. https://opeyemibami.github.io/yhemmy/

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