Data Science

Machine Learning – Cloud-native Model Deployments

In this post, we are going to learn about the cloud-native machine learning model deployments.  Cloud-native Deployments First and foremost,…

5 years ago

What, When & Why of Regularization in Machine Learning?

In this post, we will try and understand some of the following in relation to regularizing the regression machine learning…

5 years ago

Unit Tests & Data Coverage for Machine Learning Models

This post represents thoughts on what would it look like planning unit tests for machine learning models. The idea is to…

5 years ago

Machine Learning Cheat sheet (Stanford)

Here is a great set of cheat sheet on some of the following topics: Supervised learning Unsupervised learning Deep learning…

5 years ago

Machine Learning Models used in Facebook

This post quickly represents machine learning projects and related machine learning models. The above diagram represents the usage of the…

5 years ago

13 Programming Languages used for Machine Learning

In this post, you will learn about different programming languages which can be used to create (train) machine learning models…

5 years ago

Top 5 Machine Learning Introduction Slides for Beginners

In this post, you will get to know a list of introduction slides (ppt) for machine learning. These slides could…

5 years ago

Andrew NG Machine Learning Coursera Videos

In this post, you will get to know the list of Andrew NG Machine Learning Coursera Videos. Here is the information: Youtube…

5 years ago

MIT OCW Machine Learning Courses Information

In this post, you get the information related to MIT OCW machine learning course from MIT OpencourseWare (OCW). They use  Matlab as…

5 years ago

Machine Learning – Insurance Applications Use Cases

In this post, you will learn about some of the following insurance applications use cases where machine learning or AI-powered solution can be applied:…

5 years ago

AWS reInvent – Top 7 New Machine Learning Services

In this post, you will learn about some great new and updated machine learning services which have been launched at AWS…

5 years ago

Guidelines for Creating an Ethical AI Framework

In this post, you will learn about how to create an Ethical AI Framework which could be used in your organization. In case, you…

5 years ago

Ethical AI Principles – IBM, Google, Intel, Microsoft

In this post, you will get a quick glimpse of ethical AI principles of companies such as IBM, Intel, Google,…

5 years ago

IEEE Bookmarks on Ethical AI Considerations

In this post, you will get to have bookmarks for ethical AI by IEEE (Institute of Electrical and Electronics Engineers) group. Those…

5 years ago

AI-powered Project Baseline to Map Human Health

In this post, you will learn about technologies and data gathering strategy for Project Baseline, an initiative by Google. Project…

5 years ago

Machine Learning Models – Bias Mitigation Strategies

In this post, you will learn about some of the bias mitigation strategies which could be applied in ML Model Development lifecycle (MDLC) to…

5 years ago