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Abhishek Maheshwarappa
Abhishek Maheshwarappa

59 Followers

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Jun 25, 2022

Explainable AI with ICE ( Individual Conditional Expectation Plots )

In this article, we will go through what is ICE Plots and how we can use them to explain the Machine Learning Algorithm Last blog I wrote about Explainable AI with PDP (Partial Dependence Plot), this next in a series that deals with another method for explaining ML algorithms. If…

Explainable Ai

5 min read

Explainable AI with ICE ( Individual Conditional Expectation Plots )
Explainable AI with ICE ( Individual Conditional Expectation Plots )
Explainable Ai

5 min read


Jun 19, 2022

Explainable AI with PDP (Partial Dependence Plot)

In this article, we will go through what is PDP and how we can use it to explain the Machine Learning Algorithms If you hate theory and want to play with the code here is Google Colab for you. For others who are interested in how Partial Dependence Plot works…

Explainable Ai

5 min read

Explainable AI with PDP (Partial Dependence Plot)
Explainable AI with PDP (Partial Dependence Plot)
Explainable Ai

5 min read


Dec 29, 2021

Seldon —MLOps

Seldon a platform for packaging and deploying machine learning models This blog will talk about the overview of an MLOps tool Seldon and why one should know about Seldon and what are the benefits of using Seldon. Why should you know about Seldon? The biggest problem in the industry is…

Mlops

3 min read

Seldon —MLOps
Seldon —MLOps
Mlops

3 min read


Aug 9, 2021

SHAP Values for Explainable AI

Shapely Values — explained in simplest terms — Introduction With increase debate on accuracy and explainability, the SHAP (SHapley Additive exPlanations) provides the game-theoretic approach to explain the output of any ML model. SHAP was introduced in the research paper A Unified Approach to Interpreting Model Predictions by Scott M. Lundberg and Su-In Lee in 2017. If you hate…

Explainable Ai

6 min read

SHAP Values for Explainable AI
SHAP Values for Explainable AI
Explainable Ai

6 min read


Aug 1, 2021

Microsoft Vision Transfer Learning

Microsoft Vision ResNet 50, transfer learning to classify fruit-360 data with 98% Accuracy Introduction In this blog, I will be going through the Microsoft Vision model, how to achieve the transfer learning using that, and finally will move into implementation of the Microsoft Vision model for classifying fruit-360 with 98% test…

Microsoft

4 min read

Microsoft Vision Transfer Learning
Microsoft Vision Transfer Learning
Microsoft

4 min read


Dec 18, 2020

Multi-Arm Bandits for recommendations and A/B testing on Amazon ratings data set

Multi-Arm Bandits is used by many companies like Stitchfix, Netflix, Microsoft, and other big companies for recommendations. There are tons of research going on the Multi-Arm Bandits and their application to real-time problems. This article is an attempt to apply Multi-Arm bandits. What is a Multi-Arm Bandit? If you are visiting the casino for the…

Recommendations

11 min read

Multi-Arm Bandits for recommendations and A/B testing on Amazon ratings data set
Multi-Arm Bandits for recommendations and A/B testing on Amazon ratings data set
Recommendations

11 min read


Nov 15, 2020

Reinforcement Learning for Stock Trading

One of the most intresting fields of AI is Reinforcement learning, which came into popularity in 2016 when the computer AlphaGO into the light. AlphaGo is the first computer program to defeat a professional human Go player Leo Sedol. Before going to Trading let's define some…

Reinforcement Learning

6 min read

Reinforcement Learning for Stock Trading
Reinforcement Learning for Stock Trading
Reinforcement Learning

6 min read


Published in Amazon AWS

·Jul 21, 2020

Getting started with EC2 instance

About EC2 Amazon EC2(Elastic Compute Cloud) provides secure, resizable compute capacity in the cloud, eliminating the need to invest in hardware. Provides on-demand, scalable compute capacity in the AWS Cloud Compute Instances are known as EC2 instances Allows various configurations of CPU, memory, storage and networking capabilities Instances can be launched in…

Aws Ec 2

8 min read

Getting started with EC2 instance
Getting started with EC2 instance
Aws Ec 2

8 min read


Jun 23, 2020

Installing CUDA for Nvidia GPU and cuDNN on windows 10

GPU-quickened CUDA libraries empower the speeding up over numerous spaces such as linear algebra, image and video processing and deep learning. Aim of this article is to provide easy steps to install CUDA and get it up and running for the project and other applications Requirements for CUDA are …

Cuda 10

5 min read

Installing CUDA for Nvidia GPU and cuDNN on windows 10
Installing CUDA for Nvidia GPU and cuDNN on windows 10
Cuda 10

5 min read


Jun 9, 2020

Integration between Python/FastAPI and Snowflake

Requirements Basic python Installation requirements — FastAPI and Uvicorn pip install fastapi pip install uvicorn Snowflake Account

Snowflake

3 min read

Integration between Python/FastAPI and Snowflake
Integration between Python/FastAPI and Snowflake
Snowflake

3 min read

Abhishek Maheshwarappa

Abhishek Maheshwarappa

59 Followers

Data Scientist | ML-Ops| https://abhi-gm.github.io/ | https://www.linkedin.com/in/abhishek-g-m/ | https://github.com/abhi-gm

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