Aishwarya Srinivasan

Aug 10, 2022

Infusing Ethics in AI: Causes, Effects, and Mitigation

What is Ethical AI and how it impacts the community? With great power comes great responsibility. This has proven to be true especially in the case of artificial intelligence. With the flamboyance created by AI in the era, the ill-effects of the technology have not been carefully studied. The side-effects are only observed where they come into play and when…

Ethical Ai

8 min read

Infusing Ethics in AI: Causes, Effects, and Mitigation

Ethical Ai

8 min read

Oct 4, 2021

Stock Trading Accelerator using Reinforcement Learning

TRADING! 🤑🤑 A use-case that gets more complicated than we can ever imagine. There are so many data signals that could impact the market movement. It isn’t just a simple time-series use-case, there are so many factors that could trigger the market growth or fall. In recent times, we have…

Reinforcement Learning

2 min read

Reinforcement Learning

2 min read

Mar 2, 2021

Weekend Musings Rewind — February 2021

Weekend Musings is a weekly video blog series that focuses on tech talks around research and industrial applications of artificial intelligence in various domains. In the rewind series, I will recap the weekend musings monthly, which would help you collate the content in one place and revisit the tech bytes…

Artificial Intelligence

3 min read

Artificial Intelligence

3 min read

Published in

Towards Data Science

·Dec 14, 2020

Leveraging Machine Learning to predict wildfires using PyTorch Lightning

Contributing to the United Nation’s Sustainable Development Goals — TLDR: One of the major roadblocks faced by the United Nations to keep their Sustainable Development Goals on track is to combat the natural hazard, and one that tops the chart causing enormous destruction is wildfires. As a Data Scientist, I really wish to create a positive change in society…

Data Science

6 min read

Leveraging Machine Learning to predict wildfires: Contributing to the United Nation’s Sustainable…

Data Science

6 min read

Dec 6, 2020

Federated Learning: Google’s Take

It is intriguing yet spooky to see how much data the tech giants like Google, Facebook, Apple to name a few have of you. …

Machine Learning

3 min read

Machine Learning

3 min read

Published in

IBM Data Science in Practice

·Dec 4, 2020

The first of its kind AI Model- Samuel’s Checkers Playing Program

The history of IBM is about several pioneering technologies. One of the many fascinating research is the “Checkers playing program” and this goes back to 1959, which was the brainchild of Arthur Samuel. Fun fact: Arthur Samuel was the pioneer in machine learning and won the Computer Pioneer Award by…

Machine Learning

2 min read

The first of its kind AI Model- Samuel’s Checkers Playing Program

Machine Learning

2 min read

Published in

IBM Data Science in Practice

·Apr 13, 2020

Watson AutoAI Series: Part 2 — Classification Model

In this module of the AutoAI series, we will be going over building rapid prototypes over a sample dataset and extracting the reproducible code of the pipeline in python. In case you are new to AutoAI, it is recommended you read my introduction to AutoAI blog post linked here. Let’s…

Auto Ai

4 min read

Auto Ai

4 min read

Published in

IBM Data Science in Practice

·Apr 13, 2020

Watson AutoAI Series: Part 1— Introduction

Data science has been a field of computing for less than a decade, originating from an amalgam of computer science, mathematics, and statistics, and industry domain knowledge. …

Autoai

4 min read

Autoai

4 min read

Jan 11, 2020

WIN A MENTORSHIP!!!

WIN A MENTORSHIP!!!(16th Jan 2020 DEADLINE) Are you looking for someone to mentor you in data science? Are you a beginner and wish to get into the field of data science? Are you a practitioner and feel lost in the big stack of advanced ML resources? Do you feel the…

Data Science

2 min read

Data Science

2 min read

Published in

IBM Data Science in Practice

·Dec 31, 2019

Recommendation Systems using Reinforcement Learning

In industries like e-commerce, retail, news-group or music apps, recommendation system models are one of the most important aspects in customer retention. Presenting to the users what might interest them most is crucial. …

Machine Learning

4 min read

Recommendation Systems using Reinforcement Learning

Machine Learning

4 min read