Shivangi Omer

@datascience1911

Joined November 2024

Shivangi Omer's blogs

Data Sciencedatascience1911.hashnode.dev13 posts

Generative AIgenerativeai1803.hashnode.dev9 posts

DSA Coursedsacourse3212.hashnode.dev3 posts

Machine Learningmachinelearning1902.hashnode.dev3 posts

Business Analyticsbusinessanalytics2201.hashnode.dev2 posts

Recently published

datascience1911.hashnode.dev

The Role of Machine Learning in Ad Spend Optimization

Introduction: The current digital-first economy puts significant pressure on advertising budgets. Companies are spending a lot of money on platforms such as Google Ads, Meta, LinkedIn, and programmatic networks, but unless they have the right intelli...

Feb 45 min read

generativeai1803.hashnode.dev

The Role of Generative AI in Modern Hospitality

Introduction: The hospitality industry has never been left behind, as guest expectations continue to evolve. Technology has repeatedly transformed the operations of hotels, resorts, restaurants, and travel brands, whether through online booking or mo...

Jan 206 min read

datascience1911.hashnode.dev

The Role of Feature Engineering in Machine Learning

Introduction: In machine learning, algorithms tend to take the centre stage - be it linear regression, random forests, or deep neural networks. Nevertheless, those data experts who are also seasoned have a vital point to make: feature quality can be ...

Jan 45 min read

datascience1911.hashnode.dev

A Practical Guide to Avoid Overfitting in ML Models

Introduction: In machine learning, it is not sufficient to build a model that is highly effective on training data. The actual hard work is to ensure the model can operate on real-world data in an unseen manner. In this case, overfitting is a signifi...

Dec 17, 20255 min read

datascience1911.hashnode.dev

Importance of Git and Version Control in Data Projects

Introduction: In the current data-driven global environment, projects are no longer undertaken by individuals. Building machine learning models, cleaning data, and creating a dashboard are almost impossible without cooperation, continuous updates, an...

Dec 4, 20255 min read

Search Hashnode

Shivangi Omer

Shivangi Omer's blogs

Recently published

The Role of Machine Learning in Ad Spend Optimization

The Role of Generative AI in Modern Hospitality

The Role of Feature Engineering in Machine Learning

A Practical Guide to Avoid Overfitting in ML Models

Importance of Git and Version Control in Data Projects