Ram's Personal Views and Portfolio

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AI and ML Applications in Media Industry Ram - Jan 28, 2023

There are multiple dimensions to Media and Entertainment industry. Some of the organizations within Media & Entertainment are acting as distribution channels of the contents and others are acting as content producers. Based on these the relevance of the use-cases can vary significantly. Also, whether the distribution of the contents …

Reducing RTO Orders for Your Ecommerce using AI/ML Ram - Jan 09, 2023

Return to origin or RTO is a common term used in e-commerce. A delivery is marked as RTO by delivery partner when the order could not be delivered due to issue with the delivery address, or the buyer is not responding. % RTO is ratio of orders that could not …

Brand Tracking using Custom NER using SpaCY V3 Ram - Jan 01, 2023

Customers write reviews and share their experiences about the brands and products. Extracting structured information from the review data and perform aspect-based sentiment analysis. In this scenario, the review data is about the beauty products and customers’ beauty related issues. For tracking brand mentions from the reviews across period, we …

Real world Applications of Named entity recognition (NER) Ram - Dec 20, 2022

Named entity recognition (NER) is a subfield of natural language processing (NLP). In this blog, we will discuss the following • Named entity recognition -NER Overview • Applications and Use-cases of NER or NER Projects In the next blog, we will show you end to end steps complete NER Project …

Complete tutorial on NER using spaCy Python Ram - Dec 20, 2022

spaCy is a free, open-source library for Natural Language Processing (NLP) in Python. It facilitates Part-of-speech (POS) Tagging, Named Entity Recognition (NER), Text Classification and many more. In this blog, we will use spaCy for Named Entity Recognition (NER). The spaCy has a pre-trained model that helps in extracting named …

AI/ML Use-Cases in Ecommerce Ram - Dec 16, 2022

Ecommerce is at the forefront in leveraging AI/ML Innovations in transforming customer experience and delivering value to their stakeholders. There are multiple business models and associated challenges; hence the use-cases may be slightly different for the different ecommerce players. For example, for closed marketplace like Tata CLiQ fake or counterfeit …

ML Based Ranking for WTA Players Ram - Dec 04, 2022

For WTA, Players are ranked based on points earned in the latest 52 weeks. The cumulative points are considered based on maximum of 16 tournaments for singles and 11 for doubles. In this blog, we will use historical ranking and statistics from the matches to develop ML based model to …

Learn R for Data Science Ram - Nov 29, 2022

In this blog, we will discuss foundational functionalities of R * Overview on R and R Studio * Data Type in R * Basic R Objects * Data Frame Manipulations * Reading and Writing Data in R * Control Statements in R

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