Amal Nair
Amal Nair
131 Articles0 Comments

A Computer Science Engineer turned Data Scientist who is passionate about AI and all related technologies. Contact: amal.nair@analyticsindiamag.com

Docker Solution For TensorFlow 2.0: How To Get Started

Containers have a long history that dates back to the ‘60s. Over time, this technology has advanced to a great deal and has become one of the most useful tools in the software industry. Today, Docker has become synonymous for…

Everything You Need To Know About TensorFlow 2.0 To Write Your First ML Programme

Recently the machine learning world was presented with a better version of a framework that was wildly popular but was criticised for it complex APIs, messy collection of packages (most of which were deprecated) and loose debugging capabilities.  TensorFlow 2.0…

A Hands-On Guide To Regression With Fast.ai

Artificial Intelligence (AI) is no longer just a buzzword but an important part of an organisation’s value chain. Tech giants are pouring in resources and capital to build and achieve state-of-the-art solutions in the AI space for core business functions.…

How To Get Started With MachineHack, A Data Scientist’s Destination For Competitions & Practise

MachineHack does not need an introduction. It has already become a favourite destination for the young Data Science and Machine Learning aspirants within a short period of time. As a brainchild of Analytics India Magazine, a media portal that is…

How To Setup A Simple Machine Learning Demo Application On Android 

Tensorflow is amazing when it comes to simplicity in building and deploying machine learning applications in production. And when it comes to mobile devices Tensorflolw’s own Lite version totally saves the day. Tensorflow Lite has already marked its dominance in…

Step-By-Step Guide To Cracking MachineHack’s Predict The Book Price Hackathon

MachineHack recently launched its latest hackathon called Predict The Price Of Books. This article is a complete step by step guide to the solution. Click here to participate in the hackathon. Predict The Book Price Hackathon        …

Data Science Hackathon: Use Machine Learning To Predict The Price Of Books & Win Exciting Prizes

India’s most popular Machine Learning hackathon platform MachineHack is back again with a new challenge and this time it’s around books.  The new hackathon provides it’s participants with a real-world dataset of books of a variety of genres from thousands…

Beginners Guide To Understanding ROC Curve: How To Find The Perfect Probability Threshold

In the Machine Learning spectrum, Binary Classification is one of the simplest and most popular problems that has been widely used across domains. From identifying fraudulent bank transactions to classifying or diagnosing diseases, Binary Classifiers have been in use since…

How To Build Your First Recommender System Using Python & MovieLens Dataset

Recommender systems are no joke. They have found enterprise application a long time ago by helping all the top players in the online market place. Amazon, Netflix, Google and many others have been using the technology to curate content and…

MachineHack: How These Experienced Data Scientists Won The ‘India Pollution Data Visualisation Challenge’ 

MachineHack recently concluded its fourth instalment of the “Visualization is Beautiful” hackathon which showcased some of the best visualisations of the pollution crisis in that India faces today. Out of the 24 participants who came with a solution, two were…

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