Author Archives: Amal Nair - Page 7

21 Oct

A Hands-On Guide To Regression With Fast.ai

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image-7845

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. This race between tech giants has led to a rise of solutions that has turned…

The post A Hands-On Guide To Regression With Fast.ai appeared first on Analytics India Magazine.

21 Oct

A Hands-On Guide To Regression With Fast.ai

image-7844
image-7844

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. This race between tech giants has led to a rise of solutions that has turned…

The post A Hands-On Guide To Regression With Fast.ai appeared first on Analytics India Magazine.

14 Oct

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

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image-7667

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 dedicated to expanding and promoting the Data and Analytics community in India, MachineHack is a…

The post How To Get Started With MachineHack, A Data Scientist’s Destination For Competitions & Practise appeared first on Analytics India Magazine.

10 Oct

How To Setup A Simple Machine Learning Demo Application On Android 

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image-7593

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 ML on smartphones in a generation where the entire world depends on handheld devices. In…

The post How To Setup A Simple Machine Learning Demo Application On Android  appeared first on Analytics India Magazine.

07 Oct

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

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image-7514

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            The so-called paradoxes of an author, to which a reader takes exception, often exist…

The post Step-By-Step Guide To Cracking MachineHack’s Predict The Book Price Hackathon appeared first on Analytics India Magazine.

07 Oct

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

image-7513
image-7513

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            The so-called paradoxes of an author, to which a reader takes exception, often exist…

The post Step-By-Step Guide To Cracking MachineHack’s Predict The Book Price Hackathon appeared first on Analytics India Magazine.

27 Sep

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

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image-7332

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 of different authors. The participants must build an ML model to predict the price of…

The post Data Science Hackathon: Use Machine Learning To Predict The Price Of Books & Win Exciting Prizes appeared first on Analytics India Magazine.

26 Sep

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

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image-7312

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 the inception of Machine Learning. Many classification algorithms like Logistic Regressor uses probability to distribute…

The post Beginners Guide To Understanding ROC Curve: How To Find The Perfect Probability Threshold appeared first on Analytics India Magazine.

26 Sep

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

image-7311
image-7311

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 the inception of Machine Learning. Many classification algorithms like Logistic Regressor uses probability to distribute…

The post Beginners Guide To Understanding ROC Curve: How To Find The Perfect Probability Threshold appeared first on Analytics India Magazine.

25 Sep

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

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image-7269

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 products for its customers. Amazon recommends products based on your purchase history, user ratings of…

The post How To Build Your First Recommender System Using Python & MovieLens Dataset appeared first on Analytics India Magazine.