Author Archives: Amal Nair - Page 8
The term MNIST is something that no machine learning enthusiast can avoid. MNIST is special in many ways, it is highly popular and hence widely explored and studied, it is open and easily available and it is not at all complicated. MNIST is one of the very first datasets any ML person would turn…
The post Kannada Makes It To The Machine Learning World With A Full-Fledged MNIST Dataset appeared first on Analytics India Magazine.
When it comes to Python and its visualisation capabilities, Matplotlib is undoubtedly the mother of all visualisation libraries. Matplotlib is a very popular library that has revolutionised the concept of making impressive plots with Python effortlessly. In our previous articles, we introduced you to some of the most popular plotting libraries such as Pandas plots,…
The post Beginners Guide To Data Visualisation With Matplotlib appeared first on Analytics India Magazine.
Time Series data is one of the most common types of data that is available today. The data can be about how a person’s salary changes over the years, it can be about how the value of INR compares to other currencies over a period of time — everything that changes with time forms Time-Series. …
The post An Introductory Guide To Time Series Forecasting appeared first on Analytics India Magazine.
Time Series data is one of the most common types of data that is available today. The data can be about how a person’s salary changes over the years, it can be about how the value of INR compares to other currencies over a period of time — everything that changes with time forms Time-Series. …
The post An Introductory Guide To Time Series Forecasting appeared first on Analytics India Magazine.
A very common example of an unsupervised machine learning, clustering is the process of grouping similar data points into a cluster. Given a finite set of data points, clustering aims to find homogeneous subgroups of data points with similar characteristics. In this article, we will learn the basics of a simple clustering algorithm called K-Means…
The post Beginner’s Guide To K-Means Clustering appeared first on Analytics India Magazine.
In a field like Computer Vision, which has been explored and studied for long, Generative Adversarial Network (GAN) was a recent addition which instantly became a new standard for training machines. GAN is an architecture developed by Ian Goodfellow and his colleagues in 2014 which makes use of multiple neural networks that compete against each…
The post How To Build A Generative Adversarial Network In 8 Simple Steps appeared first on Analytics India Magazine.
In a field like Computer Vision, which has been explored and studied for long, Generative Adversarial Network (GAN) was a recent addition which instantly became a new standard for training machines. GAN is an architecture developed by Ian Goodfellow and his colleagues in 2014 which makes use of multiple neural networks that compete against each…
The post How To Build A Generative Adversarial Network In 8 Simple Steps appeared first on Analytics India Magazine.
MachineHack concluded its 15th successful competition by announcing winners for its recent hackathon Predicting The Costs Of Used Cars. This hackathon, sponsored by Imarticus Learning, was launched in June and received active participation from over 1,700 participants out of which 3 emerged as winners. Participants Divyanshu Suri, Sandeep Rathod and Vasim Shaikh won the first,…
The post MachineHack Winners: How These Data Science Enthusiasts Solved The ‘Predicting The Costs Of Used Cars’ Hackathon appeared first on Analytics India Magazine.
Normal Neural Networks are feedforward neural networks wherein the input data travels only in one direction i.e forward from the input nodes through the hidden layers and finally to the output layer. Recurrent Neural Networks, on the other hand, are a bit complicated. The data travels in cycles through different layers. To put it a…
The post How To Code Your First LSTM Network In Keras appeared first on Analytics India Magazine.
In one of our recent articles, we introduced Tableau and how to start making visualizations. In this article, we will look at another popular BI and visualization tool called the QuickSight. QuickSight is Amazon’s tool for Data Analytics and is basically Amazon’s version of Tableau. This article will get you jump-started with AWS QuickSight. Setting…
The post Data Visualization With AWS QuickSight : A Beginner’s Guide appeared first on Analytics India Magazine.