A Quick Tutorial on One-hot Encoding using Python and R

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A model can only accept numeric values as inputs. So how do we work with categorical data? We can encode categorical data, so that our model can work with it.

So, What is One-hot Encoding?

It is a process that converts categorical data to integers or a vector of ones and zeros. The length of vector is determined by number of expected classes or categories. Each element in the vector represents a class. Therefore, a one is used to indicate which class it is and everything else will be zero.

The order can be reversed, by changing or setting the mapping. …


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Photo by Lidya Nada on Unsplash

There are very few and specific libraries which can handle emojis and ‘emo_utils’ is one of them. By using these libraries we can make our sentiment analysis models even more accurate. Let’s see how to install emo_utils so that we can use it for our projects.

Installation Instructions

The dependencies for emo_uitls are Node.js and NPM.

Node.js® is a JavaScript-based environment which weyou can use to create web-servers and networked applications. NPM is a “package manager” that makes installing Node “packages” fast and easy. A package, a.k.a a module, is just a code library that adds useful features. …


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Trendwise Analytics was founded in 2011 as a Big Data, Analytics Company, in Bangalore, India. Since its establishment, it has provided services for several satisfied customers, and employment to a large number of hard-workers.

With the evolution of AI, the young Company progressed into the rapidly developing Industry, shifting its focus towards AI and ML related services.

Currently, Trendwise Analytics conducts Training in the sectors of Artificial Intelligence and Machine Learning, primarily focusing on comprehensive and easy learning methods to ensure complete understanding. It also provides Consulting services from highly experienced professionals.

Co-Founder and CEO


IBM GEP India SmartCamp Programme

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Trendwise Analytics recently participated in the IBM SmartCamp Programme and was selected among the Top 30 Startup in India, India`s First B2B Startup Competition by a Corporate.

IBM SmartCamp is a competition for startups by IBM, where IBM SmartCamp judges the best startups in different cities around India, rewarding the winners with mentoring services, access to industry experts and deeper partnership opportunities with IBM.

Many startups from across India participated in the Programme where Trendwise Analytics stood among Top 30 Startups. On being the 30 Finalist for the IBM GEP India SmartCamp, Trendwise will be getting an Award Certificate from IBM. …


Silicon India Magazine

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Bangalore,Karnataka — Trendwise Analytics, one of the Top 10 Most Promising Big Data companies in India ( as per CIO Review Magazine ) was also recently identified as the “Startup of the Year 2013” by Silicon India Magazine.
It is a great milestone that Trenwise Analytics has achieved in its success journey.
Trendwise Analytics since its inception in 2011, has been making rapid strides. They are a premier global provider of Big Data services and Solutions and help organizations world wide leverage the power of Big Data.

Company profile :

Trendwise Analytics is a premier global provider of BigData analytics and helps organizations world wide leverage the power of Big Data. They provide end to end Big Data services and solutions across a variety of industries.
Trendwise Analytics has some premium Partners like Jaspersoft,Cloudera,HPCC Systems,Hortonworks , Pingar. Recently added partners in the list are Datastax & Map R Technologies . …


Deep Learning with Tensorflow by Mr. S. Mohan Kumar

A session on deep learning techniques and how to build neural networks using Tensorflow led by Mr S. Mohan Kumar, Artificial Intelligence and Deep Learning professional — Author,Speaker &Trainer.
He is an IIT Graduate with more than 20 years of Experience in the IT industry in a variety of leadership and technical roles.

Books:
Deep Learning with Tensorflow 2.0 — Video course — Packt Publishing
Hands on with python, Tensorflow and R.

Organizer of — The Bangalore Artificial Intelligence Meetup Group

Trendwise Analytics:

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Introducing Students to Big Data, AI, ML and DL

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Photo by Stephen Dawson on Unsplash

The Big Data Innovation Lab programme was started by Trendwise Analytics labs back in 2011, to help students learn about Big data and it’s applications in the real world. It has since expanded to include AI, machine learning and deep learning.

Through this programme, Trendwise Analytics aids colleges in setting up Big Data Labs on campus, free of cost. It is a student driven and student focused programme, where students have a safe environment equipped with the latest technology to conduct experiments in Big Data, AI, machine learning and deep learning. The experts at Trendwise Analytics mentor the students and guide them along the self learning process. …


Guide to installing python on Windows

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Photo by Matt Wojtaś on Unsplash

Python is one of the oldest programming languages around. However, with the onset of Machine Learning, Python has been given a new lease of life. It has become a popular tool for both Machine Learning and Deep Learning.

Currently, Python is available as two distinct versions. That is Python 2 and Python 3.

In this tutorial, you are going to learn how to install both versions on your system.

Selecting a Version of Python

With two great choices, how do you decide on which one to use? It all comes down to compatibility. …


Python Installation Guide

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Photo by Jessy Smith on Unsplash

Python is one of the oldest programming languages around. However, with the onset of Machine Learning, Python has been given a new lease of life. It has become a popular tool for both Machine Learning and Deep Learning.

Currently, Python is available as two distinct versions. That is Python 2 and Python 3.

In this tutorial, you are going to learn how install both versions on your system.

Selecting a Version of Python

With two great choices, how do you decide on which one to use? It all comes down to compatibility. …

About

Vinita Silaparasetty

Data Scientist | AI | ML |Neural Networks| Author |Speaker | Data Science Trainer| http://www.trendwiseanalytics.com/

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