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Posts Tagged "Machine Learning"

Key Skills to Become a Data Science Engineer

In a 2017 business research article IBM predicted that the need for Data Scientists will increase 28% by 2020, with nearly 3 million job openings for Data Science professionals. According to a Forbes report, Data Scientist has been named the best job in America for three consecutive years, with a median base salary of $110,000 […]

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Introduction to Machine Learning

     -     Apr 5th, 2018   -     Data Analytics, Guest Posts   -     0 Comments   -    ,

In the digital age, we are exposed to the early stages of artificial intelligence on a daily basis. Spearheaded by Google, Machine Learning is being used by companies to predict user behaviour and offer utility like never before. Entrepreneurs can take advantage of this burgeoning tech to build better businesses – but how far is […]

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Anomaly Detection Using Machine Learning In Industrial IoT: Webinar Recording

     -     Mar 17th, 2018   -     Data Analytics, Webinars   -     0 Comments   -    , , , ,

Abirami R., a Data Scientist at Flutura and a budding game changer in the Data  Science fraternity, led an interactive webinar on the concept of anomaly detection using machine learning in Industrial IoT. Key Takeaways post webinar: To identify anomalies in any process or data, we first need to identify what is normal or acceptable. […]

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K Nearest Neighbors and its Application in Python

     -     Mar 13th, 2018   -     Data Analytics   -     0 Comments   -    , , , ,

K Nearest Neighbors algorithm The K Nearest Neighbors algorithm (KNN) is an elementary but important machine learning algorithm. KNN can be used for both classification and regression predictive problems. The reason for the popularity of K Nearest Neighbors can be attributed to its easy interpretation and low calculation time. Suppose we have a set of […]

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K Means Clustering And Its Application In Python

     -     Mar 2nd, 2018   -     Data Analytics   -     0 Comments   -    , , , ,

K means clustering algorithm K means clustering is an unsupervised machine learning algorithm. An unsupervised learning algorithm is applied on unlabeled data(data without defined categories or groups). The purpose of this algorithm is to find clusters(groups) in the data with the number of clusters being equal to K. The K means clustering works by randomly […]

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Artificial Intelligence vs Machine Learning vs Deep Learning

Defining Artificial Intelligence (AI) AI is the most comprehensive way to think about the best of advanced computer intelligence. At the Dartmouth Artificial Intelligence Conference held in 1956, AI was suitably described as: “Every aspect of learning or any other feature of intelligence can in principle be so precisely described that a machine can be […]

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An Introduction To Text Analysis In Python

     -     Feb 7th, 2018   -     Data Analytics   -     0 Comments   -    , , , , , ,

Introduction In this data-intensive world every day, a lot of data is generated involving almost all businesses and processes. It becomes necessary to take the data into account and channelize to generate competitive edge thereby solving business problems efficiently. In the pursuit to solve business problems effectively using data lot of important factors play a […]

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Python for Data Science Cheat Sheet – A Beginners Guide

I am pretty sure whenever you would have tried to teach yourself Data Science, You must have felt completely exhausted and there is nothing wrong in that as Data Science is ever growing field with thousands of packages and hundreds of programming functions out there in the data science world!  But Don’t you worry, don’t […]

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