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How to create animated GIF images for data visualization using gganimate (in R)?
Introduction Data visualization is probably the most important and typically the least talked about area of data science. I say that because how you …
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My journey from being an IT engineer to Head of Analytics
Background – when sufficient is not enough I was an engineer working with an MNC in a pretty cushy job. It would have been a …
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Building Trust in Machine Learning Models (using LIME in Python)
The value is not in software, the value is in data, and this is really important for every single company, that they understand what …
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Hands on tutorial to perform Data Exploration using Elastic Search and Kibana (using Python)
Introduction Exploratory Data Analysis (EDA) helps us to uncover the underlying structure of data and its dynamics through which we can maximize the insights. EDA …
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5 AI applications in Banking to look out for in next 5 years
Introduction “Machine intelligence is the last invention that humanity will ever need to make.” Nick Bostrom Artificial intelligence is a reality today and it …
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Feature Engineering in IoT Age – How to deal with IoT data and create features for machine learning?
Introduction If you ask any experienced analytics or data science professional, what differentiates a good model from a bad model – chances are that …
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Measuring Audience Sentiments about Movies using Twitter and Text Analytics
Introduction The practice of using analytics to measure movie’s success is not a new phenomenon. Most of these predictive models are based on structured …
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TensorFlow 101: Understanding Tensors and Graphs to get you started in Deep Learning
Introduction TensorFlow is one of the most popular libraries in Deep Learning. When I started with TensorFlow it felt like an alien language. But …
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How to handle Imbalanced Classification Problems in machine learning?
Introduction If you have spent some time in machine learning and data science, you would have definitely come across imbalanced class distribution. This is …
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How to leverage Social Media Analytics for your business?
Introduction Conventional media, such as television, radio or newspapers transmits information only in one direction. Users can consume the information which the media offers, …
