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Chatbot in Python-Part 1

Chatbot in Python-Part 1

According to Gartner, “by 2022, 70% of white-collar workers will interact with conversational platforms daily.” According to an estimate, more than 67% of consumers worldwide used a chatbot for customer support in the past year, and around 85% of all customer...

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Recommendation Systems for Marketing Analytics

Recommendation Systems for Marketing Analytics

How I perceive recommendation systems is something which the traditional shopkeepers used to use. Remember the time when we used to go shopping with our mother in the childhood to the specific shop. The shopkeeper used to give the best recommendations for the...

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CatBoost – A new game of Machine Learning

CatBoost – A new game of Machine Learning

Gradient Boosted Decision Trees and Random Forest are one of the best ML models for tabular heterogeneous datasets. CatBoost is an algorithm for gradient boosting on decision trees. Developed by Yandex researchers and engineers, it is the successor of...

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Python Newbie – Doctest

Python Newbie – Doctest

Any Software Development process consists of five stages: Requirement AnalysisDesignDevelopmentTestingMaintenance Though each and every process mentioned above is important in SDLC lifecycle, this post will mainly focus on the importance of testing and...

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Recommendation Systems for Beginners

Recommendation Systems for Beginners

Why do we need a recommendation system ? Let us take the simplest and the most relatable example of E-commerce giant, Amazon. When we shop at Amazon, it gives us the options of bundles and products that are usually bought along with the product you are currently going...

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Bring your Art to Life with Pix2Pix

Bring your Art to Life with Pix2Pix

As an artist, I always wondered if I could bring my art to life. Although, it makes no sense, what if I told you that this was possible with Machine Learning? Imagine a machine learning algorithm that can convert all your sketches with a simple line of your drawing as...

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Super-Resolution with Deep Learning for Image Enhancement

Super-Resolution with Deep Learning for Image Enhancement

Have you ever looked at your old photographs and hoped it had better quality? Or wished to convert all your photos to a better resolution to get more likes? Well, Deep learning can do it! Image Super Resolution can be defined as increasing the size of small images...

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Semantic Literature Search Powered by Sentence-BERT

Semantic Literature Search Powered by Sentence-BERT

Suppose you were given a challenge to pick out a horror novel from a small collection of books, without any prior information regarding these books. How would you go about this task in the most efficient way possible? The most appropriate strategy would be flicking...

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TensorFlow Lite: The Future of AI in Mobile Devices

TensorFlow Lite: The Future of AI in Mobile Devices

Do you use Google Services on your mobile phones? If so, you would have probably noticed that the predictive capability of this service has recently improved with respect to speed and accuracy. The enhanced predictive capability of Google is now faster, thanks to...

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AI in Robotic Process Automation – The Missing Link

AI in Robotic Process Automation – The Missing Link

Robotic Process Automation as we know it today is a framework through which large scale processes can be automated. The biggest advantage of current RPA systems is that they can be easily integrated with current IT and Software systems. RPA can be used to automate...

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Are Streaming-services like Stadia the future of Gaming?

Are Streaming-services like Stadia the future of Gaming?

1. IntroductionUber has revolutionized the way of commute since its launch. Traveling short distances has never been hassle free. Earlier people used to use their personal vehicles to cover small distances. Other alternative was to use public transport which is...

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HOW TO BUILD A LEGAL DOCUMENT SUMMARIZER?

HOW TO BUILD A LEGAL DOCUMENT SUMMARIZER?

Have you ever thought how legal experts manage series of court statements effectively! Reading ~500 paged document and drawing out the general context from it with salient details - understanding, interpreting, explaining and researching a wide variety of legal...

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CORPORATE STORYTELLING – A MYTHOLOGICAL PERSPECTIVE

CORPORATE STORYTELLING – A MYTHOLOGICAL PERSPECTIVE

Stories are powerful, ideas are omnipotent. The world as we perceive now, is the cumulative product of innumerable ideas over a period of about 70,000 years. We as humans, start believing in ideas when they come wrapped inside stories. For centuries, stories have...

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Isolating Toxic Comments to prevent Cyber Bullying

Isolating Toxic Comments to prevent Cyber Bullying

Online communities are susceptible to Personal Aggression, Harassment, and Cyberbullying. This is expressed in the usage of Toxic Language, Profanity or Abusive Statements. Toxicity is the use of threats, obscenity, insults, and identity based hateful language. Our...

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Transmorphosizing Banking Through Artificial Intelligence

Transmorphosizing Banking Through Artificial Intelligence

Banking is re-inventing itself as it always has “Help us build the kind of bank you want to use” – That’s what Monzo says to its customers. Monzo is a UK based banking app with no usage fees, no branches, no mortgages and zero charges for spending abroad. While...

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Data Augmentation For Deep Learning Algorithms

Data Augmentation For Deep Learning Algorithms

Plentiful high-quality data is the key to great deep learning models. But good data doesn’t come easy, and that scarcity can impede the development of a good model. It’s relatively easy for a model to identify things from an image when everything is ‘Just Right’ —the...

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HowStat – Application Of Data Science In Cricket

HowStat – Application Of Data Science In Cricket

Data science helps us to extract knowledge or insights from data- either structured or unstructured- by using scientific methods like mathematical or statistical models. In the last two decades, it has been one of the most popular fields with the rise of all big data...

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The Evolution Of Data Analytics – Then, Now And Later

The Evolution Of Data Analytics – Then, Now And Later

The loose definition of data science is to analyze data of a business, to be able to produce actionable insights and recommendations for the business. The simplicity or the complexity of the analysis, aka the level of “Data Science Sophistication” also impacts the...

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Changing Business Requirements In Demand Forecasting

Changing Business Requirements In Demand Forecasting

Affine recently completed 6 years, I have been a part of it for about 3 of those years. As an analytics firm, the most common business problem that we have come across is that of forecasting consumer demand. This is particularly true for Retail and CPG...

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Analytics For Non Profit Organisation

Analytics For Non Profit Organisation

Analytics have been growing at a rapid pace across the world. The well-established companies have realized the importance of analytics in their business where crucial decisions are taken that drives their revenue. But why do just the well-established corporates need...

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IoT And Analytics In Auto Insurance

IoT And Analytics In Auto Insurance

Internet of Things (IoT) is a network of connected physical objects embedded with sensors. IoT allows these devices to communicate, analyze and share data about the physical world around us via networks and cloud-based software platforms. In the current scenario, IoT...

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