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Best AI and Machine Learning Applications in the Banking Sector

With the new wave of financial services existing solely within a digital platform, more and more branches of high-street banks are closing. Some are reactively moving their services online, following suit of the many exclusively online financial services and fintech startups offering new financial innovations like cryptocurrencies.But to avoid becoming...

Transfer Learning — Introduction !! Part -2

Transfer Learning — Introduction !! Part -2In the previous article, we discussed the layout of the Transfer Learning Series. In this article we will have a deep intuition about Transfer Learning and installation of libraries in which we will implement these concepts.1. Library InstallationWe will use two API’s which are mentioned below:Keras: It is...

What is Artificial Intelligence as a Service (AIaaS) in the Tech Industry?

SourceAIaaS stands for Artificial Intelligence as a Service, which refers to businesses that offer ready-made AI solutions.Artificial intelligence as a service (AIaaS) is the third-party outsourcing of artificial intelligence (AI). With AI as a service, companies and individuals can experiment with AI for various purposes without large initial investments...

Analyzing Algorithmic Complexity

Machine learning (ML) and complexity are not synonymous. In fact, machine learning is a way to wade through complexities posed by the data. But, what if we try to examine the level of algorithmic complexity before applying the ML algorithms?Most of the ML algorithms are definite answers to solve complexities and arrive at an optimal solution. Yet, some...

Why Information For All Future Breakthrough Innovation Already Exists

Through history, the greatest innovators in every field were what we now label as breakthrough innovators. Collectively, breakthrough innovators are the most critical components to the evolution of society. They push/pull society to change, no matter how intransigent the political, social, and scientific conditions are. Once breakthrough innovators...

Machine Learning Trends To Impact Business in 2021–2022

Image creditLike many other revolutionary technologies of the modern day, machine learning was once science fiction. However, its applications in real world industries are only limited by our imagination. In 2021, recent innovations in machine learning have made a great deal of tasks more feasible, efficient, and precise than ever before.Powered by...

DCGAN implementation using Keras on MNIST dataset

This is a mini project-based course on DCGAN implementation on MNIST dataset I completed in Coursera that I would like to walk you through in the simplest way possible.Project BriefThe project teaches how to build and train a Deep Convolutional Generative Adversarial Network (DCGAN) with Keras to generate images of fashionable clothes using MNIST dataset....

Will Artificial Intelligence take our jobs?

Will robots replace human workers in the future? We don’t think so (source: unsplash.com)5 reasons why not to worry about robot domination dystopiaAnger had filled Ned Ludd’s body. All he was able to think about was the devilish machine. “I won’t let them take my job away from me.” a thought ran through the young weaver’s mind. Trembling with rage,...

Python Vs. Java: A Comprehensive Comparison To Not Miss Out In 2021–22

Image sourceWho doesn’t know about Java and Python these days? Being one of the world’s most popular programming languages, Java is ranking first in the list of most used languages, and Python sits in 3rd place. Choosing the right programming language is the major concern for most business owners and CTOs when it comes to system or software application...

Text Preprocessing Methods for Deep Learning

NLP Text Preprocessing MethodsDeep Learning, particularly Natural Language Processing (NLP), has been gathering a huge interest nowadays. Some time ago, there was an NLP competition on Kaggle called Quora Question insincerity challenge. The competition is a text classification problem and it becomes easier to understand after working through the competition,...

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