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Machine Learning and Deep Link Graph Analytics: A Powerful Combination
We investigate how graphs can help machine learning and how they are related to deep link graph analytics for Big Data.
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Easy Way to Scrape Data from Website By Yourself
Introducing Octoparse, a simple cloud-based website data scrapper that will let you extract any web data in real-time and coding is not needed.
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The Rise of Generative Adversarial Networks
A comprehensive overview of Generative Adversarial Networks, covering its birth, different architectures including DCGAN, StyleGAN and BigGAN, as well as some real-world examples.
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Sisense BloX – Go Beyond Dashboards
Introducing Sisense BloX, the tool that allows you to integrate your business platforms inside your dashboards using prebuilt templates. Users stay within the dashboard environment and go from understanding insights to taking action—in one click.
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3 Big Problems with Big Data and How to Solve Them
We discuss some of the negatives of using big data, including false equivalences and bias, vulnerability to security breaches, protecting against unauthorized access and the lack of international standards for data privacy regulations.
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 Best Data Visualization Techniques for small and large data
Data visualization is used in many areas to model complex events and visualize phenomena that cannot be observed directly, such as weather patterns, medical conditions or mathematical relationships. Here we review basic data visualization tools and techniques.
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How Machines Make Sense of Big Data: an Introduction to Clustering Algorithms
We outline three different clustering algorithms - k-means clustering, hierarchical clustering and Graph Community Detection - providing an explanation on when to use each, how they work and a worked example.
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An introduction to explainable AI, and why we need it
We introduce explainable AI, why it is needed, and present the Reversed Time Attention Model, Local Interpretable Model-Agnostic Explanation and Layer-wise Relevance Propagation.
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How can quantum computing be useful for Machine Learning
We investigate where quantum computing and machine learning could intersect, providing plenty of use cases, examples and technical analysis.
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Beyond Siri, Google Assistant, and Alexa – what you need to know about AI Conversational Applications
We discuss industry trends in Artificial Intelligence with Vijay Ramakrishnan, a machine learning engineer and expert in conversational applications.
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Best Data Visualization Techniques for small and large data