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All Blog Posts Tagged 'Machine' (191)

Achieving Analytics Sophistications

 

In today’s world, a successful organization has to achieve data and analytics competencies to stay…

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Added by Khosrow Hassibi on November 20, 2017 at 8:30am — No Comments

The role of Analytics in Digital Transformation

Today every industry is talking about Digital Transformation and affected by technologies like the Internet of Things, Blockchain, Microservices and Cloud. Every company like Apple, Nike, and Nestle, better known for their brand products have now become Technology Company. However, for every technology the powerhouse behind the success is…

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Added by Sandeep Raut on November 19, 2017 at 2:30am — No Comments

Using Data Analytics to Prevent, Not Just Report

I recently had another client conversation about optimizing their data warehouse and Business Intelligence (BI) environment. The client had lots of pride in their existing data warehouse and business intelligence accomplishments, and rightfully so. The heart of the conversation was about taking costs out of their reporting environments by consolidating runaway data marts and “spreadmarts,” and improving business analyst BI…

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Added by Bill Schmarzo on November 18, 2017 at 7:00am — No Comments

AI In Telecom: Intelligent Operations is the New Norm

The move towards an intelligent world is faster and more rapid than it ever was before. The increase in this transition has been propagated through the role of several high key stakeholders that have redefined the way we look at technology. One of the key players in this transition is Huawei. 

Huawei’s recent UBBF…

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Added by Ronald van Loon on November 14, 2017 at 2:30am — No Comments

3 building blocks of Digital Transformation

Today almost every industry is experiencing significant digital disruption. Every business is eager to get on this bandwagon and strive to survive. CEOs are facing this biggest questions of how to transform the organization? Digital Transformation has come as big tsunami wave, either you can ride it like an expert surfer, or go under and get to the bottom. Companies start the process of transformation but more often fail to integrate across departments and take advantage…
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Added by Sandeep Raut on November 10, 2017 at 9:30pm — No Comments

Hacking the Autonomous Vehicle

I love it when I get feedback from a blog that I’ve written. I appreciate the different perspectives and insights that others bring to a topic of interest. 

The section of the blog that fueled the most comments stem from a scene in the movie I, Robot where Detective Spooner (played by Will Smith) is explaining to Doctor Calvin (who is responsible for giving robots human-like behaviors) why he distrusts and hates robots. He is describing an incident…

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Added by Bill Schmarzo on November 5, 2017 at 1:30pm — No Comments

Periodic Table of Binary Classification Performance Measures/Metrics

Binary classification is one of the most frequent studies in applied machine learning problems in various domains, from medicine to biology to meteorology to malware analysis. Many researchers use some performance metrics in their classification studies to report their success. However, the literature has shown a widespread confusion about the terminology and ignorance of the fundamental aspects behind metrics.

In our paper tittled "Binary Classification Performance…

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Added by Gürol Canbek on November 3, 2017 at 10:00am — 2 Comments

Artificial Intelligence is not “Fake” Intelligence

Quick quiz!

What’s the first thing that comes to mind when you hear the following phrases?

  • Artificial grass
  • Artificial sweeteners
  • Artificial flavors
  • Artificial plants
  • Artificial flowers
  • Artificial diamonds and jewelry
  • Artificial (fake) news

These phrases probably evoke thoughts such as “fake,” “not real,” or even “shabby.” Artificial is such a harsh adjective.…

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Added by Bill Schmarzo on October 30, 2017 at 6:30pm — No Comments

How to get Human element in Digital Transformation?

Digital transformation is no longer a buzzword. No industry is left behind.

We’re currently in a new wave of digital transformation with new technologies, processes, business models and opportunities popping up in the market faster than we can blink & think.

All the companies are using big data, machine learning, cloud, smart…

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Added by Sandeep Raut on October 22, 2017 at 7:00pm — No Comments

Digital in the Age of Customer

Today’s customers are like a King. They are in the driver’s seat, with the power of the internet and social media tools creating tons of information. With the strong influence of smartphones, all the information is at their fingertips.

We are living in interesting times ofIndustry 4.0. Consumers are now on the cusp of a hyper-personalized era with fundamental changes in terms of choice,…

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Added by Sandeep Raut on October 15, 2017 at 9:30pm — No Comments

How Robotic Process Automation helping Digital Age

Digital has brought in so many technological advances to this age and one of them is Robotic Process Automation (RPA).

A simple definition of RPA is, automation of business processes across the enterprise using software robots. Any repetitive task which requires some decision making is an ideal candidate for RPA. Automation has become an integral…

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Added by Sandeep Raut on October 8, 2017 at 7:00pm — No Comments

Create Twitter WordCloud with just 40 lines of RCode

Guess whose twitter handle gives this word cloud? Enough hints present in there. You are right, that is Andrew Ng tweeting about his new Deep Learning course on Coursera! It’s always fun to see data in action; isn’t it? Let’s try and create a similar wordcloud for three world leaders, viz. American President Donald Trump, Indian Prime Minister Narendra Modi, and Russian President Vladimir Putin.…

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Added by Kritika Jalan on September 23, 2017 at 11:30pm — No Comments

Image Recognition Revolution and Applications

Data, in particular, unstructured data has been growing at a very fast pace since mid-2000’s. Eighty percent of all data generated is unstructured multimedia content which fails to get focus in organizations’ big data initiatives. A good portion of this multimedia content is images and videos. Readily available smart wireless devices along with the rising popularity…

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Added by Khosrow Hassibi on September 21, 2017 at 8:30am — No Comments

Search for the fastest Deep Learning Framework supported by Keras

Summary: Performance comparison for the popular Deep Learning frameworks supported by Keras – TensorFlow, CNTK, MXNet and Theano

If there are any doubts in regards to the popularity of Keras among the Data Scientist/Engineer community and the mindshare it commands, you just need to look at the support it has been receiving from all major AI and Cloud players. Currently the official Keras release already supports Google's TensorFlow and Microsoft's CNTK deep…

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Added by Jasmeet Bhatia on September 14, 2017 at 1:30pm — 1 Comment

IoT Data Science & “DML” – match made in heaven?

DML stands for “Dynamical Machine Learning” (more in the book, “SYSTEMS Analytics for IoT Data Science”, 2017). This match is not surprising once you realize that DML & IoT are both based on the venerable Systems Theory. Let us dig deeper . . .

Consider IoT for industrial applications. A machine is instrumented with sensors, data are collected in real-time (or at intervals), communicated to the cloud where IoT Data Science…

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Added by PG Madhavan on September 11, 2017 at 12:30pm — No Comments

AI for Proactive Action – Leveraging Data to Drive Predictions

The previous posts in this series have covered several ways that business leaders can use to understand and explore how Artificial Intelligence can impact their business. We saw that there are several key ways in which AI advances can improve human productivity in organizations. The last two articles dived into Distillation: automating…

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Added by Roy Wilds, PhD, PHEMI Systems on September 11, 2017 at 6:00am — No Comments

How machine learning APIs are impacting businesses?

In this Digital age, every organization is trying to apply machine learning and artificial intelligence to their internal and external data to get actionable insights which will help them to be closer to today’s customer. A few years back it was the field only for data scientists and statisticians, who used to analyze the data, apply several techniques…

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Added by Sandeep Raut on September 10, 2017 at 11:30pm — No Comments

Design Thinking: Future-proof Yourself from AI

It’s all over for us humans. It may not have been “The Matrix”[1], but the machines look like they are finally poised to take our jobs. Machines powered by artificial intelligence and machine learning process data faster, aren’t hindered by stupid human biases, don’t waste time with gossip on social media and don’t demand raises or more days…

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Added by Bill Schmarzo on August 31, 2017 at 1:00pm — No Comments

Data Science Simplified Part 9: Interactions and Limitations of Regression Models

In the last few blog posts of this series discussed regression models at length. Fernando has built a multivariate regression model. The model takes the following shape:

price = -55089.98 + 87.34 engineSize +…
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Added by Pradeep Menon on August 30, 2017 at 4:30am — No Comments

Machine Learning in Fintech - Demystified

Abstract – Big data helps to make strategy for future and understand user behaviors. In 1959, Arther Samuel gave very simple definition of Machine Learning as “a Field of study that gives computer the ability to learn without being explicitly programmed”. Now almost after 58 years from then we still have not progressed much beyond this definition if we compare the progress we made in other areas from same time. The idea of FinTech adopting some best practices from the Big…

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Added by Vinod Sharma on August 29, 2017 at 11:00pm — No Comments

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