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Data Science Central
Advanced Analytics – The Fourth Great Lever of Corporate Change
10/15/2018 6:33:38 PM William Vorhieshttps://www.datasciencecentral.com/profile/WilliamVorhies Featured Blog Posts - Data Science Central
Summary: Advanced analytics and AI are the fourth great lever available to create organic improvement in corporations. We’ll describe why this one is different from the first three and why t...
How to Choose a Machine Learning Model – Some Guidelines
10/15/2018 3:30:00 PM ajit jaokarhttps://www.datasciencecentral.com/profile/ajitjaokar Featured Blog Posts - Data Science Central
In this post, we explore some broad guidelines for selecting machine learning models The overall steps for Machine Learning/Deep Learning are: Collect da...
Transfer Learning –Deep Learning for Everyone
4/17/2018 4:25:54 PM William Vorhieshttps://www.datasciencecentral.com/profile/WilliamVorhies Featured Blog Posts - Data Science Central
Summary: Deep Learning, based on deep neural nets is launching a thousand ventures but leaving tens of thousands behind. Transfer Learning (TL), a method of reusing previously trained deep ne...
Weekly Digest, October 15
10/14/2018 10:00:00 AM Vincent Granvillehttps://www.datasciencecentral.com/profile/VincentGranville Featured Blog Posts - Data Science Central
Monday newsletter published by Data Science Central. Previous editions can be found here . The contribution flagged with a + is our selection for the picture of the week. Announcement ...
Large Collection of Neural Nets, Numpy, Pandas, Matplotlib, Scikit and ML Cheat Sheets
2/26/2018 8:30:00 PM Capri Granvillehttps://www.datasciencecentral.com/profile/CapriGranville733 Featured Blog Posts - Data Science Central
This collection covers much more than the topics listed in the title. It also features Azure, Python, Tensorflow, data visualization, and many other cheat sheets. Additional cheat sheets can be fou...
Deep Learning Networks: Advantages of ReLU over Sigmoid Function
10/11/2018 10:00:00 PM L.V.https://www.datasciencecentral.com/profile/LaetitiaVanCauwenberge Featured Blog Posts - Data Science Central
This was posted as a question on StackExchange. The state of the art of non-linearity is to use rectified linear units (ReLU) instead of sigmoid function in deep neural network. What are the advant...
Building Shiny Apps: Tutorial
10/10/2018 1:30:00 PM Emmanuelle Rieufhttps://www.datasciencecentral.com/profile/EmmanuelleRieuf Featured Blog Posts - Data Science Central
This article was posted by Dean Attali . Dean is currently an R-Shiny consultant . Shiny is a package from RStudio that can be used to build interactive web pages with R. While that may soun...
Deep Learning Research Review: Natural Language Processing
10/9/2018 7:30:00 PM Emmanuelle Rieufhttps://www.datasciencecentral.com/profile/EmmanuelleRieuf Featured Blog Posts - Data Science Central
This article was written by Adit Deshpande on his own blog. This is the 3 rd installment of a new series called Deep Learning Research Review. Every couple weeks or so, I’ll be summarizing and...
5 Principles for Big Data Ethics
9/14/2018 7:30:52 AM Pedro URIA RECIOhttps://www.datasciencecentral.com/profile/PedroURIARECIO Featured Blog Posts - Data Science Central
Greek Philosophers Busts, College of Arts & Sciences, Miami University Big data analytics raises a number of ethical issues, especially as companies begin monetizing their data exte...
AI in Healthcare - Ethical Considerations
10/13/2018 3:55:56 PM Vik Kumarhttps://www.datasciencecentral.com/profile/VikKumar Featured Blog Posts - Data Science Central
Given the touting of recent analytic and machine learning results in healthcare, why haven't doctors been replaced by computers yet? The truth is that there are many obstacles that stand in the w...
Trustworthiness and the Permeation of Trust in IIoT Systems
10/11/2018 11:04:33 AM David Orohttps://www.iotcentral.io/members/DavidOro Featured Posts - IoT Central
In 2016, the Industrial Internet Consortium gained agreement upon an understanding of the term “trustworthiness” and its effect on design and operation of an industrial system. At the core of t...
Understanding the Role of Smart City and its Components in the IoT Era
10/9/2018 3:50:26 AM Sayali Sawathttps://www.iotcentral.io/members/SayaliSawat Featured Posts - IoT Central
Implementing Smart City leveraging IoT and connected technology helps promote economic development, improve infrastructure and environment, enhance transportation systems and optimize costs o...
Cybersecurity Is Not A Technology Problem
10/8/2018 11:21:11 AM Karl Zimmermanhttps://www.iotcentral.io/members/KarlZimmerman Featured Posts - IoT Central
Attacks against IT infrastructure use hardware and software to target technology assets. The role of cybersecurity is to protect IT infrastructure and the data stored on it. But a single-minded foc...
Why an IoT Strategy Is Crucial to Keeping Your Supply Chain Secure
10/4/2018 12:52:01 PM Megan Ray Nicholshttps://www.iotcentral.io/members/MeganRayNichols Featured Posts - IoT Central
Supply chain managers know better than anybody how many things can go wrong between point A and point B. Damage from mishandling and the elements, contamination, and product and IP theft are all ver...
The potential Unicorns in IoT – Will they resist the temptation?
10/5/2018 4:44:37 AM Francisco Marotohttps://www.iotcentral.io/members/FranciscoMaroto Featured Posts - IoT Central
Until recently, we knew unicorns were mythical creatures which made an appearance only in Greek literature, the Bible, and Marco Polo’s travels. While not a single unicorn was ever discovered in the...
Three Trends in IIoT Affecting Major Industries
10/5/2018 9:36:01 AM Taylor Welshhttps://www.iotcentral.io/members/TaylorWelsh Featured Posts - IoT Central
Iot and IIoT has made it a long way in the past several years. In fact, according to Forbes, trillions of dollars are at stake as the Industrial Internet of Things rolls out over the next decade. Bu...
Are There Benefits of VR in the Manufacturing Industry?
9/29/2018 12:12:49 PM Joseph Zulickhttps://www.iotcentral.io/members/JosephZulick Featured Posts - IoT Central
Amidst all the hype and wide-eyed growth predicted for virtual reality, it's often difficult for stakeholders to decide which of its two words to focus on. Will VR deliver only indirect, 'virtual...
How to Use IoT Datasets in #AI Applications
9/14/2018 5:30:00 AM David Orohttps://www.iotcentral.io/members/DavidOro Featured Posts - IoT Central
Guest post by Ajit Jaokar Recently, google launched a Dataset search – which is a great resource to find Datasets. In this post, I list some IoT datasets which can be used for Machine Lear...
Scalable IoT ML Platform with Apache Kafka + Deep Learning + MQTT
9/12/2018 5:25:27 PM David Orohttps://www.iotcentral.io/members/DavidOro Featured Posts - IoT Central
Guest post by Kai Waehner I built a scenario for a hybrid machine learning infrastructure leveraging Apache Kafka as scalable central nervous system. The public cloud is used for training a...
How Wireless Broadband and IoT Will Shape The Future of Civic Engagement
9/11/2018 12:52:31 PM Dean Madisonhttps://www.iotcentral.io/members/DeanMadison Featured Posts - IoT Central
Civic engagement has always been at the core of every successful government. The ability for officials to communicate with and understand their people is absolutely critical. That’s something that ...
Big Data News
Invitation to Join Data Science Central
9/8/2018 12:18:21 PM Vincent Granvillehttps://www.bigdatanews.datasciencecentral.com/profile/VincentGranville Featured Blog Posts - BigDataNews
Join the largest community of machine learning (ML), deep learning, AI, data science, business analytics, BI, operations research, mathematical and statistical professionals: Sign up here . If in...
10 Best Big Data Analytics Courses Online
7/12/2018 6:00:00 AM Paul Blackhttps://www.bigdatanews.datasciencecentral.com/profile/PaulBlack Featured Blog Posts - BigDataNews
"Acquiring an education is the best way to not be left behind as technology races ahead." - The Second Machine Age Coursera 1. Data Analysis and Presentatio...
Five Ways Your Business Is At Risk Of Data Loss
5/30/2018 2:13:08 PM Karl Zimmermanhttps://www.bigdatanews.datasciencecentral.com/profile/KarlZimmerman Featured Blog Posts - BigDataNews
Data loss comes in all shapes and sizes, from an accidentally deleted document to a catastrophic server failure that wipes out a critical database. Modern businesses are absolutely reliant on data...
Black Hat Data Science
5/23/2018 11:00:00 AM Vincent Granvillehttps://www.bigdatanews.datasciencecentral.com/profile/VincentGranville Featured Blog Posts - BigDataNews
Black hat data science consists of techniques designed to fool existing algorithms (Google search, Amazon rankings, and so on), compromising or tampering with the metrics -- especially ratios -- th...
Most Popular Text Analytics Tools and Algorithms
5/10/2018 2:00:00 AM Preetish Pandahttps://www.bigdatanews.datasciencecentral.com/profile/PreetishPanda Featured Blog Posts - BigDataNews
With text analytics, various burning questions around the ‘why’ and ‘what’ of a piece or group of content can be answered. Examples like social media chatter around brand can create a...
Making the Most of Marketing Automation Software for Your Business
5/11/2018 9:00:00 AM Rohit Chavanhttps://www.bigdatanews.datasciencecentral.com/profile/RohitChavan Featured Blog Posts - BigDataNews
2016 Google trends data showed an all-time high in searches for “marketing automation”, reflecting a sustained interest in the term and the concept. Focused more on nurturing rather than selling, ...
A Local Backup Can't Keep Your Business's Data Safe
5/22/2018 12:00:00 PM Jay Caissiehttps://www.bigdatanews.datasciencecentral.com/profile/JayCaissie Featured Blog Posts - BigDataNews
Every business depends on data. For both the teen who mows lawns at the weekend and globe-spanning internet giants like Google, data is vital. It might be addresses written on a piece of pape...
This Artist Turns the Forest Floor into Data Visualizations
3/26/2018 3:30:00 PM Julia Cookhttps://www.bigdatanews.datasciencecentral.com/profile/JuliaCook Featured Blog Posts - BigDataNews
We’re all familiar with data visualizations—word clouds, pie charts, pivot tables—but how does one put enquiries in paint? Patty Haller , a landscape artist from Seattle WA, may have figured...
10 Machine Learning Algorithms You Should Know in 2018
3/24/2018 4:30:00 AM Paul Blackhttps://www.bigdatanews.datasciencecentral.com/profile/PaulBlack Featured Blog Posts - BigDataNews
The word “Big data” prevailed in 2017, and it’s going to keep prevailing in the following years. In our previous post, I’ve introduced some concepts about big data, machine learning, and data mini...
80 Best Data Science Books That Are Worthy Reading
3/28/2018 8:30:00 PM Paul Blackhttps://www.bigdatanews.datasciencecentral.com/profile/PaulBlack Featured Blog Posts - BigDataNews
Data science is probably the most popular concept nowadays. I believe that many people are looking for an entrance to get inside the industry, and I just happened to read an article that lists som...
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