In my last blog I introduced us to Hadoop, which allows companies to process, store and analyze Petabytes, Exabytes and even Yottabytes worth of data. And not just the kind of data you’d find on a spreadsheet--Hadoop can handle a wide…Continue
Added by John Burke on November 6, 2019 at 4:00pm — No Comments
Added by Stephanie Shen on November 6, 2019 at 1:30pm — No Comments
Resampling is a way to reuse data to generate new, hypothetical samples (called resamples) that are representative of an underlying population. It's used when:
Two popular tools…Continue
Added by Stephanie Glen on November 6, 2019 at 9:00am — No Comments
I would like to personally invite you to attend a unique and interesting conference: AIoT Dev Summit which I believe is an exciting step forward in Data Science and the application within AI/ML and IoT. The summit will take place in California on December 2nd and 3rd and as my guest you will receive a $250 discount when combined with the early bird special if you…Continue
Added by Vincent Granville on November 6, 2019 at 7:30am — No Comments
How should an estimator be chosen? The academic training of economists and finance professionals has traditionally favored the minimum variance unbiased estimator (MVUE). Sometimes, the maximum likelihood estimator (MLE) is chosen. From time to time, the method of moments (MOM) or the generalized method of moments (GMM) is used. Because of its subjective nature, Bayesian methods are rarely used.
The problem with this hierarchy is that it is preference-based and ignores…Continue
Added by David Harris on November 5, 2019 at 8:30pm — No Comments
Where will blockchain go in the coming new year 2020?
We’re on the edge of 2019. Isn’t this a great time to make predictions about blockchain – a revolutionary technology waiting to disrupt multiple industries.
2020 will be a year where most industries will be setting milestones to bring in the best development in their businesses.Continue
Added by Yoey Thamas on November 5, 2019 at 1:00am — No Comments
About a year ago, a young neighbor who's enrolled in an MS…
Added by steve miller on November 4, 2019 at 9:04am — No Comments
I continue to be infatuated with the potential of autonomous entities that self-monitor, self-diagnose, self-fix and self-learn without human intervention. The vision of leveraging new digital technologies, growing reams of customer, product and operational data, and advanced analytics to create autonomous entities – farms, oil fields, factories, airports, theme parks, vehicles, ships, trains, etc. – seems like science fiction.
Fortunately, the “3 Horizons of…Continue
Added by Bill Schmarzo on November 4, 2019 at 9:03am — No Comments
devices are going to number around 75.44 billion by 2025. The increase in IoT based technology and development support has influenced many fields to start implementing IoT based technology and devices in their business operations.
Logistics Industry: The Evergreen Industry of All
The logistics industry is the one that is always booming. According…Continue
Artificial Intelligence in IoT Market:
AI plays a significant role in monitoring, production development, industrial applications, and analytics, among others in several business environments. Further, with the rising number of IoT-based devices, the need to effectively process the enormous real-time data generated from connected devices to reduce downtime and maintain costs drive demand in the AI in IoT market. The two technologies together are projected to offer…Continue
Added by Kirthy Patel on November 4, 2019 at 1:30am — No Comments
Added by surendra kumar meena on November 4, 2019 at 12:30am — No Comments
Added by Vincent Granville on November 3, 2019 at 11:00am — No Comments
Pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language.
Hexagonal binning with Hexbin: extract from the Visualization chapter
This reference is available…Continue
The IEEE International Conference on Computer Vision received 4,303 papers and accepted 1,075 for the 2019 summit. Bellow is the best paper award.
Source: see paper listed below…Continue
Added by Capri Granville on November 3, 2019 at 10:00am — No Comments
The title of the eBook is Dive in Deep Learning. Below I list the content of chapter 16, dealing with the math of deep learning. But the whole book (entirely free) is worth reading. This is an interactive deep learning book with code, math, and discussions. It is based on the NumPy interface.
The original article is no longer available. Similar (and more comprehensive) material is available below.
Example of underfitted, well-fitted and overfitted models
Added by Vincent Granville on November 2, 2019 at 2:32pm — No Comments
This article was written by Natalie Wolchover.
Even as machines known as “deep neural networks” have learned to converse, drive cars, beat video games and Go champions, dream, paint pictures and help make scientific discoveries, they have also confounded their human creators, who never expected so-called “deep-learning”…Continue
Added by Andrea Manero-Bastin on November 1, 2019 at 5:30am — No Comments