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The Shape of Data | Exploring the geometry behind machine learning, data mining, etc.

Exploring the geometry behind machine learning, data mining, etc. (by Jesse Johnson)

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The Shape of Data | Exploring the geometry behind machine learning, data mining, etc. | shapeofdata.wordpress.com Reviews
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Exploring the geometry behind machine learning, data mining, etc. (by Jesse Johnson)
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The Shape of Data | Exploring the geometry behind machine learning, data mining, etc. | shapeofdata.wordpress.com Reviews

https://shapeofdata.wordpress.com

Exploring the geometry behind machine learning, data mining, etc. (by Jesse Johnson)

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1

Statistics vs. Heuristics | The Shape of Data

https://shapeofdata.wordpress.com/2014/09/17/statistics-vs-heuristics

The Shape of Data. Exploring the geometry behind machine learning, data mining, etc. Statistics vs. Heuristics. September 17, 2014. By a heuristic, I mean a simple algorithm that makes intuitive sense, but may only give an approximately correct answer. As an example, heuristics often come up when turning a vector data set into a similarity graph. Once we’ve calculated the distances between pairs of data points, we want to connect each data point to its. Nearest neighbors for some number. That gave the be...

2

Genetic algorithms and symbolic regression | The Shape of Data

https://shapeofdata.wordpress.com/2015/06/13/genetic-algorithms-and-symbolic-regression

The Shape of Data. Exploring the geometry behind machine learning, data mining, etc. GPUs and Neural Networks →. Genetic algorithms and symbolic regression. June 13, 2015. A few months ago, I wrote a post about optimization using gradient descent. Which I’ll illustrate with a specific type of genetic algorithm called. I first heard about this in an article about a small company in Somerville, MA called Nutonian. That has built a whole data science platform around it. Notice that the plus signs in the equ...

3

Precision, Recall, AUCs and ROCs | The Shape of Data

https://shapeofdata.wordpress.com/2015/01/05/precision-recall-aucs-and-rocs

The Shape of Data. Exploring the geometry behind machine learning, data mining, etc. Convolutional neural networks →. Precision, Recall, AUCs and ROCs. January 5, 2015. I occasionally like to look at the ongoing Kaggle competitions. ROC) curve, sometimes shortened to the ROC score or AUC (Area Under the Curve). In this post, I want to discuss some interesting properties of this scoring system, and its relation to another similar measure – precision/recall. Recall that in a classification problem. Sometim...

4

Optimization | The Shape of Data

https://shapeofdata.wordpress.com/2014/09/30/optimization

The Shape of Data. Exploring the geometry behind machine learning, data mining, etc. Statistics vs. Heuristics. Precision, Recall, AUCs and ROCs →. September 30, 2014. Lets start off with an example: Imagine you’re designing a robot with a solar powered battery charger. Whenever the robot’s battery is low, you want it to stop whatever it’s doing and find a sunny spot to recharge its batteries. How would you design this part of the robot’s behavior? Each of these two robots is mimicking an algorithm called.

5

Table of Contents | The Shape of Data

https://shapeofdata.wordpress.com/introduction

The Shape of Data. Exploring the geometry behind machine learning, data mining, etc. The first few posts to this blog will be most coherent if they are read in chronological order. A new entry will be posted each Wednesday morning. To see the latest posts in blog format, click here. To get updates when new posts appear, you can subscribe by RSS. Or follow me on google. I – Introduction. Different names for data analysis. Filling in the gaps – Probability Distributions. Continuous Bayes’ Theorem. May 31, ...

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Chat | I smile so I am

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I smile so I am. Whatever you want to say, just leave a message here. It’s a private blog but all remarks are welcome. I like to share my stories, and I also like to hear yours. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:. Address never made public). You are commenting using your WordPress.com account. ( Log Out. You are commenting using your Twitter account. ( Log Out. You are commenting using your Facebook account. ( Log Out. Thiago G....

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Under Pressure | Instigation of Thought

https://eoghanbeag.wordpress.com/2013/02/11/under-pressure

Next Generation Management: course construct. Next Generation Management: a reflection. Personal Development and Management: a reflection. BSc in Enterprise, Computing and Applied Irish. February 11, 2013. 8220;Who in the blue hell are you? 8221; the Rock once asked. To explain what App 2.0 is and how it aids communication among other things I’m going to have to take you on a whirlwind tour of the history of the interweb. (For those with a head start App 2.0 refers to apps that live on ...As we used to k...

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It is what it is: Social Media and the rise of the UFC | Instigation of Thought

https://eoghanbeag.wordpress.com/2013/03/06/it-is-what-it-is

Next Generation Management: course construct. Next Generation Management: a reflection. Personal Development and Management: a reflection. BSc in Enterprise, Computing and Applied Irish. It is what it is: Social Media and the rise of the UFC. March 6, 2013. There’s no greater marketing tool in the world than social media Dana White. Few weeks back I made a post/rant about spotting the truth from a lie. But how do you do social? Can you use Twitter, Facebook etc to grow a whole business? In 2001, Dana Whi...

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K-Nearest Neighbors: dangerously simple | mathbabe

https://mathbabe.org/2013/04/04/k-nearest-neighbors-dangerously-simple

Exploring and venting about quantitative issues. K-Nearest Neighbors: dangerously simple. K-Nearest Neighbors: dangerously simple. April 4, 2013. Cathy O'Neil, mathbabe. After all, a good data scientist is hard to find. I’m here to say, it’s not clear that’s possible. Even the simplest algorithm, like k-Nearest Neighbor (k-NN), can be naively misused by someone who doesn’t understand it well. Let me explain. Holy shit, that was simple! Mathbabe, what’s your problem? The devil is all in the detail of.

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Books - Dattamsha

http://www.dattamsha.com/books

Big Data Made Easy. There are too many books/resources and it’s easy to get lost in the wild. Here are some of the references to get started with different technologies. Is a nice book to get started with Spark. Here is a review of the book. The books around HBase ( HBase: The Definitive Guide. And HBase in Action. Are the ones to get started with HBase. But, both the books are a couple of years old and not being updated. The HBase official reference documentation. Is the only book exclusively on Hadoop.

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Good science must be clear and easily understood | I smile so I am

https://songsy.wordpress.com/2012/10/09/good-science-must-be-clear-and-easily-understood

I smile so I am. Laquo; Mid-Autumn Festival. Good science must be clear and easily understood. Posted October 9, 2012 by songsy in research. I should take my mentor as a good example. I swear I will not write anything that’s ambiguous and I will strive to make things clear and easy to understand. Yamanaka has won his Nobel Prize today, but his finding has already been accepted and broadly developed. Leave a Reply Cancel reply. Enter your comment here. Fill in your details below or click an icon to log in:.

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Mid-Autumn Festival | I smile so I am

https://songsy.wordpress.com/2012/09/29/mid-autumn-festival

I smile so I am. Laquo; The first blog should be “Hello US”. Good science must be clear and easily understood. Posted September 29, 2012 by songsy in little doodle. Really life is far complicated than that. Happy life requires everyday effort. We always disregard the process and admire the agreeable result. When asked about my favorite quote from a movie, I wrote, “Forest, run! One response to this post. On September 30, 2012 at 1:40 am. When you chasing your goal, just do not forget to keep smiling:).

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Hadoop Tips: MachineLearning

http://www.thecloudavenue.com/p/machinelearning.html

Rant about Big Data and related technologies. Machine Learning Summer School held in Purdue, 2011. Course (CS229) - taught by Professor Andrew Ng. ML by Andrew Ng. A real Caltech course, not a watered-down version. Statistical Learning from Stanford. ML by Hillary Mason. Building Machine Learning Systems with Python. An Introduction to Statistical Learning with Applications in R (free). Http:/ www.datarobot.com/blog/. Http:/ blog.kaggle.com/. Http:/ shapeofdata.wordpress.com/. Curated by Peter Skomoroch.

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More book, more cricket! 2nd edition of my books now on Amazon | Giga thoughts …

https://gigadom.wordpress.com/2017/03/26/more-book-more-cricket-2nd-edition-of-my-books-now-on-amazon

Giga thoughts …. About Giga thoughts…. More book, more cricket! 2nd edition of my books now on Amazon. March 26, 2017. March 30, 2017. The 2nd edition of both my books. A) Cricket analytics with cricketr. B) Beaten by sheer pace – Cricket analytics with yorkr. Is now available on Amazon, both as Paperback and Kindle versions. Pick up your copies today! Check out this link “ Cricket Analytics. A) Cricket analytics with cricketr: Second Edition. Pick up your copies today! Pingback: More book, more cricket!

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Saturday, March 17, 2012. Sunday, April 3, 2011. I wanted to take care of you. You never allowed me. Tuesday, March 29, 2011. Sitting, contemplating of the precise words to use in my articles. It's the usual. You're the usual. Sunday, March 6, 2011. Monday, January 17, 2011. Friday, November 26, 2010. I keep taking and taking, and the more I take, the more you're warmly nested in my mind. I'll leave things to be. I'm not intrepid enough. And if I were, I would be terrified unconditionally. This blog has ...

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The Shape of Data | Exploring the geometry behind machine learning, data mining, etc.

The Shape of Data. Exploring the geometry behind machine learning, data mining, etc. GPUs and Neural Networks. July 14, 2015. Have been around for a long time – since either the 1940s or the 1950s, depending on how you count. But they’ve only started to be used for practical applications such as image recognition in the last few years. Some of the recent progress is based on theoretical breakthroughs such as convolutional neural networks. S at certain tasks. However, it turns out you only get this sp...

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Shape of Day- A Short Film about Humanity, Judgement, and Prejudice

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Shape of Days

Bloggen über den Alltag. Zum Beispiel schöne Zähne: Alles zum Thema Invisalign. June 22nd, 2014. Vor weit mehr als hundert Jahren bereits erfand Edward H. Angle. Invisalign Der Traum aller Spangenträger. Der unschlagbare Vorteil von Invisalign ist natürlich optischer Natur: Von weitem sieht man die Einsätze überhaupt nicht und aus der Nähe muss man schon direkt und gezielt auf die Zähne schauen, um etwas zu bemerken! Posted in Leben in Berlin. June 22nd, 2014. Grundsätzlich halte ich Schönheitsoperatione...

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Shape of Days

November 26, 2006. The process of propagating nursery. I urge you to buy a good book on the subject such as, Plant Propagation by Alan Toogood. For some, it is much easier to absorb what they are reading when the desciptive text is followed along with clear photos. With a little education and luck, you will be growing your own nursery stock before you know it. Warning: Propagating your own plants can become addictive! Nov 26, 2006 10:07:21 PM. November 12, 2006. Pile is too wet. Nov 12, 2006 12:20:25 PM.

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The Shape of Design - A book by Frank Chimero

We reprinted The Shape of Design, and you can order a copy! A fieldguide for makers. A love letter to design. Ldquo;Chimero wraps his ideas in a clear, strong voice that is witty at times, poignant at others. … If you create things, the book’s insights will inform the way you think about your work, regardless of how you make your living.”. Ldquo;From the very first line, Frank grabs you by the neurons and heartstrings, and doesn’t let go until the very last.”. With a foreword by. MFA in Interaction Design.

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Music | Shape of Despair

Larr; more from. Alone in the Mist. Contact Shape of Despair. Switch to mobile view.