Search results for Foundation Models

Found 568 documents, 5970 searched:

• How to Compute the Statistical Significance of Two Classifiers Performance Difference

  To determine whether a result is statistically significant, a researcher would have to calculate a p-value, which is the probability of observing an effect given that the null hypothesis is true. Here we are demonstrating how you can compute difference between two models using it.

  https://www.kdnuggets.com/2016/03/statistical-significance-two-classifiers-performance-difference.html

• The ICLR Experiment: Deep Learning Pioneers Take on Scientific Publishing

  Deep learning pioneers Yann LeCun and Yoshua Bengio have undertaken a grand experiment in academic publishing. Embracing a radical level of transparency and unprecedented public participation, they've created an opportunity not only to find and vet the best papers, but also to gather data about the publication process itself.

  https://www.kdnuggets.com/2016/02/iclr-deep-learning-scientific-publishing-experiment.html

• Elementary, My Dear Watson! An Introduction to Text Analytics via Sherlock Holmes

  Want to learn about the field of text mining, go on an adventure with Sherlock & Watson. Here you will find what are different sub-domains of text mining along with a practical example.

  https://www.kdnuggets.com/2016/02/dato-introduction-text-analytics-sherlock-holmes.html

• 7 Steps to Understanding Deep Learning

  There are many deep learning resources freely available online, but it can be confusing knowing where to begin. Go from vague understanding of deep neural networks to knowledgeable practitioner in 7 steps!

  https://www.kdnuggets.com/2016/01/seven-steps-deep-learning.html

• Deep Learning Transcends the Bag of Words

  Generative RNNs are now widely popular, many modeling text at the character level and typically using unsupervised approach. Here we show how to generate contextually relevant sentences and explain recent work that does it successfully.

  https://www.kdnuggets.com/2015/12/deep-learning-outgrows-bag-words-recurrent-neural-networks.html

• 7 Steps to Mastering Machine Learning With Python

  There are many Python machine learning resources freely available online. Where to begin? How to proceed? Go from zero to Python machine learning hero in 7 steps!

  https://www.kdnuggets.com/2015/11/seven-steps-machine-learning-python.html

• MetaMind Mastermind Richard Socher: Uncut Interview

  In a wide-ranging interview, Richard Socher opens up about MetaMind, deep learning, the nature of corporate research, and the future of machine learning.

  https://www.kdnuggets.com/2015/10/metamind-mastermind-richard-socher-deep-learning-interview.html

• Does Deep Learning Come from the Devil?

  Deep learning has revolutionized computer vision and natural language processing. Yet the mathematics explaining its success remains elusive. At the Yandex conference on machine learning prospects and applications, Vladimir Vapnik offered a critical perspective.

  https://www.kdnuggets.com/2015/10/deep-learning-vapnik-einstein-devil-yandex-conference.html

• 15 Mathematics MOOCs for Data Science

  The essential mathematics necessary for Data Science can be acquired with these 15 MOOCs, with a strong emphasis on applied algebra & statistics.

  https://www.kdnuggets.com/2015/09/15-math-mooc-data-science.html

• Top 10 Quora Data Science Writers and Their Best Advice

  Top Quora data science writers give their advice on pursuing a career in the field, approaching interviews, and selecting appropriate technologies.

  https://www.kdnuggets.com/2015/09/top-data-science-writers-quora.html

• A Great way to learn Data Science by simply doing it

  There are tons of great online resources out there we can pick up and learn them to become a master in data science. Here is a comprehensive list of data science course providers along with links to the data science courses.

  https://www.kdnuggets.com/2015/09/learn-data-science-by-doing.html

• Spark SQL for Real-Time Analytics

  Apache Spark is the hottest topic in Big Data. This tutorial discusses why Spark SQL is becoming the preferred method for Real Time Analytics and for next frontier, IoT (Internet of Things).

  https://www.kdnuggets.com/2015/09/spark-sql-real-time-analytics.html

• Paradoxes of Data Science

  There are many paradoxes, ironies and disconnects in today’s world of data science: pain points, things ignored, shoved under the rug, denied or paid lip.

  https://www.kdnuggets.com/2015/08/paradoxes-data-science.html

• 11 things to know about Sentiment Analysis

  Seth Grimes, a text analytics guru, shares 11 key observations on what works, what is past, what is coming, and what to keep in mind while doing sentiment analysis.

  https://www.kdnuggets.com/2015/08/11-things-about-sentiment-analysis.html

• Three Essential Components of a Successful Data Science Team

  A Data Science team, carefully constructed with the right set of dedicated professionals, can prove to be an asset to any organization,

  https://www.kdnuggets.com/2015/08/3-components-successful-data-science-team.html

• Deep Learning and the Triumph of Empiricism

  Theoretical guarantees are clearly desirable. And yet many of today's best-performing supervised learning algorithms offer none. What explains the gap between theoretical soundness and empirical success?

  https://www.kdnuggets.com/2015/07/deep-learning-triumph-empiricism-over-theoretical-mathematical-guarantees.html

• The Myth of Model Interpretability

  Deep networks are widely regarded as black boxes. But are they truly uninterpretable in any way that logistic regression is not?

  https://www.kdnuggets.com/2015/04/model-interpretability-neural-networks-deep-learning.html

• Data Science’s Most Used, Confused, and Abused Jargon

  As data science has spread through the mainstream, so too has a dense vocabulary of ill-defined jargon. In a split-personality post, we offer several perspectives on many of data science's most confused terms.

  https://www.kdnuggets.com/2015/02/data-science-confusing-jargon-abused.html

• (Deep Learning’s Deep Flaws)’s Deep Flaws

  Recent press has challenged the hype surrounding deep learning, trumpeting several findings which expose shortcomings of current algorithms. However, many of deep learning's reported flaws are universal, affecting nearly all machine learning algorithms.

  https://www.kdnuggets.com/2015/01/deep-learning-flaws-universal-machine-learning.html

• MetaMind Competes with IBM Watson Analytics and Microsoft Azure Machine Learning

  While Microsoft and IBM rush to bring data science and visualization to the masses, MetaMind follows another path, offering deep learning as a service.

  https://www.kdnuggets.com/2015/01/metamind-ibm-watson-analytics-microsoft-azure-machine-learning.html

• Deep Learning in a Nutshell – what it is, how it works, why care?

  Deep learning and neural networks are increasingly important concepts in computer science with great strides being made by large companies like Google and startups like DeepMind.

  https://www.kdnuggets.com/2015/01/deep-learning-explanation-what-how-why.html

• KDnuggets™ News 14:n35, Dec 29

  Features | Software | Opinions | Interviews | News | Courses | Meetings | Jobs | Academic | Tweets | CFP | Quote Features 2015 Read more »

  https://www.kdnuggets.com/2014/n35.html

• Geoff Hinton AMA: Neural Networks, the Brain, and Machine Learning

  In a wide-ranging Q&A, Geoff Hinton addresses the future of deep learning, its biological inspirations, and his research philosophy.

  https://www.kdnuggets.com/2014/12/geoff-hinton-ama-neural-networks-brain-machine-learning.html

• KDnuggets™ News 14:n27, Oct 22

  Features | Software | Opinions | Interviews | Reports | News | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets Read more »

  https://www.kdnuggets.com/2014/n27.html

• KDnuggets™ News 14:n26, Oct 8

  Features | Software | Opinions | Interviews | News | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets | CFP Read more »

  https://www.kdnuggets.com/2014/n26.html

• KDnuggets™ News 14:n18, Jul 16

  Features (6) | Software (2) | Opinions (7) | News (4) | Webcasts (3) | Courses (1) | Meetings (4) | Jobs (9) | Tweets Read more »

  https://www.kdnuggets.com/2014/n18.html

• Do you need a Masters Degree to become a Data Scientist?

  Leading analytics experts answer the question: "Do you need a Masters Degree to become a Data Scientist?" Read practical tips and interesting commentary.

  https://www.kdnuggets.com/2014/06/masters-degree-become-data-scientist.html

• KDnuggets™ News 14:n12, May 21

  Features (11) | Software (4) | Opinions (9) | News (7) | Webcasts (1) | Courses (3) | Meetings and Reports (10) | Jobs (14) Read more »

  https://www.kdnuggets.com/2014/n12.html

• KDnuggets™ News 14:n07, Mar 26

  Features (3) | Opinions (3) | Software (2) | News (3) | Webcasts (2) | Courses (1) | Meetings (3) | Jobs (5) | Academic Read more »

  https://www.kdnuggets.com/2014/n07.html

• Evolution of Fraud Analytics – An Inside Story

  The amazing analytic innovations in payment fraud prevention can be grouped into three major categories: large data-set modeling, sparse data-set modeling, and false-positive reductions - a view from the inside.

  https://www.kdnuggets.com/2014/03/evolution-fraud-analytics-inside-story.html

• The Do’s and Don’ts of Data Mining

  Leading data mining and analytics experts give their favorite do's and don'ts, from "Do plan for data to be messy" to "Do not underestimate the power of a simpler-to-understand solution".

  https://www.kdnuggets.com/2014/03/data-mining-do-and-dont.html

• KDnuggets Exclusive: Part 2 of the Interview with Yann LeCun

  We discuss how far AI is likely to go, how Data Science to Statistics is like Computer Science was to Math, Big Data hype and reality, and advice to beginning Data Scientists.

  https://www.kdnuggets.com/2014/02/exclusive-yann-lecun-deep-learning-facebook-ai-lab-part2.html

• 2013 Dec Publications: Analytics, Big Data, Data Mining and Data Science

  All (95) | News, Software (27) | Courses, Events (12) | Jobs | Academic | Publications (38) Unicorn Data Scientists vs Data Science Teams - Read more »

  https://www.kdnuggets.com/2013/12/publications.html

• 2013 Dec: Analytics, Big Data, Data Mining and Data Science News

  All (95) | News, Software (27) | Courses, Events (12) | Jobs | Academic | Publications (38) Unicorn Data Scientists vs Data Science Teams - Read more »

  https://www.kdnuggets.com/2013/12/index.html

• KDnuggets™ News 13:n31, Dec 19

  Features (8) | Software (3) | Webcasts (2) | Courses, Events (1) | Meetings (1) | Jobs (8) | Academic (1) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n31.html

• 2013 Nov: Analytics, Big Data, Data Mining and Data Science Posts

  All (116) | News, Software (28) | Courses, Events (23) | Jobs | Academic | Publications (36) Yahoo SAMOA, Open Source Platform for Mining Big Read more »

  https://www.kdnuggets.com/2013/11/index.html

• KDnuggets™ News 13:n30, Dec 11

  Features (12) | Software (2) | Webcasts (1) | Courses, Events (5) | Meetings (1) | Jobs (5) | Academic (1) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n30.html

• KDnuggets™ News 13:n24, Oct 8

  Features (10) | Software (3) | Webcasts (4) | Courses, Events (4) | Meetings (2) | Jobs (7) | Academic (4) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n24.html

• Chordalysis: a new method
  to discover the structure of data

  This new method helps you answer "why" - understand the reasons for prediction. It uses chordal graphs to scale the classical method of log-linear analysis to much larger datasets.

  https://www.kdnuggets.com/2013/11/chordalysis-new-method-to-discover-structure-data.html

• KDnuggets™ News 13:n21, Aug 28

  Features (9) | Software (1) | Webcasts (2) | Courses, Events (3) | Meetings (4) | Jobs (5) | Academic (3) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n21.html

• Europe Degrees in Data Science, Machine Learning, AI and Analytics

  Certificates | Courses | Online Masters | Europe Degrees | US/Canada Degrees   EU Erasmus Mundus Master Course in Data Mining and Knowledge Management (DMKM), Read more »

  https://www.kdnuggets.com/education/europe.html

• US/Canada Degree Programs in Data Science, Machine Learning, AI & Analytics

  Certificates | Courses | Online Masters | Europe Degrees | US/Canada Degrees United States of America   Northeast Connecticut: Central Connecticut State University (CCSU), exploring Read more »

  https://www.kdnuggets.com/education/usa-canada.html

• Consulting Companies in AI, Analytics, Data Science, and Machine Learning

  A B C D E F G H I J K L M N O P Q R S T U V W XYZ 4i, Read more »

  https://www.kdnuggets.com/companies/consulting.html

• KDnuggets™ News 13:n12, May 8

  Features (9) | Software (4) | Webcasts (3) | Courses, Events (1) | Meetings (3) | Jobs (9) | Academic (3) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n12.html

• KDnuggets™ News 13:n08, Mar 27

  Features (9) | Software (5) | Webcasts (1) | Courses, Events (2) | Meetings (1) | Jobs (6) | Academic (4) | Competitions (3) | Publications Read more »

  https://www.kdnuggets.com/2013/n08.html

• KDnuggets™ News 13:n03, Feb 13

  Features (9) | Software (6) | Webcasts (2) | Courses, Events (3) | Jobs (6) | Meetings (5) | Academic (1) | Competitions (4) | Publications Read more »

  https://www.kdnuggets.com/2013/n03.html

• KDnuggets™ News 13:n02, Jan 30

  Features (10) | Software (4) | Courses, Events (2) | Webcasts (3) | Jobs (12) | Academic (5) | Competitions (4) | Publications (12) | NewsBriefs Read more »

  https://www.kdnuggets.com/2013/n02.html

• KDnuggets™ News 13:n01, Jan 15

  Features (11) | Software (2) | Courses, Events (2) | Webcasts (3) | Jobs (11) | Competitions (3) | Publications (10) | NewsBriefs (4) | CFP Read more »

  https://www.kdnuggets.com/2013/n01.html