Search results for Probability Statistics

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• 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

• How to become a Data Scientist for Free

  Here are the most required skills for a data scientist position based on ReSkill’s analyses of thousands of job posts and free resources to learn each skill.

  https://www.kdnuggets.com/2015/08/how-become-data-scientist-free.html

• Dataiku Data Science Studio – intuitive solution for data professionals

  Data Science Studio (DSS) from Dataiku is an intuitive software solution that let data professionals harness the power of big data. The latest version DSS 2.0 brings predictive analytics to a whole new level in terms of collaboration and usability.

  https://www.kdnuggets.com/2015/07/dataiku-data-science-studio.html

• Top 10 Data Mining Algorithms, Explained

  Top 10 data mining algorithms, selected by top researchers, are explained here, including what do they do, the intuition behind the algorithm, available implementations of the algorithms, why use them, and interesting applications.

  https://www.kdnuggets.com/2015/05/top-10-data-mining-algorithms-explained.html

• Fundamental methods of Data Science: Classification, Regression And Similarity Matching

  Data classification, regression, and similarity matching underpin many of the fundamental algorithms in data science to solve business problems like consumer response prediction and product recommendation.

  https://www.kdnuggets.com/2015/01/fundamental-methods-data-science-classification-regression-similarity-matching.html

• 11 Clever Methods of Overfitting and how to avoid them

  Overfitting is the bane of Data Science in the age of Big Data. John Langford reviews "clever" methods of overfitting, including traditional, parameter tweak, brittle measures, bad statistics, human-loop overfitting, and gives suggestions and directions for avoiding overfitting.

  https://www.kdnuggets.com/2015/01/clever-methods-overfitting-avoid.html

• Most Viewed Machine Learning Talks at Videolectures

  Discover lectures from a variety of summer schools and conference tutorials on machine learning in this list of the top lectures on the subject from videolectures.net.

  https://www.kdnuggets.com/2014/09/most-viewed-machine-learning-talks-videolectures.html

• KDnuggets™ News 14:n23, Sep 3

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

  https://www.kdnuggets.com/2014/n23.html

• The First Law of Data Science: Do Umbrellas Cause Rain?

  Michael Brodie on the first law of data science, the role of data curation in Big Data analysis, and Thomas Piketty economic theories.

  https://www.kdnuggets.com/2014/06/first-law-data-science-correlation-causation.html

• Data Science Last Mile

  This post discusses the Data Science "Last Mile", the final work to take the discovered insights and deliver them a highly usable format or integrate into a specific application.

  https://www.kdnuggets.com/2014/06/data-science-last-mile.html

• Fractal Analytics Interview Highlights

  Fractal Analytics CEO on starting the company, competing with the best, managing attrition, attributes he looks for when hiring, 4 different analytics career tracks, strategic bets, and advice for starting data scientists.

  https://www.kdnuggets.com/2014/03/fractal-analytics-interview-highlights.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

• Blogs on AI, Analytics, Data Science, Machine Learning

  Here are some of the most interesting and regularly-updated blogs on Analytics, Big Data, Data Science, Data Mining, and Machine Learning, in alphabetical order. Blog Read more »

  https://www.kdnuggets.com/websites/blogs.html

• Fraud Detection Solutions

  AccessPay fraud detection software alerts businesses to fraudulent activity before payments are sent. Alaric Systems "Fractals" card fraud detection and prevention systems using proprietary inference Read more »

  https://www.kdnuggets.com/solutions/fraud-detection.html

• Data Mining and Analysis: Fundamental Concepts and Algorithms, free PDF download (draft)

  New book by Mohammed Zaki and Wagner Meira Jr is a great option for teaching a course in data mining or data science. It covers both fundamental and advanced data mining topics, emphasizing the mathematical foundations and the algorithms, includes exercises for each chapter, and provides data, slides and other supplementary material on the companion website.

  https://www.kdnuggets.com/2013/09/data-mining-analysis-fundamental-concepts-algorithms-download-pdf-draft.html

• KDnuggets™ News 13:n19, Aug 7

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

  https://www.kdnuggets.com/2013/n19.html