- Interactive Machine Learning Experiments - May 26, 2020.
Dive into experimenting with machine learning techniques using this open-source collection of interactive demos built on multilayer perceptrons, convolutional neural networks, and recurrent neural networks. Each package consists of ready-to-try web browser interfaces and fully-developed notebooks for you to fine tune the training for better performance.
- Top 10 Videos on Deep Learning in Python - Nov 17, 2017.
Playlists, individual tutorials (not part of a playlist) and online courses on Deep Learning (DL) in Python using the Keras, Theano, TensorFlow and PyTorch libraries. Assumes no prior knowledge. These videos cover all skill levels and time constraints!
- Top 10 Videos on Machine Learning in Finance - Sep 29, 2017.
Talks, tutorials and playlists – you could not get a more gentle introduction to Machine Learning (ML) in Finance. Got a quick 4 minutes or ready to study for hours on end? These videos cover all skill levels and time constraints!
- Top Recent Big Data videos on YouTube - May 17, 2017.
Top viewed videos on Big Data since 2015 include Big Data use cases in psychographics, sports, politics and data monetisation.
- IEEE Big Data 2016 keynotes, tutorial presentations - Jan 29, 2017.
Read the keynote and tutorial presentations on important topics including Big Data and Privacy, Mining Unstructured Text Data, Database Decay and How to Avoid It, Trajectory Data Mining, and more.
- KDnuggets™ News 16:n39, Nov 2: Machine Learning: A Complete and Detailed Overview; Learn Data Science in 8 (Easy) Steps - Nov 2, 2016.
Machine Learning: A Complete and Detailed Overview; Cartoon: Scary Big Data; Learn Data Science in 8 (Easy) Steps; Is Your Code Good Enough to Call Yourself a Data Scientist?; Using Machine Learning to Detect Malicious URLs; Frequent Pattern Mining and the Apriori Algorithm
- Learn Data Science for Excellence and not just for the Exams - Oct 31, 2016.
Are you currently pursuing your masters in Data Science? Overwhelmed with Buzzwords and Information? Don’t know where and how to start your study? Then start with this article and a starter kit provided, but learn it for excellence and not just for the exams.
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- Top /r/MachineLearning Posts, May: TensorFlow Tricks; Machine Learning Tutorials; Google TPUs - Jun 1, 2016.
May on /r/MachineLearning was all about tutorials, TensorFlow, Google hardware, Deep Learning machine installations, and some laughs.
- KDnuggets™ News 16:n10, Mar 23: Data Science Puzzle, explained; New KDnuggets Tutorials; 4 Data Viz Lessons - Mar 23, 2016.
New KDnuggets Tutorials Page: Learn R, Python, Data Viz, Deep Learning; The Data Science Puzzle, Explained; The Data Science Process, Rediscovered; 4 Lessons for Brilliant Data Visualization.
- Scikit-learn and Python Stack Tutorials: Introduction, Implementing Classifiers - Jan 18, 2016.
A small collection of introductory scikit-learn and Python stack tutorials for those with an existing understanding of machine learning looking to jump right into using a new set of tools.
- Top 10 Deep Learning Projects on Github - Jan 13, 2016.
The top 10 deep learning projects on Github include a number of libraries, frameworks, and education resources. Have a look at the tools others are using, and the resources they are learning from.
- Top /r/MachineLearning Posts, December: The Secret Sauce, OpenAI, Google vs. Facebook - Jan 4, 2016.
December on /r/MachineLearning: Is TensorFlow Google's "secret sauce?", AI leaders unite, an extensive curated list of machine learning resources grows, Google vs. Facebook, and Deep Q Pong.
- Top KDnuggets tweets, Oct 13-19: R vs Python: head to head; Machine Learning for Developers tutorial - Oct 20, 2015.
Machine Learning for Developers - very nice tutorial; R vs #Python: head to head #Data Analytics; Data Science Skills and the Improbable Unicorn Data Scientist; How Tesla AutoPilot learns.
- KDnuggets™ News 15:n21, Jul 1: Top 20 R packages; Using Ensembles in Kaggle; Tutorials and How-Tos - Jul 1, 2015.
Top 20 R packages by popularity; Tutorials, Overviews, How-Tos; Open Source Enabled Interactive Analytics; Using Ensembles in Kaggle Data Science Competitions.
- New KDnuggets Section: Tutorials, Overviews, How-Tos - Jun 30, 2015.
New category brings you explanations of Why Deep Learning works, Recurrent Neural Networks, using Ensembles in Data Science competitions, Visualizing your Facebook network, and more.
- Baby Boom: Udemy Excel Tutorial on Analyzing Large Data Sets - Apr 15, 2015.
This tutorial not only shows how to use Excel Pivot Tables and Graphs, but teaches the mindset needed in exploratory data analysis - look beneath the surface, consider the non-obvious interpretations, and question everything (including the data).
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- Most Viewed Text Mining Lectures - Sep 12, 2014.
View some of the most popular text mining lectures from videolectures.net and learn about topics including mining web data and building large-scale information retrieval systems.
- Most Viewed Machine Learning Talks at Videolectures - Sep 11, 2014.
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.
- Most Viewed Big Data Talks at Videolectures - Sep 10, 2014.
Learn about topics ranging from applying big data to industrial settings to using machine learning on big data knowledge graphs from these big data lectures on videolectures.net.
- Most Viewed Data Mining Talks at Videolectures - Sep 9, 2014.
Watch the top 25 most viewed popular data mining lectures on VideoLectures.NET to learn about topics ranging general big-data tutorials to monetizing data mining startups.
- KDD 2014 Tutorial and Workshop Proposals - Feb 27, 2014.
KDD 2014 is a leading research conference on Knowledge Discovery, Data Mining, and Data Science. Submit Workshop proposals by Mar 7, Tutorial proposals by Mar 15.
- KDnuggets 14:n02, Split on Data Science; Data Science in Python Tutorial - Jan 22, 2014.
Split on Data Science - Team vs Individual Approach, Data Science in Python - free tutorial, PASS Free Online Business Analytics Training - Feb 5, Confessions of a Dataholic, and more analytics/data mining news.