- A First Principles Theory of Generalization - Nov 4, 2021.
Some new research from University of California, Berkeley shades some new light into how to quantify neural networks knowledge.
Neural Networks, Research, UC Berkeley
Online Certificates/Courses in AI, Data Science, Machine Learning from Top Universities - Sep 16, 2020.
We present the online courses and certificates in AI, Data Science, Machine Learning, and related topics from the top 20 universities in the world.
AI, Business Analytics, Certificate, Columbia, Coursera, Courses, edX, Harvard, Machine Learning, MIT, Online Education, Stanford, Toronto, UC Berkeley, UCLA
- Learn Data Science from Top Universities for Free - Jun 29, 2020.
Where to find free lectures, seminars and complete courses from the likes of MIT, Stanford and Harvard.
Columbia, Courses, Data Science, Free, Harvard, MIT, Stanford, UC Berkeley
10 Free Top Notch Natural Language Processing Courses - Oct 7, 2019.
Are you looking to learn natural language processing? This collection of 10 free top notch courses will allow you to do just that, with something for every approach to learning NLP and its varied topics.
fast.ai, NLP, Oxford, spaCy, Stanford, U. of Washington, UC Berkeley, Yandex
Another 10 Free Must-See Courses for Machine Learning and Data Science - Apr 5, 2019.
Check out another follow-up collection of free machine learning and data science courses to give you some spring study ideas.
AI, Data Science, Deep Learning, Keras, Machine Learning, NLP, Reinforcement Learning, TensorFlow, U. of Washington, UC Berkeley, Unsupervised Learning
10 More Must-See Free Courses for Machine Learning and Data Science - Dec 20, 2018.
Have a look at this follow-up collection of free machine learning and data science courses to give you some winter study ideas.
AI, Algorithms, Big Data, Data Science, Deep Learning, Machine Learning, MIT, NLP, Reinforcement Learning, U. of Washington, UC Berkeley, Yandex
- Top 15 Master of Data Science Programs You May Want To Consider - Oct 5, 2017.
Top MS of Data Science Programs in the US - on-campus and online that teach you how to humanize data and what you can do to make a difference in your company.
CMU, Columbia, MS in Data Science, NYU, Saint Mary's College, Stanford, UC Berkeley
- 5 Free Courses for Getting Started in Artificial Intelligence - Feb 1, 2017.
A carefully-curated list of 5 free collections of university course material to help you better understand the various aspects of what artificial intelligence and skills necessary for moving forward in the field.
AI, Artificial Intelligence, Deep Learning, MIT, Reinforcement Learning, Self-Driving Car, UC Berkeley
- Big Data for Social Good: UC Berkeley and Geisinger Health Collider Project - Oct 17, 2015.
The Geisinger Health Collider Project gives participating students first-hand experience with various techniques, ideas, and challenges stemming from clinical informatics by using real clinical data to address impactful problems in healthcare.
Big Data, Roberto Zicari, Social Good, UC Berkeley
- UC Berkeley: MS in Data Science Online - Sep 24, 2015.
UC Berkeley offers a Master of Information and Data Science online program which lets you to earn a degree without relocating or putting your career on hold.
MS in Data Science, Online Education, UC Berkeley
- DataLead – Leading the Way in Big Data, Paris, Nov 5-6 - Jul 1, 2015.
Jointly organized by Berkeley MFE Program and ENSAE ParisTech (U. Paris Saclay) this conference will examine how big data is being applied to real world business issues with a particular focus on finance, insurance, and marketing.
DataLead, France, Paris, UC Berkeley
- On the Shelf: Data Science Books - Apr 28, 2015.
Here are some great books About Data Science, Data Science for Businesses, Data Science in Popular Culture, Data Science How Tos & Manuals, and more - brought to you by UC Berkeley online Master of Information and Data Science.
Book, Data Mining Books, Data Science Education, Online Education, UC Berkeley
- Big Data for the Common Good “Collider”, at Frankfurt / Berkeley - Apr 1, 2015.
The Frankfurt Big Data Lab and ODBMS.org cooperate with the Center for Entrepreneurship & Technology (CET) at UC Berkeley to enable the creation of project proposals for Big Data for the Common Good.
Big Data, Frankfurt, Germany, Social Good, UC Berkeley
- Interview: Peter Alvaro, UC Berkeley, on Managing Asynchrony and Partial Failure - Dec 18, 2014.
We discuss the challenges in simultaneously managing asynchrony and partial failure, the problem of composition, research motivation, trends and more.
Challenges, Cloud, Peter Alvaro, Programming Languages, Recommendations, Trends, UC Berkeley
- Interview: Peter Alvaro, UC Berkeley, on Consistency Challenge in Distributed Systems - Dec 17, 2014.
We discuss the performance limitations caused by treating datastore as black box, consistency as an application-level property, Dedalus and LDFI approach for testing.
Consistency, Data, Databases, Distributed Systems, NoSQL, Peter Alvaro, UC Berkeley
- BIDMach machine learning toolkit - Jul 14, 2014.
BIDMach machine learning toolkit offers "rooflined" (optimized to the limit) compute primitives and competitive performance on learning tasks like regression, clustering, classification, and matrix factorization.
Machine Learning, Open Source, Tools, UC Berkeley
- Top KDnuggets tweets, Jun 25-26: 12 JavaScript Libraries for Data Viz; TF-IDF – key measure for Text Analytics - Jun 27, 2014.
Very useful: 12 JavaScript Libraries for Data Visualization; Introduction to TF-IDF - key measure for Text Analytics; UC Berkeley new online MS in #DataScience, 18 months, $60K; XLMiner solves Big Data Problems in Excel.
Data Visualization, Javascript, Text Analytics, TF-IDF, UC Berkeley, XLMiner
- Data Literacy: Education for the Information Economy - May 22, 2014.
Brian Liou discusses how data literacy adopts an even more important role for professionals in the data-driven world of today as seen in the interviews conducted for the Analytics Handbook.
Brian Liou, Hal Varian, Handbook, UC Berkeley
- Data Analytics Handbook p. 3, Interviews with Research Leaders and Academics, Free Download - May 13, 2014.
Part 3 features interviews with research leaders and academics, including Hal Varian (Chief Economist, Google), Gregory Piatetsky (Editor, KDnuggets), and Analytics Thought Leader Tom Davenport (Professor, Babson College). Free download.
Data Analytics, Hal Varian, Handbook, Tom Davenport, UC Berkeley
- UC Berkeley Master of Information and Data Science, Online - Apr 17, 2014.
This online degree is for professionals who want to become leaders in the field of data science. Students benefit from UC Berkeley strong ties to Silicon Valley and multidisciplinary approach that teaches the entire data life cycle.
Data Science, Master of Science, Online Education, UC Berkeley
