We establish understanding of things in terms of Data or it will be better to say in terms of Big Data, the utilization of things, matters, issues, inventions, surroundings, maps and much more throughout our everyday life cycle, all of which has a certain data type to get input, process and output for us. Sometime we understand these in almost no time as a human, where data is being originated, what are we targeting for and more, and there are times, when some thing might take longer…Continue
Added by Atif Farid Mohammad on November 29, 2013 at 12:50am — No Comments
Text (word) analysis and tokenized text modeling always give a chill air around ears, specially when you are new to machine learning. Thanks to Python and its extended libraries for its warm support around text analytics and machine learning. Scikit-learn is a savior and excellent support in text processing when you also understand some of the concept like "Bag of word", "Clustering" and "vectorization". Vectorization is must-to-know technique for all machine leaning learners, text miner…Continue
Added by Manish Bhoge on September 25, 2013 at 9:47am — No Comments
Natural language processing (NLP) involves machine learning, artificial intelligence, algorithms and linguistics related to interactions between computers and human languages. One important goal…Continue
Added by Michael Walker on August 20, 2013 at 7:27pm — No Comments
Machine Learning: A Probabilistic Perspective, by Kevin Murphy.
Boosting: Foundations and Algorithms, by Robert E. Schapire.
Models Behaving Badly: Why Confusing Illusion with Reality Can Lead to Disaster, by Emanuel Derman.
Doing Data Science, by Cathy O'Neil and Rachel…
M2M + Big Data Analytics = Unlocking Blue Ocean Opportunities at the intersect
When human beings got connected, it unlocked a whole new set of possibilities and companies like facebook, linkedin etc came up with solutions which had never been there before.
The ability of machines to interact with each other promises to unlock a whole new set of opportunities unprecedented in our history
What are some real life examples of M2M…Continue
I found it odd there was no way to automatically deskew data in R, so I wrote a short little function to do it. It noticeably improves the peformance of linear models and linear support vector machines.