"I've work wavelet pre-processing first before decomposed data is forecast either the Approximation component (trend) on its own or forecast all the decomposed components then take the inverse wavelet transform of those forecasted multi-level…"
"Is there something called traditional machine learning? If the answer is yes, then the title is meaningful. However if the answer is no, then it is meaningless.
Clustering is statistics.
Forecasting is statistics (prominent researchers here…"
The research literature makes no differentiation between the two. Just look up some of the topics you've touched in your article, they're all over the place in machine learning journal, statistics, data-mining & what have…"
"Don't try to re-define these. Data-mining and Predictive analytics are the same thing. Different word labelling but both doing the same task. Dont get bogged down in word semantics. It is similar to the argument between the difference between…"
"There are abundant of data scientists out there looking for opportunities. They are mathematicians, physicists, engineers (electrical & electronic engineers in particular), computational economists, and more."
"Quote : "algorithm which is learning on its own"
No, the algorithm doesn't learn on its own. There's a huge misunderstanding in machine-learning & data science community about learning. They equate the term learning as…"
"Typical interventionist attitude from law-makers who do nothing all day every day but to hinder the free markets & private businesses by stifling & making immoral laws in order to stop voluntary trades between consenting individuals."
"Quote : "“Big data” and “data science” may be some of the bigger buzzwords this decade, but they aren’t necessarily new concepts."
She is absolutely correct.
Here is my own summary here of the historical…"
"Quote : "You must have heard of "Big Data""
I'm sure that every reader who comes here to read at Data Science Central have heard of "Big Data". I would be very surprised if any reader here had never heard of…"
"Quote " More than one human sensory input source (multiple screens, 3D, sound, etc.)"
Its already happening. This sub-field of machine learning falls under "Multi-view Learning", "Multi-source/Multi-task…"
"Quote : "Stay away from proprietary tools and go towards open-source"
The user should use the tool that suits his/her analytical tasks at hand.
Matlab is my main tool which is commercial but the open source APIs &…"
"In my opinion, deep-learning is just a tiny fraction of toolsets available that are available today for doing analytics. I just can't think of how I would use it apart from doing image classification since analytics is a huge area where certain…"