Sample Projects for Data Scientists in Training
Here is a list of potential projects to help you complete your master in data science or in a related field. Project #8: Detecting fake… Read More »Sample Projects for Data Scientists in Training
Home » Archives for Vincent Granville
Vincent Granville
Author and Publisher at MLtechniques.com. Machine learning scientist, mathematician, book author (Wiley), patent owner, former post-doc at Cambridge University, former VC-funded executive, with 20+ years of corporate experience including CNET, NBC, Visa, Wells Fargo, Microsoft, eBay. Vincent also founded and co-founded a few start-ups, including one with a successful exit (Data Science Central acquired by Tech Target).
Difficult Probability Problem: Distribution of Digits in Rogue Systems
I recently posted a table summarizing probabilistic properties of digits in various number representation systems, see here. The topic is already rather difficult for well-behaved… Read More »Difficult Probability Problem: Distribution of Digits in Rogue Systems
15 Great Articles About Decision Trees
This resource is part of a series on specific topics related to data science: regression, clustering, neural networks, deep learning, Hadoop, decision trees, ensembles, correlation,… Read More »15 Great Articles About Decision Trees
Selected Recent Articles from Top DSC Contributors – Part 6
This is a new series, featuring great content from our top contributors. Some of these articles are rather technical in nature, but many are business-oriented… Read More »Selected Recent Articles from Top DSC Contributors – Part 6
Cool Video: An Unexpected Use of AI and IoT to Enjoy Music
Back to the heydays of Youtube, when it was all about amateur videos. Here, with a modern twist: A guy (me) dancing while listening to… Read More »Cool Video: An Unexpected Use of AI and IoT to Enjoy Music
Off the Beaten path – Using Deep Forests to Outperform CNNs and RNNs
Summary: How about a deep learning technique based on decision trees that outperforms CNNs and RNNs, runs on your ordinary desktop, and trains with relatively… Read More »Off the Beaten path – Using Deep Forests to Outperform CNNs and RNNs
Becoming a Billionaire Data Scientist vs Struggling to Get a $100k Job – What is the difference?
Do the usual (attending data camps if you don’t have any experience), and you will go nowhere due to competition doing the exact same thing… Read More »Becoming a Billionaire Data Scientist vs Struggling to Get a $100k Job – What is the difference?
If data science is in demand, why is it so hard to get a job?
Another question recently posted on social networks. Below is my answer, with link to the original post. The main reason is the exponential growth of… Read More »If data science is in demand, why is it so hard to get a job?
Free Book: Applied Stochastic Processes
Full title: Applied Stochastic Processes, Chaos Modeling, and Probabilistic Properties of Numeration Systems. An alternative title is Organized Chaos. Published June 2, 2018. Author: Vincent… Read More »Free Book: Applied Stochastic Processes
What do mathematicians mean by good math and bad math?
This is a popular question recently posted on Quora, with my answer viewed more than 8,000 times so far. I am re-posting it here. This… Read More »What do mathematicians mean by good math and bad math?