Blog

Big data analytics for spatial processing

Posted by deepsingularity in Data analytics on May 09, 2016 | 35867 comments

According to IBM, the world has generated big data more than 90% in the last two years. In today's world, the taxonomy of big data could be a misnomer. Big data refers to the term that deals with astounding amounts of data deluge generated every second represented by five Vs. Volume, Veracity, Velocity, Variety, and Value. Volume The proliferation of big data generated in the last few years is enormous. As of this article, the global online Internet population climbed t...

Read more

K-Nearest Neighbor Machine Learning algorithm

Posted by deepsingularity in Algorithm on Apr 07, 2016 | 45171 comments

The German credit dataset can be downloaded from UC Irvine, Machine learning community to indicate the predicted outcome if the loan applicant defaulted or not. Applying the logistic regression with three variables duration, amount, and installment, K-means classification, and K-Nearest Neighbor machine learning algorithm. # Logistic regression # Load the file from the hard disk after setting the work directory germandata ...

Read more

The Future of Data Science and Parallel Computing

Posted by deepsingularity in AI,Big Data,Data Science,Deep Learning,Machine Learning,Popular Blogs on Apr 07, 2016 | 24137 comments

A new book under publishing "The Future of Data Science and Parallel Computing."

Read more

Data Science in 25 Minutes with GP Pulipaka (Ganapathi Pulipaka): Mastering TensorFlow Tutorial

Posted by deepsingularity in AI,Big Data,Data Science,Deep Learning,Machine Learning,Popular Blogs on Apr 07, 2016 | 16253 comments

Ganapathi Pulipaka Chief Data Scientist for AI strategy, neural network architectures, application development of Machine learning, Deep Learning algorithms, experience in applying algorithms, integrating IoT platforms, Python, PyTorch, R, JavaScript, Go Lang, and TensorFlow, Big Data, IaaS, IoT, Data Science, Blockchain, Apache Hadoop, Apache Kafka, Apache Spark, Apache Storm, Apache Flink, SQL, NoSQL, Mathematics, Data Mining, Statistical Framework, SIEM with 6+ Yea...

Read more