More digitization by 2020 in E&P – Investing into data analytics, machine learning, and artificial intelligence

How Apache had used machine learning to possibly replace manual production forecasting for unconventional wells in a pilot involving both the Bakken formation and Permian Basin. Also, Norwegian producer plans to invest $240 million in digitalization efforts by 2020, establishing a center to coordinate and manage these efforts companywide. The center will have units dedicated to data analytics, machine learning, …

Applied Text Mining in Python | Coursera

About this course: This course will introduce the learner to text mining and text manipulation basics. The course begins with an understanding of how text is handled by python, the structure of text both to the machine and to humans, and an overview of the nltk framework for manipulating text. The second week focuses on common manipulation needs, including regular …

A Journey of Learning TensorFlow

Today, I started reading TensorFlow (TF) and also decided to make notes and capture observations during this process. I have done programming for several years and did scripting in VB and Python as well so I will try to relate this new learning to my existing knowledge. This post and subsequent posts will help people with a similar background to …

TensorFlow for Non-Experts

TensorFlow is Google’s machine learning framework. In this talk, you will learn how to use TensorFlow effectively. TensorFlow offers high level interfaces like Keras and Estimators, which can be used without being an expert. This talk will show how to implement complex machine learning models and deploy them on any platform that supports TensorFlow.

Use of back propagation neural networks and expert scoring to quantify the relative risks of shale gas development. This paper propose that using a risk analysis prioritization method, such as back propagation neural networks,so that policymakers can quantify the relative risks posed by shale gas development to optimize the allocation of resources, technology and infrastructure development to minimize resource, economic, …

GIS Geography

GISGeography.com is a website about Geographic Information Systems (GIS) and Geography. We are passionate about creating unique content about all aspects of GIS. This comes in the form of well-crafted infographics, guest posts and comprehensive lists. We are excited to share this information with you. GISGeography.com strives to produce relevant content on the uses and science of GIS. We are …

My notes on esri Malaysia organized User Conference 2016

esri Malaysia organized a user group conference on 18-19th Nov 2016. It was a nice gathering and I was there for the first time. Here are my notes/observations and takeaways about the event. This might be useful for my friends and professionals in GIS and petroleum domain. Smart Maps rising, that’s enables and motivate people to work together smartly and its needs commonly thinking people …