When working with subsurface data we often deal with datasets that have been sampled in different ways. For example, well log measurements are continuously recorded
Data science is a rapidly growing field with the demand for data scientists projected to grow by 36% over the next decade according to the US Bureau of Labor Statistics. However, the field can be very competitive, and there are many steps between being an entry-level data scientist and getting promoted into a senior role at a large company.
Neural Networks are a popular (mostly) supervised machine learning algorithm. They can be used for modelling a variety of complicated tasks such as image processing,
Folium is a powerful Python library that makes it easy to visualise geospatial data. It utilises the power of Leaflet.js, which is a popular and leading JavaScript
Reducing the Impacts of Garbage In Garbage Out on Machine Learning Models Ensuring you have good data quality prior to running machine learning algorithms is
Machine Learning has become very popular over the past decade or so with many industries adopting new algorithms to automate processes and increase productivity. Machine Learning
Using well log data to subdivide and group the subsurface into meaningful packages is a common task within geoscience and petrophysics. It allows log responses
Exploratory Data Analysis (EDA) is an important and essential part of the data science and machine learning workflow. It allows us to become familiar with our data by exploring it, from multiple angles, through statistics, data visualisations, and data summaries. This helps discover patterns in the data, spot outliers, and gain a solid understanding of the data we are working with.
Manage your research, notes and academic references all in one place with Notion Being an avid researcher with several scientific conference publications, a journal article and
Quick and simple conversion process to create a LAS file from scratch using LASIO and CSV Data Well log data can be delivered in a variety
The best open source geoscience datasets for applying data science, machine learning and petrophysical techniques For many years well logging and petrophysics datasets have remained
Discover 6 great python libraries that you can start using today with well log data One of the great things about Python is the vast number