Short Course

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Machine Learning and Artificial Intelligence for Geoscience

Course offered by ACGGP

Saturday, 23 April – Sunday, 24 April 2022, 8:00 a.m.–6:00 p.m. | Cartagena, Colombia

Who Should Attend

Students and Professionals dedicated to the Geology, Geophysics, Petroleum Engineering, and Mineral Resource Exploration sectors, interested in strengthening knowledge in Python programming, as well as knowing the basic principles in Artificial Intelligence (Machine Learning and Deep Learning).

Objectives

Machine Learning and Artificial Intelligence for Geoscience course aims for the participants to acquire the theoretical and practical knowledge to apply the concepts of Machine Learning and Deep Learning in the field of geosciences.

The course establishes the theoretical concepts of the main algorithms in Machine Learning. The course is fully interactive, and the participant will develop their own algorithms which can use on their professional daily routine. Each section will cover a real practical exercise.

Course Content

Machine Learning

Supervised vs. Unsupervised Classification
KNN
SVM
Clustering
K- Means
Decision Trees
Dimension Reduction
Principal Component Analysis (PCA)

Deep Learning in Geoscience

Programming a Neural Network (step by step)
Application of Neural Networks for:
- Facies prediction
- Missing Well logs
- Production forecast of an oil well

Fees

Pricing:: $300 Professionals; $80 Students
Room Assignment:: Cartagena Convention Center, 3rd Floor Classrooms
Limit:: 40 People (Limit 5 Students)

Venue

Machine Learning and Artificial Intelligence for Geoscience

Centro de Convenciones de Cartagena de Indias

Getsemaní, Cra 8

Cartagena, Bolívar

Colombia

+57 5 6544000

Website Map

Instructor

Roderick Perez Altamar 2022-2022 Senior Expert Geoscientist, OMV, Austria

Profile

Short course block

Important Notes Regarding Short Courses

Short courses are limited in size and are reserved on a first-come, first-served basis and must be accompanied by a full payment.
If you do not plan on attending the conference, a US $30 enrollment fee will be added to the short course fee. This fee may be applied toward registration if you decide to attend the conference at a later date.
A wait list is automatically created if a short course sells out. AAPG will notify you if space becomes available.
Before purchasing non-refundable airline tickets, confirm that the course will take place, as courses may be cancelled if undersubscribed.
Please register well before the deadline of 5 August 2024. Short course cancellations due to low enrollment will be considered at this time. No refunds will be allowed on short courses after 5 August 2024
We will continue to take registrations for short courses not cancelled until they are either sold out or closed.
Courses will be held in the Oman Convention and Exhibition Centre unless otherwise indicated. Participants will be advised via email of the specific location approximately two weeks prior to the course.

Cancellation Policy

Cancellations can be made by contacting ICE Registration on or before 5 August via email at [email protected]
Cancellations received on or before 5 August will receive a refund LESS a US $75 processing fee.
Refunds will not be issued after 5 August or for “no shows.”
You may substitute one participant for another.