A Live Webinar featuring, Brian Russell, GeoSoftware, Calgary
Duration/Format: 4 half-day interactive webinar sessions, September 9th to 12th, 9:00 am to 1:00 pm Central Time (Houston, USA)
If you are new to the GSH Website, you will need to create a login ID to register and participate, thank you.
This Course promises to be the most comprehensive and yet tutorial that's available in this ever-expanding field.
| Course Outline: |
|
| Part 1: Introduction |
Part 8: Kernel Regression & Its Application to |
| Part 2: Linear Regression |
Seismic Reservoir Analysis |
| Part 3: Gradient Descent |
Part 9: Inversion Versus Machine Learning |
| Part 4: Linear Classification |
Part 10: Kernel Classification & Its Application |
| Part 5: The Single-Layer Perceptron & |
To Seismic Reservoir Analysis |
| The Pereceptron Learning Rule |
Part 11: Unsupervised Learning |
| Part 6: Multi-layer Neural Networks & |
Part 12: Convolution Neural Networks |
| Back Propagation |
Part 13: Other Machine Learning Methods |
| Part 7: Deep Learning |
Conclusions and References |
It is our intention to provide you with all the necessary tools to enable you to build an ML/AL program for your own use, a company need, or perhaps an application for a client. Later, we will provide a course in Python coding toward that goal. Stay tuned.
Speaker Biography: Brian Russell
Brian joined Chevron Standard as an exploration geophysicist in Calgary 1975 and worked for Chevron Geophysical in Houston, and Teknica and Veritas in Calgary before co-founding Hampson-Russell Software with Dan Hampson in 1987. Hampson-Russell is now a subsidiary of GeoSoftware in Calgary, where Brian is Vice President. He is a Past-President of both the CSEG and SEG and has received Honorary Membership from both societies, as well as the Cecil Green Enterprise Award from SEG and the CSEG Medal. He was also awarded Honorary Membership from the Geophysical Society of Houston (GSH). Brian holds a B.Sc. from the University of Saskatchewan, a M.Sc. from Durham University, U.K., and a Ph.D. from the University of Calgary, all in geophysics. He is an Adjunct Professor in the Department of Earth, Energy, and Environment at the University of Calgary and affiliated with the CREWES Consortium.
Additional Learning Aids & Consideration
- All sessions recorded and available each day for review (in case you miss a session or more).
- Copies of all slides provided before the course
- 1.6 CEU's are awarded
Webinar Pricing
|
Per Person
|
Individual Registration
|
$390 |
Company/Group 2-10
|
$325 |
Company/Group 11+
|
$295 |
Individual Student
|
$100 |
Student Group
|
$60 |