1 INTRODUCTION

2 A VERY BRIEF HISTORICAL OVERVIEW - OR WHAT WE ARE NOT COVERING IN THIS REVIEW

3 DEEP LEARNING FOR COMPUTER VISION TASKS IN ASTRONOMY

4 DEEP LEARNING FOR INFERRING PHYSICAL PROPERTIES OF GALAXIES

5 DEEP LEARNING FOR DISCOVERY

6 DEEP LEARNING FOR COSMOLOGY

7 FINAL THOUGHTS: ASSESSING THE PRESENT AND FUTURE OF DEEP LEARNING FOR GALAXY SURVEYS

8 SUMMARY