Deep Learning and machine learning have proved their ability to recognize and mitigate cloud security problems. Even with so many scholarly articles, this line of research has seen a review dataset that has yet to be completed the number Finally, we present the most up-to-date progress and research on applying deep Learning and machine learning to cloud computing security. We outline in detail the current most popular methods for cloud computing security solutions. Deep Learning and machine learning to handle tasks like anomaly detection, security automation, and development-level technologies will play critical roles in future security endeavours.