Fred Simon on MLOps

ML & AI Engineering Problem Solving: An Enterprise Case Study- Fred Simon, Matan Mashiah Creating a validated and secured Data Science and Model Training for an Enterprise is a challenge that many of us face. In this talk, we will discuss how JFrog applied our sense of good DevOps practices, to automate these AI and ML processes, from ideation and into deployment and production. We will explore: Model-based Reasoning and Predictive Modeling, with a usable presentation of explainability data for the end-user Working with Time Series Data Algorithms - our comparative study (LSTM, Facebook Prophet, Holt winters) Explore the future of AI & ML for the Enterprise SUBSCRIBE: https://bit.ly/SubscribeMagnimind JOIN OUR SLACK COMMUNITY: https://join.slack.com/t/datasciencel... Magnimind Academy TV Presents - March 2021 About Magnimind Academy -------------------------------------------- Magnimind helps people to experience a career change or improve developer skills with its enthusiastic team and 10+ years of experienced lecturers. We organize regular courses, weekly boot camps and daily meet-ups to transfer the knowledge. We select promising applicants from our wide range of admissions and try to help them as much as possible not only in the education process but also after finishing the program to find the best jobs with that knowledge. As Magnimind team, we believe the power of integrity with the information age. In that way, we are trying to become a source code for people to excel in their endeavors. Magnimind's Mission: We create opportunities for people to comply with the technology and help them to improve that technology for the good of the World. Our main motivation is to serve for the good and educate people in the direction of leading innovation. We provide chances for people to adjust what is new or create new things with knowledge. In that way, we are helping our participants to build their future, rewire their mindset and provide a chance to change the way they live. Our enthusiastic team believes in the power of change and innovation. Magnimind's Vision: We are serving with the purpose of creating a different World that is wiser, and open to innovation. We believe the World will be a better place with the help of science and belief of human beings that they can achieve everything with the intention of serving for the good. We serve the lovers of Data Science - Machine Learning - Deep Learning - Artificial Intelligence - Python - Natural Language Processing - Data Analysis. Follow Magnimind Academy --------------------------------------------- https://magnimindacademy.com/   / magnimind-academy     / magniminda     / magnimindacademy     / magniminda   https://www.flickr.com/photos/1701650...   / magnimindacademy     / magniminda     / magniminda   https://www.quora.com/profile/Magnimi...   / magnimind   https://join.slack.com/t/datasciencel... https://bit.ly/SubscribeMagnimind #machinelearning #AI #datascience #magnimindacademy #online