the transformative impact of Kubernetes and the growth of the cloud native sector, the battle for market leadership in Kubernetes management is very competitive. In December 2020, open source technology now exceeding 102 million. Commercially, SUSE Rancher has extended its success in the enterprise market by maintaining double digit growth year on year. Its latest release, SUSE Rancher 2.6 is a showcase strengthened security posture. Following its merger with IBM in 2019, Red Hat continues to command market share. By leveraging their existing relationships with global enterprises, Red Hat has been successful

RandomFlip("horizontal"), layers.RandomRotation(0.1), ]) def augfn(image, label): image = tf.expand_dims(image, 0) # Introduce a batch dimension image = augs(image, training=True) # Apply augmentation conveys the information that the person is going to the market. A version of this example could be a native english speaker’s response, “I go market”, to an elementary level english speaker. Although the efficiencies. The key takeaway for the reader from this section is that augmentation techniques can help to expand the datasets to reduce or eliminate the need for expensive data collection in data scarce situations

2020 1. Company Snapshot • Powering Innovation With Leadership in Linux & Kubernetes • Market Facts • Target Market • Key Benefits of SUSE Rancher for MSPs • Program Benefits for MSPs • Success Stories consulting revenue for every ten dollars of software I sold. Source: IDC SUSE – Market Facts Copyright © SUSE 2021 6 Target Market Finance Information Technology Media and Entertainment Healthcare Government More than just subscriptions • FREE online training that helps MSPs get ahead • Compliant route to market for Service providers who work with end customers • Free test and dev codes for internal workloads

or mail filter Personalized tutoring Discover new knowledge from large databases (data mining) Market basket analysis (e.g. diapers and beer) Medical information mining (e.g. migraines to calcium channel September 6, 2023 26 / 57 Supervised Regression Problems Predict tomorrow’s stock market price given current market conditions and other possible side information Predict the age of a viewer watching

Data Technologies Automation? Challenges – Scale of Financial Information Companies Market Types Speed To Market Problematic Files/Input Accuracy Modified from https://upload.wikimedia.org/wiki

19分23秒 36%观测与预测全链路监控+高性能如何应对 … 流量增长 3倍嗯，还有用户体验 https://marketersmedia.com/global-user-experience-market- trends-2019-share-website-design-ux-demand-growth- opportunities-to-2025-industry-analysis-key-players-regional-

services by 2023 10+ mn SberPrime subscribers ~500+ bn RUB e-commerce GMV In financial services Market shares in Russia, % 32.2 42.3 23.5 44.9 Unlimited throughput Improved performance because

，独立数据库； • 服务和服务之间通过设计良好的API接口通信，不暴露具体的实 现细节； • 各服务不需要统一技术栈，不需要共享公共库和框架；微服务究竟带来什么好处 Ready for market faster：快速响应市场地变化 Mix of technologies：多技术栈混合使用； Scalability：可扩展性 Resiliency：可伸缩性 Agility：高效的团队协作，适合two-pizza

Cluster GCP Connection Proxy K8s API Server Connection Agent End-User Single-Pane of Glass Market- place & Service- Catalog Container Registry & Builder Stackdriver GCP Services Securing

surged by more than 300%. • Find all stocks trading above their 200-day moving average with a market cap greater than $5 Billion that have gained in price today by at least 2%, and are within 2% of