The demand for AI/ML models and solutions keeps rising in the digital era. AI/ML models are infused into an entire digital transformation journey, from backend operation to front-end experience. Data is the key to making a successful AI/ML model. But how do we start? I will share how to perform Exploratory Data Analysis (EDA) with Python to explore and analyze the data, and prepare the fuel for AI/ML models training.
AlviStack is a Hong Kong based Kubernetes distribution, passing CNCF Kubernetes Conformance Test, and now submitting as CNCF sandbox project. This workshop will share about how AlviStack works, a quick demo with Kubernetes deployment, and some on going public contribution roadmap.
Crypto.com was founded in 2016 on a simple belief: it's a basic human right for everyone to control their money, data and identity. With over 10 million users on its platform today, Crypto.com provides a powerful alternative to traditional financial services, turning its vision of "cryptocurrency in every wallet" into reality, one customer at a time. Crypto.com is built on a solid foundation of security, privacy and compliance and is the first cryptocurrency company in the world to have CCSS Level 3, ISO27001:2013 and PCI: DSS 3.2.1, Level 1 compliance.
Delta Lake 是一個開源項目，可以在現有存儲系統（例如 ADLS 和 HDFS）之上構建 Lakehouse 架構，並與 Apache Spark API 完全兼容。 Delta Lake 為您的數據湖帶來 ACID 規範。它提供數據快照，使開發人員能夠查找和恢復到早期版本的數據以進行審計、數據恢復或實驗。實時數據提取、批量數據整合和交互式查詢都能夠開箱即用。Mike Chan 將為我們介紹 Delta Lake 的好處和最近的使用體驗，讓大家能充份發揮不同數據的潛能。
Data & AI Cloud Solution Architect, Microsoft Hong Kong
In this session, I will briefly introduce about ChatOps concept and demo a real scenario of triggering a playbook with a chatbot.
And I will show how to set up a chat server and deal with the chats tasks in an intranet environment.
Hazel Shen is one of the Solution Architects in Red Hat Taiwan. She has backend development experience, several years in Chatbot development and she has been one of the COSCUP speakers in 2019. Also, Hazel is a volunteer of Cloud-Native Taiwan User Group for sharing Cloud-Native projects and tools. With these experiences, Hazel provides various solutions covering automation process design and integration, containers development practices to customers.