Role of Unified AI and ML in Cloud Technologies. Which Cloud Service Provider Better Supports Data Science?

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Watch full webinar here: https://bit.ly/3hpTRep AI and ML help automate many of the enterprise tasks. What role do they play in cloud technologies? And, different cloud service providers (CSP) claim AI and ML capabilities within their technologies. But which one has better support for data science? Does any one CSP provide better tools and automation for data scientists to perform their analysis with ease and speed? The Chief AI Architect from UST will elaborate on the differences between cloud technologies for supporting AI, ML, and data science. Do you have additional questions that you want answered on this subject? Then bring them on.

Données & analyses

Role of Unified AI and ML in Cloud
Technologies. Which Cloud Service
Provider Better Supports Data Science?
Adnan Masood, PhD.
Chief AI Architect, UST

Confidential and Proprietary. © 2021 UST 3
UST introduction
Vision
Fast facts
1999
Founded
26,000+
Americas, Europe,
Asia-Pacific
42
Geographic Focus
Operating Centers
Employees
Industries covered
• Financial Services • Retail and CPG
• Tech Media and Telco • Healthcare
• Manufacturing
• Logistics and Transportation
• Energy and Utilities
Digital leader focusing on tangible outcomes through
meaningful innovation
Transforming lives
Mission
Value adds
Vested in our clients’ success:
Commitment beyond contract, measuring our
success based on the tangible results we
achieve for our clients
Solutioning excellence:
Global network of partners, Innovation Centers and
CoEs that add meaningful value, creating and
deploying solutions that have direct business
impact
Talent and delivery excellence
Scaling at speed with hand picked right talent
and exceeding expectations in delivery with a
governance model to aim at before time delivery
Capabilities and solutions
Cybersecurity
IT strategy and execution
Customer experience
and agile
Data and
analytics
Innovation and
emerging solutions
Human-centered approach
based on empathy, followed
by digital design
Intelligent automation
Agile Transformation along
with distributed Prod Dev and
QA
Data Engineering Services
from Ingestion to
Consumption
Industry Experience with
Distributed Processing
systems like Spark
AI powered business use
cases in FS domain
Accelerated threat detection
and automated remediation
Alert enrichment and incident
prioritization, minimizing
false positives
Incident management bot for
autonomic healing
AI powered application analysis
and mapping tools
Tools to assess and optimize
efficiency
Methodology and tools for
Cloud Native rapid application
delivery
Accelerators, platforms and
digital product design for new
products/ services
Innovation Pods for rapid and
repeatable innovation
Emerging technologies (DLT,
QC, VR/AR) to address
business needs
35
Delivery Centers
7
Innovation Centers
UST
MultiCloud
Manager

4
Dr. Adnan Masood
Adnan Masood, Ph.D. - Chief AI Architect at UST.
visiting Scholar at Stanford University, and Microsoft Regional
Director, and MVP (Most Valuable Professional) for AI.
Confidential and Proprietary. © 2021 UST Global Inc

14
And the Oscar goes to ..
• If your data and compute resides in the cloud, it would make way more
sense to use the automated machine learning offered by that specific
cloud provider for all practical purposes. If you have a hybrid model, try to
keep your automated machine learning compute close to data you plan to
use, wherever it reside
• Generally speaking, cloud compute and storage resources for automated
machine learning can get expensive quickly , providing you are working
with large models and doing multiple simultaneous experiments. If you
have compute resources and data available in an on-prem scenario, that
could be an ideal playground without increasing your hyperscaler’s bill.
• This however comes with the responsibility of setting up the
infrastructure and do the setup for an on-prem toolkit. So if cost is not a
major concern and you want to quickly explore what automated machine
learning can do for you, cloud based toolkits would make an ideal
companion
• Your relationship with your cloud provider is important, you might be also
be able multi-service discounts.

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Unless otherwise specified, no part of this PDF file may be reproduced or utilized in any for or by any means, electronic or mechanical, including photocopying and microfilm,
without prior the written authorization from Denodo Technologies.

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Denodo

Watch full webinar here: https://buff.ly/3UXy0A2 It should be no surprise that Generative AI will have a profound impact to data management in years to come. Much like other areas of the technology sector, the opportunities presented by GenAI will accelerate our efforts around all aspects of data management, including self-service, automation, data governance and security. On the other hand, it is also becoming clearer that to unleash the true potential of AI assistants powered by GenAI, we need novel implementation strategies and a reimagined data architecture. This presents an exhilarating yet challenging future, demanding innovative thinking and methodologies in data management. Join us on this webinar to learn about: - The opportunities and challenges presented by GenAI today. - Exploiting GenAI to democratize data management. - How to augment GenAI applications with corporate data and knowledge. - How to get started.

What you need to know about Generative AI and Data Management?

Denodo

Watch full webinar here: https://buff.ly/48rpLQ3 Join us for an enlightening webinar, "Mastering Data Compliance in a Dynamic Business Landscape," presented by Denodo Technologies and W5 Consulting. This session is tailored for business leaders and decision-makers who are navigating the complexities of data compliance in an ever-evolving business environment. This webinar will focus on why data compliance is crucial for your business. Discover how to turn compliance into a competitive advantage, enhancing operational efficiency and market trust. We'll also address the risks of non-compliance, including financial penalties and the loss of customer trust, and provide strategies to proactively overcome these challenges. Key Takeaways: - How can your business leverage data management practices to stay agile and compliant in a rapidly changing regulatory landscape? - Keys to balancing data accessibility with security and privacy in today's data-driven environment. - What are the common pitfalls in achieving compliance with regulations like GDPR, CCPA, and HIPAA, and how can your business avoid them? We will go beyond the technical aspects and delve into how you can strategically position your organization in the realm of data management and compliance. Learn how to craft a data compliance strategy that aligns with your business goals, enhances operational efficiency, and builds stakeholder trust.

Mastering Data Compliance in a Dynamic Business Landscape

Denodo

Watch full webinar here: https://buff.ly/3OCQvGk In this session, Denodo Sales Engineer, Yik Chuan Tan, will guide you through the art of delivering a compelling demo of the Denodo Platform with Denodo Demo Lite. Watch to uncover the significant functionalities that set Denodo apart and learn how to effectively win over potential customers. In this session, we will cover: Understanding the Denodo Platform & Tailoring Your Demo to Prospect Needs: By gaining a comprehensive understanding of the Denodo Platform, its architecture, and how it addresses data management challenges, you can customize your demo to align with the specific needs and pain points of your prospects, including: - seamless data integration with real-time access - data security and governance - self-service data discovery - advanced analytics and reporting - performance optimization scalability and deployment Watch this Denodo demo session and acquire the skills and knowledge necessary to captivate your prospects. Whether you're a seasoned technical professional or new to the field, this session will equip you with the skills to deliver compelling demos that lead to successful conversions.

Denodo Partner Connect: Business Value Demo with Denodo Demo Lite

Denodo

Watch full webinar here: https://buff.ly/3wdI1il As organizations compete in new markets and new channels, business data requirements include new data platforms and applications. Migration to the cloud typically adds more distributed data when operations set up their own data platforms. This spreads important data across on-premises and cloud-based data platforms. As a result, data silos proliferate and become difficult to access, integrate, manage, and govern. Many organizations are using cloud data platforms to consolidate data, but distributed environments are unlikely to go away. Organizations need holistic data strategies for unifying distributed data environments to improve data access and data governance, optimize costs and performance, and take advantage of modern technologies as they arrive. This TDWI Expert Panel will focus on overcoming challenges with distributed data to maximize business value. Key topics this panel will address include: - Developing the right strategy for your use cases and workloads in distributed data environments, such as data fabrics, data virtualization, and data mesh - Deciding whether to consolidate data silos or bridge them with distributed data technologies - Enabling easier self-service access and analytics across a distributed data environment - Maximizing the value of data catalogs and other data intelligence technologies for distributed data environments - Monitoring and data observability for spotting problems and ensuring business satisfaction

Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...

Denodo

Watch full webinar here: https://buff.ly/3UE5K5l The ability to recognize and flag sensitive information within corporate datasets is essential for compliance with emerging privacy laws, for completing a privacy impact assessment (PIA) or data subject access request (DSAR), and also for cyber-insurance compliance. During this session, we will discuss data privacy laws, the challenges they present, and how they can be applied with modern tools. Join us for the session driven by Mark Rowan, CEO at Data Sentinel, and Bhavita Jaiswal, SE at Denodo, who will show how a data classification engine augments Data Catalog to support data governance and compliance objectives. Watch on-demand & Learn: - Changing landscape of data privacy laws and compliance requirements - How to create a data classification framework - How Data Sentinel classifies data and this can be integrated into Denodo - Using the enhanced data classifications via consuming tools such as Data Catalog and Power BI

Drive Data Privacy Regulatory Compliance

Denodo

Watch full webinar here: https://buff.ly/3OETC08 По данным аналитической компании Gartner, "к 2022 году 60% предприятий включат виртуализацию данных в качестве основного метода доставки данных в свою интеграционную архитектуру". Компания Gartner назвала Denodo лидером в Магическом квадранте 2020 года по инструментам интеграции данных. В ходе этого 1,5-часового занятия вы узнаете, как виртуализация данных революционизирует бизнес и ИТ-подход к доступу, доставке, потреблению, управлению и защите данных, независимо от возраста вашей технологии, формата данных или их местонахождения. Эта зрелая технология устраняет разрыв между ИТ и бизнес-пользователями и обеспечивает значительную экономию средств и времени. **ФОРМАТ Онлайн-семинар продолжительностью 1 час 30 минут. Благодаря записи вы можете выполнять упражнения в своем собственном темпе. **ДЛЯ КОГО ЭТОТ СЕМИНАР? ИТ-менеджеры / архитекторы Специалисты по анализу данных / аналитики CDO **СОДЕРЖАНИЕ В программе: введение в суть виртуализации данных, примеры использования, реальные примеры из практики клиентов и демонстрация возможностей платформы Denodo Platform: Интеграция и предоставление данных быстро и легко с помощью платформы Denodo Platform 8.0 Оптимизатор запросов Denodo предоставляет данные в режиме реального времени, по запросу, даже для очень больших наборов данных Выставлять данные в качестве "сервисов данных" для потребления различными пользователями и инструментами Каталог данных: Открывайте и документируйте данные с помощью нашего Каталога данных пространства для самостоятельного доступа к данным. Виртуализация данных играет ключевую роль в управлении и обеспечении безопасности данных в вашей организации **ПОВЕСТКА Введение в виртуализацию данных Примеры использования и примеры из практики клиентов Архитектура - Управление и безопасность Производительность Демо Следующие шаги: как самостоятельно протестировать и внедрить платформу Интерактивная сессия вопросов и ответов

Знакомство с виртуализацией данных для профессионалов в области данных

Denodo

Watch full webinar here: https://buff.ly/41Zf31D Despite recent and evolving technological advances, the vast amounts of data that exist in a typical enterprise is not always available to all stakeholders when they need it. In modern enterprises, there are broad sets of users, with varying levels of skill sets, who strive to make data-driven decisions daily but struggle to gain access to the data needed in a timely manner. Join our webinar to learn how to: - Unlock the Power of Your Data: Discover how data democratization can transform your organization by giving every user access to the data they need, when they need it. - Say 'Goodbye' to Data Fragmentation: Learn practical strategies to break down data silos and foster a more collaborative and efficient data environment. - Realize the Full Potential of Your Data: Hear success stories about industry leaders who have embraced data democratization and witnessed tangible results.

Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation

Denodo

Denodo Partner Connect - Technical Webinar - Ask Me Anything

Denodo

Watch full webinar here: https://buff.ly/3SnH5QY 2023 is coming to an end where organisations dependency on trusted, accurate, secure and contextual data only grows more challenging. The perpetual aspect in seeking new architectures, processes, organisational team structures to "get the business their data" and reduce the operating costs continues unabated. While confidence from the business in what "value" is being derived or "to be" delivered from these investments in data, is being heavily scrutinised. 2023 saw significant new releases from vendors, focusing on the Data Fabric. At this session we will look at these topics and key takeaways for 2023, including; - Data management and data integration market highlights for 2023 - Key achievements for Denodo in their journey as a leader in this market - A few case studies from Australian organisations in how they are delivering strategic business value through Denodo's Data Fabric platform and what they have been doing differently

Lunch and Learn ANZ: Key Takeaways for 2023!

Denodo

Watch full webinar here: https://buff.ly/3S4Y49o A little over a year ago, we would not have expected the disruptions caused by the rise of Generative AI. If 2023 was a groundbreaking year for AI, what will 2024 bring? More importantly, what can you do now to take advantage of these trends and ensure you are future-proof? For example: - Generative AI will become more powerful and user-friendly, enabling novel and realistic content creation and automation. - Data Architectures will need to adapt to feed these powerful new models. - Data ecosystems are moving to the cloud, but there is a growing need to maintain control of costs and optimize workloads better. Join us for a discussion on the most significant trends in the Data & AI space, and how you can prepare to ride this wave!

It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward

Denodo

Watch full webinar here: https://buff.ly/3O7rd2R Afin d’être conformes au RGPD, les entreprises ont besoin d'avoir une vue d'ensemble sur toutes leurs données et d'établir des contrôles de sécurité sur toute l'infrastructure. La virtualisation des données de Denodo permet de rassembler les multiples sources de données, de les rendre accessibles à partir d'une seule couche, et offre des capacités de monitoring pour surveiller les changements. Pour cela, Square IT Services a développé pour l’un de ses grands clients français prestigieux dans le secteur du luxe une interface utilisateur ergonomique qui lui permet de consulter les informations personnelles de ses clients, vérifier leur éligibilité à pratiquer leur droit à l'oubli, et de désactiver leurs différents canaux de notification. Elle dispose aussi d'une fonctionnalité d'audit qui permet de tracer l'historique des opérations effectuées, et lui permet donc de retrouver notamment la date à laquelle la personne a été anonymisée. L'ensemble des informations remontées au niveau de l'application sont récupérées à partir des APIs REST exposées par Denodo. Dans ce webinar, nous allons détailler l’ensemble des fonctionnalités de l’application DPO-Cockpit autour d’une démo, et expliquer à chaque étape le rôle central de Denodo pour réussir à simplifier la gestion du RGPD tout en étant compliant. Les points clés abordés: - Contexte client face aux enjeux du RGPD - Défis et challenges rencontrés - Options et choix retenu (Denodo) - Démarche: architecture de la solution proposée - Démo de l'outil: fonctionnalités principales

Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...

Denodo

Watch full webinar here: https://buff.ly/48zzN2h In an increasingly distributed and complex data landscape, it is becoming increasingly difficult to govern and secure data effectively throughout the enterprise. Whether it be securing data across different repositories or monitoring access across different business units, the proliferation of data technologies and repositories across both on-premises and in the cloud is making the task unattainable. The challenge is only made greater by the ongoing pressure to offer self-service data access to business users. Tune in and learn: - How to use a logical data fabric to build an enterprise-wide data access role model. - Centralise security when data is spread across multiple systems residing both on-premises and in the cloud. - Control and audit data access across different regions.

Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...

Denodo

Watch full webinar here: https://buff.ly/4aAi0cS Organizations continue to collect mounds of data and it is spread over different locations and in different formats. The challenge is navigating the vastness and complexity of the modern data ecosystem to find the right data to suit your specific business purpose. Data is an important corporate asset and it needs to be leveraged but also protected. By adopting an alternate approach to data management and adapting a logical data architecture, data can be democratized while providing centralized control within a distributed data landscape. The web-based Data Catalog tool acts as a single access point for secure enterprise-wide data access and governance. This corporate data marketplace provides visibility into your data ecosystem and allows data to be shared without compromising data security policies. Catch this live webinar to understand how this approach can transform how you leverage data across the business: - Empower the knowledge worker with data and increase productivity - Promote data accuracy and trust to encourage re-use of important data assets - Apply consistent security and governance policies across the enterprise data landscape

How to Build Your Data Marketplace with Data Virtualization?

Denodo

Watch full webinar here: https://buff.ly/3vhzqL5 Join our exclusive webinar series designed to empower credit unions with transformative insights into the untapped potential of data. Explore how data can be a strategic asset, enabling credit unions to overcome challenges and foster substantial growth. This webinar will delve into how data can serve as a catalyst for addressing key challenges faced by credit unions, propelling them towards a future of enhanced efficiency and growth.

Webinar #2 - Transforming Challenges into Opportunities for Credit Unions

Denodo

Watch full webinar here: https://buff.ly/48A4Yu1 Data catalogs are increasingly important in any modern data-driven organization. They are essential to manage and make the most of the huge amount of data that any organization uses. As this information is continuously growing in size and complexity, data catalogs are key to providing Data Discovery, Data Governance, and Data Lineage capabilities. Join us for the session driven by David Fernandez, Senior Technical Account Manager at Denodo, to review the latest features aimed at improving the usability of the Denodo Data Catalog. Watch on-demand & Learn: - Enhanced search capabilities using multiple terms. - How to create workflows to manage internal requests. - How to leverage the AI capabilities of Data Catalog to generate SQL queries from natural language.

Enabling Data Catalog users with advanced usability

Denodo

Watch full webinar here: https://buff.ly/3vjrn0s The purpose of the Denodo Platform 8.0 Certified Architect Associate (DEN80EDUCAA) exam is to provide organizations that use Denodo Platform 8.0 with a means of identifying suitably qualified data architects who understand the role and position of the Denodo Platform within their broader information architecture. This exam covers the following technical topics and subject areas: - Denodo Platform functionality, including - Governance and metadata management - Security - Performance optimization - Caching - Defining Denodo Platform use scenarios Along with some sample questions, a Denodo Sales Engineer will help you prepare for exam topics and ace the exam. Join us now to start your journey toward becoming a Certified Denodo Architect Associate!

Denodo Partner Connect: Technical Webinar - Architect Associate Certification...

Denodo

Watch full webinar here: https://buff.ly/3NLMSNM El Generative AI y los Large Language Models (LLMs), encabezados por GPT de OpenAI, han supuesto la mayor revolución en el mundo de la computación de los últimos años. Pero ¿Cómo afectan realmente a la gestión de datos? ¿Reemplazarán los LLMs al profesional de la gestion de datos? ¿Cuánto hay de mito y cuánto de realidad? En esta sesión revisaremos: - Que es la Generative AI y por qué es importante para la gestión de datos - Presente y futuro de aplicación de genAI en el mundo de los datos - Cómo preparar tu organización para la adopción de genAI

GenAI y el futuro de la gestión de datos: mitos y realidades

Denodo

Plus de Denodo (20)

Enterprise Monitoring and Auditing in Denodo

Lunch and Learn ANZ: Mastering Cloud Data Cost Control: A FinOps Approach

Achieving Self-Service Analytics with a Governed Data Services Layer

What you need to know about Generative AI and Data Management?

Mastering Data Compliance in a Dynamic Business Landscape

Denodo Partner Connect: Business Value Demo with Denodo Demo Lite

Expert Panel: Overcoming Challenges with Distributed Data to Maximize Busines...

Drive Data Privacy Regulatory Compliance

Знакомство с виртуализацией данных для профессионалов в области данных

Data Democratization: A Secret Sauce to Say Goodbye to Data Fragmentation

Denodo Partner Connect - Technical Webinar - Ask Me Anything

Lunch and Learn ANZ: Key Takeaways for 2023!

It’s a Wrap! 2023 – A Groundbreaking Year for AI and The Way Forward

Quels sont les facteurs-clés de succès pour appliquer au mieux le RGPD à votr...

Lunch and Learn ANZ: Achieving Self-Service Analytics with a Governed Data Se...

How to Build Your Data Marketplace with Data Virtualization?

Webinar #2 - Transforming Challenges into Opportunities for Credit Unions

Enabling Data Catalog users with advanced usability

Denodo Partner Connect: Technical Webinar - Architect Associate Certification...

GenAI y el futuro de la gestión de datos: mitos y realidades

Dernier

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Elaine Werffeli

This project demonstrates a machine learning approach to detecting credit card fraud using advanced algorithms and techniques. The project utilizes a dataset containing various features such as transaction amount, merchant location, time of transaction, and others to build a predictive model. The presentation covers data preprocessing steps, feature engineering techniques, and the selection of machine learning algorithms such as logistic regression or random forest. It also discusses model evaluation metrics and the importance of fraud detection in financial institutions for safeguarding against fraudulent activities. Visit: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

Detecting Credit Card Fraud: A Machine Learning Approach

Boston Institute of Analytics

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