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Inside AI and Ethics: Bias, Governance and Operations

Companies are leveraging data and artificial intelligence to create scalable solutions — but they’re also scaling their reputational, regulatory, and legal risks. The city of Los Angeles is suing IBM for allegedly misappropriating data it collected with its ubiquitous weather app; Optum is being investigated by regulators for creating an algorithm that allegedly recommended that doctors and nurses pay more attention to white patients than to sicker Black patients; and Goldman Sachs is being investigated by regulators for using an AI algorithm that allegedly discriminated against women by granting larger credit limits to men than women on their Apple cards.

In episode 6 of AI: The Future of Business, host Ramesh Dontha and guest experts dive deep into ethics and bias in AI solutions.

What you’ll learn:

- How to build organizational awareness for ethical AI
- What AI governance framework is required
- What you can do about historical bias in the data itself
- How to operationalize Data and AI Ethics
- And more


Hosted by Ramesh Dontha - Digital Transformation Pro

Guests:

- Dr Fiona Browne - Head of AI at Datactics
- Fion Lee-Madan - Co-Founder and COO at Fairly AI
- Cortnie Abercrombie - CEO & Founder, AI Truth
Recorded Mar 9 2021 61 mins
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Presented by
Ramesh Dontha | Dr Fiona Browne - Datactics | Fion Lee-Madan - Fairly AI | Cortnie Abercrombie - AI Truth
Presentation preview: Inside AI and Ethics: Bias, Governance and Operations

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  • Exploring Real-World AI: Solutions You Can Implement Today Jun 29 2021 4:00 pm UTC 60 mins
    Ramesh Dontha - Digital Transformation Pro and Guests
    Too many AI discussions get centred around theories and predictions of the future. In episode 9 of AI: The Future of Business we’re changing that, and exploring real-world AI - specifically, use cases and solutions that are on the market today that businesses can take advantage of.

    Join host Ramesh Dontha and guests as they explore AI-powered tools and technologies that can transform your business and your bottom line.

    They’ll be discussing:


    - AI-based recommendation engines that boost CTR, conversion rates, and your overall revenue
    - Benefits of Chatbots and other customer facing service options
    - AI and Business Process Automation
    - How AI can transform your user behaviour prediction
    - The benefits of AI-fuelled anomaly detection - a must-have in 2021
    - Using AI to streamline and speed up data anonymization
    - The rewards business can reap with AI-powered text generation and Natural Language Generation solutions
  • AI and Cloud Computing - A Match Made In Heaven May 25 2021 4:00 pm UTC 60 mins
    Ramesh Dontha - Digital Transformation Pro | Grant Shirk - VP, Product Marketing at Sisu Data and more
    AI has been a hot topic for quite some time now, with much debate around how AI can transform certain industries and solve challenges. But one topic that hasn’t been as closely addressed is how AI is transforming technology - particularly, Cloud computing.

    In episode 8 of AI: The Future of Business, we’re asking what AI means for the Cloud and vice versa, and how businesses can take advantage of their integration.

    Join us to hear:

    - How AI is transforming Cloud computing
    - How Cloud is accelerating AI adoption
    - Which leading industries are driving AI in the Cloud
    - Leading use cases for AI in the cloud
    - Pros and cons of Cloud computing for AI
    - Best practices for utilising AI in the cloud
  • How to Build An AI Solution: Processes and Workflows Apr 20 2021 4:00 pm UTC 60 mins
    Ramesh Dontha, Digital Transformation Pro | Christopher Bergh, DataKitchen | Amit Bhattacharyya, Vox Media
    There is much well-deserved hype around how AI can transform businesses from the inside out. But many organizations are finding that building an AI solution that is ethical, secure and really drives success is not straightforward.

    In episode 7 of AI: The Future of Business, it’s time to get practical. Join Ramesh Dontha, founder of Digital Transformation Pro and special guests as they share essential knowledge on how AI processes and workflows.

    They’ll be discussing:

    - How to effectively identify the business problem you want AI to solve
    - Why it’s essential businesses conduct a feasibility study
    - How to get started with ideation, data discovery, data audit and preparation
    - What’s behind a successful AI Proof of Concept
    - What’s in a project workflow - from data preparation, algorithm selection, model and benchmark development to product launch

    Host and Panellists:
    Ramesh Dontha, Host and Digital Transformation Pro
    Christopher Bergh - CEO & Head Chef, DataKitchen
    Amit Bhattacharyya, Head of Data Science, Vox Media and Lecturer at UC Berkeley
  • Inside AI and Ethics: Bias, Governance and Operations Recorded: Mar 9 2021 61 mins
    Ramesh Dontha | Dr Fiona Browne - Datactics | Fion Lee-Madan - Fairly AI | Cortnie Abercrombie - AI Truth
    Companies are leveraging data and artificial intelligence to create scalable solutions — but they’re also scaling their reputational, regulatory, and legal risks. The city of Los Angeles is suing IBM for allegedly misappropriating data it collected with its ubiquitous weather app; Optum is being investigated by regulators for creating an algorithm that allegedly recommended that doctors and nurses pay more attention to white patients than to sicker Black patients; and Goldman Sachs is being investigated by regulators for using an AI algorithm that allegedly discriminated against women by granting larger credit limits to men than women on their Apple cards.

    In episode 6 of AI: The Future of Business, host Ramesh Dontha and guest experts dive deep into ethics and bias in AI solutions.

    What you’ll learn:

    - How to build organizational awareness for ethical AI
    - What AI governance framework is required
    - What you can do about historical bias in the data itself
    - How to operationalize Data and AI Ethics
    - And more


    Hosted by Ramesh Dontha - Digital Transformation Pro

    Guests:

    - Dr Fiona Browne - Head of AI at Datactics
    - Fion Lee-Madan - Co-Founder and COO at Fairly AI
    - Cortnie Abercrombie - CEO & Founder, AI Truth
  • Infrastructure for AI: Flexibility, Cost and Adaptability Recorded: Feb 9 2021 64 mins
    Ramesh Dontha - Digital Transformation Pro | Dan Waters - Artificial Intelligence at Samsung | Jérémie Farret - Inmind
    As Artificial Intelligence (AI) moves from experimentation to wider adoption, organizations increasingly need to make decisions on computing, storage, and networking infrastructure. These infrastructure decisions heavily depend on skill set, costs, and the degrees of adoption - and businesses have to adapt and be flexible.

    Join us for episode 4 of AI: The Future of Business, where host Ramesh Dontha and guests explore how businesses can explore AI infrastructure considerations in an agile, forward-thinking and adaptable manner.


    They’ll be discussing:
    - What infrastructure is required for AI as substantial amounts of data keeping ratcheting up
    - How cloud technologies - particularly hybrid cloud solutions - are and will be the foundation of AI
    - Essential Make Vs. Buy decisions to ensure cost levels remain competitive
    - And more

    Guests:
    - Dan Waters - Director of Business Development, Artificial Intelligence at Samsung SDS Americas
    - Jérémie Farret - Vice President, Advanced Analytics & Artificial Intelligence at Inmind
  • Exploring AI-Powered Digital Transformation Recorded: Jan 12 2021 61 mins
    Ramesh Dontha | Gowri Selka - Volantsys Analytics | Steven Heinsius - Cisco | Stephen Sklarew - Synaptiq
    The past decade saw Digital Transformation projects unfold on a near global scale, changing the way organizations do business and re-inventing industries from banking to retail. Yet there has been one aspect of Digital Transformation that perhaps hasn’t had the time in the spotlight it deserves towards the end of the previous decade: Artificial Intelligence. A study by Infosys found that ‘98 percent of respondents who had leveraged AI for their digital transformation reported that it helped generate additional revenue for their organisations,’ and another study by Forrester found that ‘71 percent of respondents reported that AI can improve business efficiency while 59 percent said that it can improve scalability.’

    Digital Transformation projects are an on-going initiative and in a world of technological advancement are never truly completed, so in episode 4 of ‘AI: The Future of Business’ we’re going to take a look at how AI technologies can be applied to the on-going process of Digital Transformation.

    We’ll be looking at:
    - Why, in the context of DX, it’s crucial to start with the business need AI can solve, not the technology itself
    -How AI can transform service delivery in numerous sectors - include legal and healthcare
    - How AI can catalyse your DX journey and revolutionise your customer experience with predictive intelligence and real-time segmentation for more effective CRM and marketing campaigns
    - And more

    Host:
    Ramesh Dontha - Digital Transformation Pro

    Guests:
    - Gowri Selka - CEO, Volantsys Analytics Inc
    - Steven Heinsius - Regional Sales Manager - Cisco
    - Stephen Sklarew, CEO of Synaptiq
  • AI+Analytics: Expanding Insights; Delivering Solutions Recorded: Dec 8 2020 61 mins
    Ramesh Dontha | Jérémie Farret | David Yakobovitch | Amit Bhattacharyya
    One of AI’s most compelling business use cases has always been its potential for effortlessly analyzing massive volumes of information and enhancing insights by revealing correlations buried in seemingly unrelated data. Unsurprisingly, AI has been readily adopted into the big data and analytics ecosystem, and even rates high enough on the hype meter to secure its own track (‘AI, Data Science and Machine Learning: The Future Starts Now’) at Gartner’s annual ‘Data & Analytics Summit.’

    In episode two of “AI: The Future of Business,” we covered some of the more compelling business use cases that AI has made possible. In this episode, Ramesh Dontha and a panel of industry experts will discuss how AI and analytics have become two inseparable forces, poised to provide businesses with the data insights they need to thrive in an increasingly competitive marketplace.

    You’ll learn:
    - How AI-powered predictive and prescriptive analytics are capable of analyzing data to foresee outcomes and provide actionable solutions
    - How augmented analytics is streamlining the analytics process through more intuitive data management, preparation and discover
    - How cognitive analytics uses human thought/learning patterns to dissect complex data and reveal deeper context that businesses can benefit from
    - And more!

    Host and Panelists:
    - Amit Bhattacharyya - Head of Data Science at Vox Media and Lecturer at UC Berkeley
    - Jérémie Farret, Vice President - Advanced Analytics & Artificial Intelligence (3AI) at Inmind Technologies
    - David Yakobovitch, Sr. Manager, Education Delivery Specialist - SingleStore
    - Ramesh Dontha - Host and Digital Transformation Executive
  • Applying AI: Real-World Use Cases; Unbelievable Results Recorded: Nov 10 2020 64 mins
    Ramesh Dontha | Benjamin Wesson - Espressive | David Talby - John Snow Labs | Dale Hitt - AV8.AI
    Terms such as ‘artificial intelligence,’ ‘machine learning,’ ‘deep learning,’ ‘natural language processing’ and ‘computer vision,’ can often sound like buzzwords when they aren’t accompanied by concrete references to the real-world value these technologies are capable of providing.

    In episode one of “AI: The Future of Business,” we outlined the distinctions among these terms, arriving at a better understanding of the spectrum of artificial intelligence and its pattern of evolution. In this episode, Ramesh Dontha and a panel of industry experts will discuss how businesses are deriving real value from AI technology through some of its most popular applications and transformative use cases.

    You’ll discover:
    - How AI tools and solutions can help organizations become more efficient, less siloed and increasingly collaborative
    - How AI technology can automate repetitive tasks, reduce manual processes and increase productivity
    - How cognitive AI can reveal business insights, improve customer interactions and assist in the decision-making process
    - And more!
  • Understanding AI for Business: Transformative Technology, Simplified Recorded: Oct 6 2020 59 mins
    Ramesh Dontha, Paul Kowalczyk, Jérémie Farret, David Yakobovitch
    AI and machine learning, while once considered largely experimental technologies, have quickly matured to become a transformative influence on business strategy across a growing list of industries and sectors.

    Companies seeking a competitive advantage and differentiation from other providers have come to understand the value that AI-powered tools have to offer. However, some are still struggling to understand the full scope of this still-new and constantly evolving technology.

    Join host Ramesh Dontha and a panel of industry experts for episode one of ‘AI: The Future of Business,” as they shed light on these technologies and foster a deeper understanding of their unique differences and benefits.

    You’ll come away with:
    - A general understanding of the distinctions among terms like ‘artificial intelligence,’ ‘machine learning,’ ‘deep learning,’ ‘natural language processing’ and ‘computer vision’
    - A better take on how these technologies have become uniquely useful for addressing business needs
    - A thoughtful discussion of the future of AI technology for business, where it’s headed, and what we can expect in terms of commercial AI solutions
    - And more!

    Moderator: Ramesh Dontha, Managing Partner, Digital Transformation Pro
    Panelist: Paul Kowalczyk , Senior Data Scientist, Solvay
    Panelist: Jérémie Farret, Vice President - Advanced Analytics & Artificial Intelligence (3AI) at Inmind Technologies
    Panelist: David Yakobovitch, Data Science Team Lead, Galvanize
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  • Title: Inside AI and Ethics: Bias, Governance and Operations
  • Live at: Mar 9 2021 5:00 pm
  • Presented by: Ramesh Dontha | Dr Fiona Browne - Datactics | Fion Lee-Madan - Fairly AI | Cortnie Abercrombie - AI Truth
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