????????????????????????- ??????????????????????Unlocking the Power of MLOps ?? & Side-by-Side Testing with exploring AI Revolution in Text to Video??

????????????????????????- ??????????????????????Unlocking the Power of MLOps ?? & Side-by-Side Testing with exploring AI Revolution in Text to Video??

The 13th ??????????????? of my Newsletter ???????????????????? ???? ???????????????? is out which dive into the healthcare sector, exploring the convergence of MLOps and DevOps for innovation. ?? Side-by-Side Testing vs. A/B Testing reveals game-changing approaches across industries. Unveil the power of Side-by-Side Testing in healthcare IT, ensuring precision and efficiency. ?? Navigating Challenges in Healthcare AI Implementation emphasizes bridging the gap between research and deployment.

??Explore the intricate web of regulations in Integrating AI with Healthcare - a responsibility and game-changer. ?? Ride the wave of AI integration in healthcare,. ?? The Intersection of Healthcare AI Insights discusses overcoming interoperability challenges with meticulous engineering strategies. Navigating Regulations and Compliance unwraps the responsibility in AI innovation.

??Lastly, the Text-to-Video Models - Open AI SORA vs. Google Lumiere details the latest breakthroughs transforming the healthcare AI landscape. Learn about the transformative text-to-video capabilities shaping the future. ?

??Kindly go through below each topics to get holistic view and understand at broader prospective??


???????????????????? ?????? ???? ???????????????????? ???????? ??????????: ???????????????????????? ????????????????????! ?? Remember that feeling of excitement when you first built your AI model??But then reality hit...deployment, monitoring, updates... The struggle is real!! ?????? ???????? ??????, ?????? ??????????'?? ?? ???????? ???? ???????? ??????????: #??????????MLOps - ?????????????? ???????????????? ??????????????????s, It's the bridge between data science and production, ensuring seamless integration and deployment of machine learning models. Think of it as the conductor orchestrating a symphony of algorithms, data, and operations. To read more? about it please click here

???????????? ????. ????????????: ???????????????????? ???? ?????? ?????????? ???? ???????????????????? In the fast-evolving landscape of healthcare AI, the convergence of MLOps and DevOps is creating waves of innovation. While both have their own strengths, the real magic lies in their harmonious collaboration! ?Let's unravel the synergies and differences through a compelling healthcare use case. . To read more? about it please click here

????????????????????????????- ??????- ????????????????- ????- ???????????????????? - ???? ???????????? ???????? ???????? ?????????? ???????????????????????????? The potential for healthcare AI is immense, but putting groundbreaking research into practice requires far more than clever algorithms It's time to bridge the gap between data science and deployment with MLOps!. To read more? about it please click here

?

??????????-????-???????? ?????????????? & ???????????????????????????? ???????????? ????????????????????:???????????????? ????????????????????! ??? Side-by-side testing of IT across industries and domain functions can be a valuable approach for evaluating and comparing different systems or solutions. Today, let's dive into the realm of #sidebyside #testing & Implementation, a game-changer across diverse industries! ????????-????-???????? testing involves running two or more systems or solutions under the same conditions, using the same data and workflows, to compare their performance, functionality, and suitability for a specific task or process. ?To read more? about it please click here

???????????????????? ?????? ?????????? ???? ????????-????-???????? ?????????????? & ???????????????? ???????????????????????????? ???? ???????????????????? ????!In a rapidly evolving industry like healthcare, precision and efficiency are non-negotiable. That's where Side-by-Side Testing steps in, allowing us to seamlessly integrate innovative solutions with existing systems. Let's dive into the world of #HealthcareIT and explore the power of side-by-side testing with various use cases & impact on various sector of Healthcare! To read more? about it please click here

???????????????????? ???????????????????? ???? ???????????????? ?? ????????-????-???????? ???? ??/?? ??????????????! Ever wondered how healthcare IT solutions undergo rigorous testing to ensure seamless functionality and user satisfaction? Lets dive with me into the dynamic world of #HealthcareIT as we explore the various aspects of Side-by-Side vs A/B Testing!. To read more? about it please click here


?????????????????????? ???????????????????? ???? ???????????????????? : ?????? ?????????? ???? ?????? ???????? ???? ???? ???????????????????? ?? ?? Healthcare is evolving, and AI is at the forefront of this transformation. However, navigating the challenges is crucial for successful implementation. Lets explore the latest hurdles and pave the way for transformative #HealthcareAI solutions! . To read more? about it please click here

???????? ???????????????????????????????? ??????????????????: ???????????????? ???????? ???? ???????????????????? ???? ???????? ?????????????????????? ???????????????????? ??In a world where collaboration is key, Healthcare AI faces the challenge of interoperability ,In the realm of Healthcare AI, interoperability is not just a feature; it's the architecture that enables seamless data exchange and collaboration among diverse systems. Achieving this synergy demands a meticulous approach. lets dive into the various engineering strategies to overcome the challenge. To read more? about it please click here

?????????????????? ???????????????? ???? ???????????????????? ????:???????????????????? ?????????????????????? ?????? ???????????????????? ???????? ????????????????! ?? ?? As we ride the wave of technological innovation in #healthcare, the integration of #AI has undoubtedly been a game-changer. However, with great innovation comes great responsibility – a responsibility to navigate the intricate web of regulations and compliance in Healthcare. To read more? about it please click here


????????????????????? - ????????????????'?? - ???????????????????? ?????????????????? ???????????? ?????????& ?????? ???????????? ???????????????????? ???? ???????????????????? ????Today, let's dive into the recent groundbreaking Open AI model - ???????? - envision the transformative text to video capability & potential it holds for the future of Healthcare IT ???????? -??ideo ??eneration ??odels as ??orld ??imulators ???? SORA officially announced on ???????????????? 15, 2024 by Open AI . It's an #AImodel that can create realistic and imaginative scenes from text instructions & capable of generating a high fidelity video .To read more? about it please click here

?

??Article of the Month ??

??????????-????-????????????

???????????? -???? -???? -????????????????????

Open AI Sora vs Google Lumiere & transforming Future of Healthcare: The world of text-to-video AI is heating up , and two new models, ???????? ????'?? ???????? ?????? ????????????'?? ??????????????, are leading the charge. But how do they stack up, and what impact will they have on the future of healthcare AI?.

The future of video creation is here, and it's powered by AI! Two major players, Open AI and Google, are pushing the boundaries with their text-to-video models: SORA and Lumiere, respectively. Both are capable of generating stunning visuals from just a few words, but Let's dive into the depths of these cutting-edge technologies, exploring the nuances that set them apart and the seismic impact they bring to the AI domain. To read more? about it please click here


??Key Learnings of the Month ??

?? Using AI in Research Projects ?In this course will explore how to look at AI both as something to be researched and as a tool to be leveraged to?improve?research, as well as how to talk to corporate stakeholders about leveraging AI in your projects.. To learn more? about it please click please click here


??Key Awareness & Events of? the Month ??

???????????????????? ?????? ?????????? ???? ???????????????? ??????????????????: ?? ?????????????? ???????? ?????????????????? ???????????????????? ??????????????????! Last week on 3???? ??????, I had the incredible opportunity to present at the Executive Leaders ???????????? ???????????? on the power of ???????????????? ??????????????????!! ?? Packed with 120+ ???????????????? ?????????????? in the audience, the energy was buzzing as we dove deep into the secrets of crafting captivating content and building a thriving professional presence. To read more? about it please click here


??Cooperate Philosophy Corner/Celebrations??

????????????????????? ?????????????? ???????? ?????? ???????????? ?????????????? : ?????? ?????????? ???? ??????????????????????????, ??????????????????????????, ?????? ?????????????????????????? ???????? ???????????? ???????????????? ??????Ever wondered what the animal kingdom can teach us about thriving in the professional jungle? From squirrel, rats to chimpanzee & hawk communities, the animal kingdom is teeming with examples of powerful alliances built on understanding, communication, and collaboration.?Let's unleash these primal instincts and transform our workplaces!???????????????? ???????? ????????: ?????? ?????????? ???? ????????-????????????????????!! ?? Do you remember the feeling of standing by the majestic sea, feeling the power of the waves roaring in your ears? ?There's a profound connection between the ???????????????????? ???????? ???? ?????? ?????? and the importance of #???????????????????????????? ???? ?????? ??????????. ???To read more? about it please click here


?

If you find this edition of Newsletter useful

?? ?????????? ???????? ???????????????? ?????? feedback ??????????! ??

?? Follow me?Biswajeet Sahu?&?? Subscribe" to "???????????????????? ???? ????????????????" ???https://lnkd.in/gEsYXMr4to stay up to date on the latest ??ealthcare ???? ??dvancement??

#AI #HealthcareAI #MLOps #Innovation #TechnologyTransformations

Thanks

Biswajeet Sahu

[email protected]

The combination of MLOps and DevOps promises to revolutionise healthcare operations! These applications can process vast amounts of data, provide real-time insights, and support decision-making, ultimately leading to improved patient outcomes and operational efficiency.

Pranab Prakash ?

?? Pioneering Digital Transformation & IT Automation | ?? AI & Data Science Advocate | Catalyzing 30%+ Business Growth with Agile Leadership & Program Management | ?? PgMP?, PMP?, SAFe?, ITIL?

1 年

This is very well articulated, and I see your effort in bringing the 13th edition of "Healthcare IT Insights" which explores the AI Revolution in the Healthcare domain, especially MLOps and DevOps for healthcare innovation.

Piotr Malicki

NSV Mastermind | Enthusiast AI & ML | Architect Solutions AI & ML | AIOps / MLOps / DataOps | Innovator MLOps & DataOps for Web2 & Web3 Startup | NLP Aficionado | Unlocking the Power of AI for a Brighter Future??

1 年

Exciting insights! How do these strategies impact healthcare data security and privacy concerns?

Stephen Nickel

Ready for the real estate revolution? ?? | AI-driven bargains at your fingertips | Proptech Expert | My Exit with 33 years and the startup comeback. ???????

1 年

Interesting read! Are you diving into AI for healthcare innovation prospects??? Biswajeet Sahu

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