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Generative AI
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The LLM Mirage: Why Dazzling Prototypes Often Crumble in Production

Many organizations find that promising LLM prototypes struggle in real-world applications. This blog post examines the challenges that arise when moving from AI prototypes to production systems. We discuss key issues including scaling difficulties, data privacy concerns, and system reliability problems. Learn how to bridge the gap between prototypes and production, and discover approaches to ensure successful deployment of AI technologies in your organization. Gain practical insights for overcoming common pitfalls and developing robust, valuable AI systems that meet real-world business needs.

People
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Building A Data Strategy, Featuring Saif Abid, CTO - Part 1

Discover why a well-defined data strategy is the cornerstone of success, how data quality and integration play pivotal roles, and gain insights into real-world cases where organizations have transformed their futures through strategic data initiatives.

Generative AI
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Automating Medical Documentation Process with Generative AI

While the demand for digitalization and automation is rapidly growing, many healthcare organizations continue to battle with outdated paper-based methods and legacy digital platforms, leading to inefficiencies and challenges in patient care delivery. By automating tedious tasks and enhancing information accessibility, generative AI has the potential to transform the way healthcare professionals interact with patient data, ultimately improving efficiency, accuracy, and overall quality of care.

Generative AI
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Leveraging Open Source for Automatic Background Removal in Photo Editing: A Step-by-Step Look at the Technical Approach

Discover the power of open-source AI with tools like Mask R-CNN and Samsung's Lama for automatic background removal and seamless inpainting in photography. Learn how these technologies, combined with Google Cloud Platform, offer scalable solutions for high-quality photo editing accessible to all.

Machine Learning Operations (MLOps)

MLOps
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ML Architecture Strategies for Three Stages of MLOps

These 3 ML architectures will help you develop the ability to conduct faster model iteration & scalable production for machine learning.

MLOps
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MLOps Lifecycle: What are the stages of MLOps development

Here is a breakdown of the MLOps lifecycle and the stages that machine learning developers and data scientists use to deploy a production application.

MLOps
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The Rise of MLOps

Learn about the emergence of MLOps, the missing operating model for ML success.

MLOps
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The Benefits of MLOps for Your Business

If you are looking for a way to keep your machine learning models working, MLOps can help. This guide explains the benefits of MLOps for your business.

MLOps
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An Overview of Vertex AI

Vertex AI is a popular managed machine learning platform to deploy your AI models. Here's what you need to know about this managed service.

MLOps
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Machine Learning in Energy Forecasting

Discover how machine learning is transforming energy forecasting, enabling utilities, businesses, and consumers to extract valuable insights from vast datasets, enhancing accuracy and reliability in predicting energy demand.

Machine Learning (ML)

Machine Learning
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AI vs. Machine Learning: Differences & Collaboration

AI vs. machine learning, is one or the other better for your business? Learn the difference between these two important IT tools and which best fits your needs.

Machine Learning
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Machine Learning Terms Explained

Machine learning is an exciting subspecialty of computer science and as with any technology topic, it has a lot of terms that need to be defined to better understand the field. Here are some of the topic terms you may encounter.

Machine Learning
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Machine Learning in the Construction Industry

Discover how machine learning applications can turn data gathered from the construction projects into insights that help can improve design, build efficiency, and operations.

Machine Learning
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Machine Learning for Healthcare and Life Sciences (HCLS)

The biotech and medical industries have adopted new machine learning to accelerate product development and augment research. As a result, researchers can now process the vast amounts of data produced in these fields to improve the understanding of disease and to offer better treatment options. Read on to discover what is possible with ML in the sector.

Machine Learning
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Machine Learning in the Oil and Gas Industry: ML Roles and Applications

Machine learning (ML) is a technology that is having a critical impact on the oil and gas industry and is becoming an important technology for industry stakeholders. Here is where it is having an impact today, what ML applications are being used, and what the future holds.

Machine Learning
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What Is BigQuery ML?

BigQuery ML is a useful tool when it comes to creating and executing machine learning models. Click here to learn more about BigQuery ML.

Machine Learning
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Machine Learning for Retail

Machine learning is helping retailers make better decisions by recognizing patterns and making predictions about trends. Here's what you need to know about the ML revolution in the retail industry.

Machine Learning
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A Comprehensive Guide to Machine Learning Infrastructure

For machine learning models to be developed and deployed effectively, infrastructure is needed. Here's a detailed guide to machine learning infrastructure.

Machine Learning
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How to Operationalize a Machine Learning Model

How do you operationalize a machine learning model? If you are asking yourself this question, then look no further. Here's everything you need to know.

Machine Learning
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7 Common Machine Learning Mistakes and How to Avoid Them

Machine learning can be a reliable tool for your business if you know what not to do. Here are common machine learning mistakes and how to avoid them.

Machine Learning
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What is Machine Learning?

Learn the basics of machine learning. What is it? How does it work? And what is it used for?

Machine Learning
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Machine learning Consulting: Guide to Hiring an ML Engineer

Machine learning consulting is a specialty computer science service that helps companies develop ML applications. Here's a guide to hiring a consultant.

Machine Learning
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Machine Learning in Business: 10 Production Applications

Here are 10 machine learning applications that are used in business production environments today. See what's possible and consider how these use case scenarios could be used in your business to improve productivity, help decision making, satisfy customers and mitigate losses.

Machine Learning
Coming Soon

The ML Connection to Healthcare: What Roles It Plays

Learn about the ML connection to healthcare and how it’s changing the landscape of this vital industry.

Machine Learning
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How Exploratory Data Analysis can improve your Machine Learning implementations

Exploratory Data Analysis helps ensure machine learning is reliable and robust. Learn how EDA can improve your ML implementations.

Machine Learning
Coming Soon

What is Exploratory Data Analysis?

Learn more about the concept of Exploratory Data Analysis (EDA), its key components, and its significance in the data analysis process.

Popular Posts

Generative AI
Coming Soon

The LLM Mirage: Why Dazzling Prototypes Often Crumble in Production

Generative AI
Coming Soon

Automating Medical Documentation Process with Generative AI

Generative AI
Coming Soon

Leveraging Open Source for Automatic Background Removal in Photo Editing: A Step-by-Step Look at the Technical Approach

Generative AI
Coming Soon

Introducing QARL: A Generative AI Tool to Remove the Risk from your LLM Applications

People
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Strategic Data Management: Balancing Security, Accessibility, and Scalability, Featuring Saif Abid, CTO - Part 2

People
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Building A Data Strategy, Featuring Saif Abid, CTO - Part 1

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