Intelligent Automation: Welcome to the World of Hyperautomation: Learn How to Harness Artificial Intelligence to Boost Business & Make Our World More Human
This book is the first book on the emerging trend of intelligent automation. Also known as hyperautomation, it is a cutting-edge combination of methods and technologies involving people, organizations, machine learning, natural language processing, computer vision, robotic process automation, and more. Accessible for all audiences, this book demonstrates that adopting intelligent automation has now become a condition for business survival. It delves into the technologies leveraged by hyperautomation, new trends relating to the field, and how society and work can be reinvented with intelligent automation.
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I've come to appreciate more as I've gotten deeper into machine learning projects. One thing I've learned the hard way is that the success of any AI model hinges on the quality and diversity of the data it's trained on – you can have the best algorithms in the world, but if your dataset is biased or incomplete, the results will be flawed. That's why I've been focusing on building a solid foundation for my projects by ensuring that my data collection process is thorough and representative of real-world conditions. I've been using a service that handles everything from sourcing varied images to overcoming bias, which has saved me a ton of time and headaches.
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