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machine-learning

Embracing Generative AI: A Paradigm Shift in Job Roles

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In today's rapidly evolving technological landscape, Generative AI often sparks concern about widespread job displacement. However, it is important to debunk the notion that it aims to eliminate jobs entirely. Instead, Generative AI is a catalyst for personal and professional growth, encouraging individuals to evolve and pursue more fulfilling endeavors.

Throughout history, advancements in technology have rendered certain job roles obsolete. Telephone operators, pony express riders, and many others have experienced this shift. However, these advancements have consistently led to the creation of new jobs, rather than inflating the unemployment rates.

The Art of Talking to Machines - A Dive into Conversation Design and Prompt Engineering

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In today's world, Artificial Intelligence (AI) is no longer just a buzzword; it's a part of our daily lives. Whether you're asking the Google Assistant for the weather forecast or using a chatbot for customer service, AI is there to assist you... But have you ever wondered how these interactions feel so smooth and natural? The secret lies in two key techniques: Conversation Design and Prompt Engineering. While these terms may sound technical, they're the backbone of making AI more user-friendly. These two concepts form the backbone of most AI powered customer centric products that leverage large language models, Artificial Intelligence and Generative Artificial Intelligence (GenAI). Let's delve into what each of these means and how they differ.

Introducing the ChromeOS Crostini Machine Learning Setup Script

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Over the past month, I have been researching Machine Learning and the insane amount of future possibilities that will result in the breakthroughs being made today. Projects like Keras and Tensorflow are pushing the boundaries on what computers are capable of and enabling just about anyone without a multi-million dollar server cluster to get into machine learning. I have built a simple setup script that will automate the process of setting up all of the tools needed to get started with Miniconda, TensorFlow, Keras, Pytorch, OpenCV and more in a ChromeOS Crostini Container. Here is how to get started: