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GenAI: How to Synthesize Data 1000x Faster with Better Results and Lower Costs
Editor’s note: Vincent Granville is a speaker for ODSC West this October 30th to November 2nd. Be sure to check out his talk, “GenAI Breakthrough: Fast, High Quality Tabular Data Synthetization,” there! There are two aspects to this problem of synthesizing data. First, how do you... Read more
Generative AI in Azure Machine Learning: Operationalizing App Development for AI Transformation
In the age of generative AI, leaders find themselves at an intersection of innovation and purpose. The question that reverberates though boardrooms and data science conferences is this: How can this new constellation of cutting-edge technologies be harnessed to advance organizational objectives with creativity and business... Read more
Intelligent Document Processing with AWS AI Services and Amazon Bedrock
Companies in sectors like healthcare, finance, legal, retail, and manufacturing frequently handle large numbers of documents as part of their day-to-day operations. These documents often contain vital information that drives timely decision-making, essential for ensuring top-tier customer satisfaction, and reduced customer churn. Traditionally, the extraction of... Read more
Harnessing LLM Alignment: Making AI More Accessible
Editor’s note: Sinan Ozdemir is a speaker for ODSC West this October 30th to November 2nd. Be sure to check out his talk, “Aligning Open-source LLMs Using Reinforcement Learning from Feedback,” there! Back in 2020, the world was introduced to OpenAI’s GPT-3, a marvel in the... Read more
Emerging Threats: Securing Applications in the Age of Language Models 
The incredible capabilities of large language models (LLMs) like ChatGPT make them irresistible to developers seeking to create next-generation apps. But this frenzied adoption risks exposing users to new dangers. LLMs have unique vulnerabilities that most developers don’t grasp. Building secure applications requires understanding these novel... Read more
5 Must-Have Skills to Get Into Prompt Engineering
Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering? This role has gained immense prominence for many reasons, but mostly due to the diverse skills required to succeed in the role.  If you’re unfamiliar, a prompt engineer... Read more
What It’s Like to be a Prompt Engineer
Prompt engineers are responsible for developing and maintaining the code that powers large language models or LLMs for short. Although most people are familiar with ChatGPT, LLMs are quickly scaling into multiple industries and are being trained to be domain-specific so that they may become effective... Read more
Mastering the Art of Prompt Fine-Tuning for Generative AI: Unleash the Full Potential
We’re in an age where generative AI models like ChatGPT, Midjourney, and Google’s Bard are pushing the boundaries of what machines can do with human operators. So it’s no surprise that the ability to fine-tune prompts effectively has become a valuable skill. Crafting the right prompt... Read more
Building a ChatGPT-Powered and Voice-Enabled Assistant using React and Express
With Large Language Models becoming more and more popular in today’s world, interest in their usage for development is also increasing, though it is not always easy to figure out where to start. In this post, we’ll walk through how to build a simple chatbot powered... Read more
Using Generative AI for Data Analysis and Visualization
Believe it or not, generative AI is more than just text in a box. The truth is that it transcends the boundaries of traditional creative applications. So what it does is it extends the capabilities of the user far beyond text generation. It’s an art. In... Read more