Lewis Prince
AI Engineer at Purple Frog Systems
Telford, United Kingdom
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Started his data journey through his masters degree in Statistics and Computational Biology, which lead him to spending 4 years in various roles in the Life and Insurance sector where before he joined Purple Frog Systems he was working as a Quantitative Analyst.
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Talk the Same Language: Document Translation in Fabric
The modern business environment is more commonly multinational then not and companies often create vast amounts of documents which they they store in their fabric lakehouses. These documents, which may include reports, manuals, and communications, need to be accessible in multiple languages to cater to diverse audiences. This session will explore how to leverage the AI Language Studio Translation APIs to rapidly and accurately translate documents stored in your lakehouse. I will discuss the theory of this as well as discussing why you should do it before going through a live possible implementation for this through Fabric and the Azure Language Studio Translation APIs. The key takeaways for clients will be gaining an understanding of the AI language Studio (as well as other AI services offered adjacently) as well as seeing a practical implementation of how we can use Fabric to orchestrate AI solutions.
Introduction to AI; What, Why and How?
In this session we will break down the stigmas on AI, and that it's not just ChatGPT and self driving cars. We will talk about how AI solutions can help any business in any sector. There will be demos of natural language processing, chatbots and predictive models. The demos will utilise the three Microsoft services: Azure AI services, CoPilot Studio and Azure AutoML. We will also go into use cases for a few key sectors including Manufacturing, Retail, Leisure, Education and Security
Machine Learning in PowerBI
I will go through the machine learning and AI capabilities of PowerBi to show how we can further extract data, make data from data and most accurately infer for the future. I will delve into the pros and cons of using these tools through Power Bi and offer alternatives within the Microsoft Azure estate which specialize in certain tasks and also offer no to low code solutions.
Fast and Efficient Text Analysis using Azure's Language Cognitive Service
There is a lot of textual data available to us, from which there can be vast amounts of information and inferences we can extract. The problem is how can you do this, and more importantly how can this be done in a fast and efficient manner. One answer can be via using Azure's Cognitive Service offering 'Language Studio'. Language Studio is one of the Cognitive services available from Azure, it can do tasks for you via such as extracting key words from text, interpreting the sentiment of text, summarising documents and translating text on the fly. I will go into particular detail to explain how we can extract key words from text, Analyse the sentiment of text and mine opinions from text. I will show this on a dataset of customer reviews, from which I will then demo via python how we can submit these customer reviews to the Language Studio APIs to get inferences and more in-depth data back, which I will feed into Power BI to display a dashboard where the data can be broken down by ratings and location etc, to visualise the art of the possible in regard to what can be an end product of analysing text-based data such as reviews.
Empowering Conversations: Building Intelligent Chatbots in Copilot Studio
I will showcase the ease of creation of powerful chat bots which can answer questions and perform tasks for us. We will create two chatbots based on two different use cases, using websites and SharePoint directories as knowledge source and then how we can expose these in an instant to channels such as a Teams chat. Further to this, I will also show through these created chatbots how we can get them to send emails for us or add data to spreadsheets. The demos will be accompanied by theory on chatbot design, the wider Copilot services family as well as taking particular interest in applications and benefits in various use cases.
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Lewis Prince
AI Engineer at Purple Frog Systems
Telford, United Kingdom
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