This book introduces readers to the basics of generative AI, focusing on technologies like GPT-4 and Large Language Models. It explores practical applications across various industries and emphasizes ethical AI development. The guide is suitable for those new to AI as well as professionals looking to leverage AI in their work.
While there isn't a specific book titled 'Implementing AI Solutions in Business' with a clear author, there are numerous resources and courses that provide guidance on how to implement AI solutions in business contexts. These resources cover topics such as AI applications in various industries, data preparation, model training, and integration with existing systems.
This course, offered by DataCamp, provides instruction on leveraging business data to improve performance and profitability. It includes training on identifying key performance metrics and writing SQL queries to calculate and report on these metrics, utilizing data from a fictional food delivery startup for hands-on experience with real-world scenarios.
Throughout history, small businesses have consistently played a pivotal role in the global economy, serving as its foundational backbone. As we navigate the digital age, the emergence of large corporations and rapid technological advancements present new challenges. Now, more than ever, it's imperative for small businesses to adapt, embracing a data-driven approach to remain competitive and sustainable. In this evolving landscape, we need champions dedicated to guiding these businesses, ensuring they harness the full potential of modern tools and insights to ensure a fair and varied marketplace of goods and services for all.
Dr Kendra Vant, Executive General Manager of Data & AI Products at Xero, is an industry leader in building data-driven products that harness AI and machine learning to solve complex problems for the small-business economy. Working across Australia, Asia and the US, Kendra has led data and technology teams at companies such as Seek, Telstra, Deloitte and now Xero where she leads the company's global efforts using emerging practices and technologies to help small businesses and their advisors benefit from the power of data and insights. Starting with doctoral research in experimental quantum physics at MIT and a stint building quantum computers at Los Alamos National Laboratory, Kendra has made a career of solving hard problems and pushing the boundaries of what's possible.
In the episode, Kendra and Richie delve into the transformative impact of data science on small businesses, use-cases of data science for small businesses, how Xero has supported numerous small businesses with data science. They also cover the integration of AI in product development, the unexpected depth of data in seemingly low-tech sectors, the pivotal role of software platforms in data analysis and much more.
Links Mentioned in The Show:
Xero
Analyzing Business Data in SQL
Financial Modeling in Spreadsheets
Implementing AI Solutions in Business
Generative AI Concepts
DataFramed 
