E-Books →Productionizing AI How to Deliver AI B2B Solutions with Cloud and Python (PDF)

From an initial look at the context and ecosystem of AI solutions today, the book drills down from high-level business needs into best practices, working with stakeholders, and agile team collaboration. From there you'll explore data pipeline orchestration, machine and deep learning, including working with and finding shortcuts using artificial neural networks such as AutoML and AutoAI. You'll also learn about the increasing use of NoLo UIs through AI application development, industry case studies, and finally a practical guide to deploying containerized AI solutions.
The book is intended for those whose role demands overcoming budgetary barriers or constraints in accessing cloud credits to undertake the often difficult process of developing and deploying an AI solution.
What You Will Learn
Develop and deliver production-grade AI in one month
Deploy AI solutions at a low cost
Work around Big Tech dominance and develop MVPs on the cheap
Create demo-ready solutions without overly complex python scripts/notebooks
Who this book is for
Data scientists and AI consultants with programming skills in Python and driven to succeed in AI.