Device-based Models with TensorFlow Lite
Bringing a machine learning model into the real world involves a lot more than just modeling. This Specialization will teach you how to navigate various deployment scenarios and use data more effectively to train your model. This second course teaches you how to run your machine learning models in mobile applications. You’ll learn how to prepare models for a lower-powered, battery-operated devices, then execute models on both Android and iOS platforms. Finally, you’ll explore how to deploy on embedded systems using TensorFlow on Raspberry Pi and microcontrollers. This Specialization builds u
Skills you'll learn
We may earn a commission if you enroll through our links — it never affects the price you pay.
Similar courses
Network Management Approaches
Take your network management skills to the next level with this comprehensive course designed for both beginners and experienced professionals. Through engaging lessons, you’ll explore the five core aspects of effective network management: fault detection and resolution, configuration deployment, performance monitoring, security enforcement, and accurate accounting. What distinguishes this course is its balanced coverage of both foundational and advanced tools—ranging from the widely used SNMP protocol and Cisco’s controller-based solutions to the powerful IOS CLI and modern APIs. You’ll lea
All levels
IoT Hardware Projects with SwiftIO Playground
This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Dive into the exciting world of IoT with SwiftIO Playground. In this hands-on course, you'll embark on 46 unique playground projects, ranging from basic LED control to complex applications such as weather stations, accelerometer-based locks, and even Tic-Tac-Toe games. Each project helps you build real-world IoT systems using Swift code and hardware, empowering you to dev
All levels
Advanced Swift Techniques for iOS & Networking
In this course, you will master advanced networking techniques and Swift programming strategies for iOS development. You'll explore how to efficiently fetch and manage network data, build dynamic and interactive graphs using Swift Charts, and implement powerful data pipelines with Combine. These skills are crucial for developing data-driven, high-performance iOS applications. Throughout the course, you'll gain hands-on experience with real-world challenges like managing network data asynchronously and visualizing it with Swift Charts. By mastering these advanced techniques, you'll be able to
All levels
Introduction to Image Generation
This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models draw inspiration from physics, specifically thermodynamics. Within the last few years, diffusion models became popular in both research and industry. Diffusion models underpin many state-of-the-art image generation models and tools on Google Cloud. This course introduces you to the theory behind diffusion models and how to train and deploy them on Vertex AI.
All levels