Instructor(s): Jacob Beningo
When: 05/18/2021 15:00:00 (EST)
Duration: 2 hours
Real-time operating systems (RTOS) have found their way into nearly every embedded system. The problem though is that an RTOS can often complicate implementation, increase module coupling and make debugging a nightmare.
In this workshop, Jacob Beningo will walk attendees through RTOS implementation and debugging techniques that will help developers accelerate their design cycle and implement more robust and flexible design techniques. Attendees will learn hands-on about topics such as:
Additional topics and details about specifics boards and RTOS will be provided closer to the conference.
Instructor(s): James Grenning
When: 05/18/2021 13:00:00 (EST)
Duration: 2 hours
Test-Driven Development is a technical practice that supports Agile's iterative and incremental development cycle. TDD helps you quickly discover mistakes, preventing defects. You weave a test safety net as you grow your product's behavior one test at a time. This safety net supports you now and in the future to help you keep code working as you change it. Oh yeah, don't let me forget to tell you it's fun and once you learn it, you save time and money.
Maybe you have heard of Test-Driven Development but don't quite get it. A good way to understand TDD is to pair program with an experienced practitioner. We will start with a brief overview and demo of Test-Driven Development. In this interactive workshop, you can practice TDD in C. You don't need to install any tools for this workshop. You'll run the exercise on my exercise server. You will know what TDD is after this session. We'll conclude the workshop with a debrief on your experience.
Before attending this workshop, it is highly recommended that you watch this talk from the 2020 Embedded Online Conference.
Instructor(s): Adam Taylor
When: 05/18/2021 10:00:00 (EST)
Duration: 2 hours
Do you want to benefit from the acceleration of programmable logic using C or C++, for your quantitative finance / signal or image processing or AI/ML applications. The Vitis Unified Software Platform enables developers to more easily tap into the benefits of Xilinx heterogeneous SoCs and accelerate their applications, without needing advanced hardware development knowledge. This workshop will provide an in-depth tutorial on how to get started with Vitis and Vitis AI.
Topics covered in this workshop include:
Instructor(s): Jenny Plunkett
When: 07/27/2021 14:00:00 (EST)
Duration: 2 hours
Please visit the following URL and read about a few things you should consider doing to prepare and take full advantage of the workshop:
Visual AI solutions combined with powerful sound diagnostics for real-time decision-making are some of the hallmarks of the Sony Spresense with Edge Impulse’s embedded ML technology. Together, Edge Impulse and Sony bring a unique combination of solid computing performance as well as serious power efficiency that is ideal for edge computing applications.
Join our hands-on workshop to learn how to build future-proof solutions with smart sensor analysis, image processing, data filtering, collecting raw data, getting insight into that data using signal processing and machine learning, and deploying your ML models, ready for scale and industrial production.
Workshop details:
Instructor(s): Dan Boschen
When: 10/06/2021 10:00:00 (EST)
Duration: 2 hours
Thank you for your interest in the Fast Track to Designing FIR Filters with Python workshop! Below are the installation instructions as well as a Jupyter Notebook with the material that will be presented in the workshop.
Option 1: Easy path to Python: Install the Anaconda Individual Edition which will have all the tools we will be using: https://www.anaconda.
Option 2: Alternative manual path to Python: As a minimum install we will be using Python 3, Numpy, Matplotlib, and Scipy:
Install python: https://www.python.
From command window type:
pip install ipython
pip install numpy
pip install matplotlib
pip install scipy
(if you encounter any difficulty with installing the packages, see this page: https://packaging.
Being able to run Jupyter Notebooks is not necessary for the workshop but convenient as I am sharing the details of the workshop in the attached Jupyter Notebook for future reference. If you would like further basics on running the Notebook, please see this link:
https://www.datacamp.com/
Notebook: Fast Track FIR Filter Workshop.ipynb
Finite Impulse Response (FIR) filters are the more popular of the two main types of digital filter implementations used in DSP applications. In this workshop, we will go through best practice approaches for optimized FIR filter design and implementation using the free and open-source Python programming language. This will include the common techniques for going from filter requirements to practical implementation and demonstrate both creating FIR filter designs as well as evaluating filter frequency responses using the Python language and its signal processing library.
This workshop will include:
Instructor(s): Matous Cejnek
When: 10/07/2021 08:00:00 (EST)
Duration: 2 hours
In this workshop, the difference between clustering and classification will be explained with illustrative examples. The examples will demonstrate utilization of common machine learning algorithms (random forests, k-means, SVM) implemented in popular Python libraries.
Notebooks:
Instructor(s): Jacob Beningo
When: 10/07/2021 10:00:00 (EST)
Duration: 2 hours
Machine learning (ML) has often been considered a technology that operates on high-end servers and doesn’t have a place in traditional embedded systems. That perception is quickly changing. This workshop will explore how embedded software engineers can get started with machine learning for microcontroller based systems.
This session balances theory with practical hands-on experience using an STM32 development board.
Attendees will learn:
Additional details for development board and tools will be provided closer to the conference.
Instructor(s): Adam Taylor
When: 10/06/2021 08:00:00 (EST)
Duration: 2 hours
To take full advantage of this workshop, you'll need an Arty Z7 board. If you decide to purchase one, make sure to:
Before attending the workshop, make sure to download and install:
Developing programmable logic solutions is moving up the levels of abstraction.
In this session we will use the Arty Z7 board and the Xilinx PYNQ framework to accelerate signal processing algorithms (FFT, FIR Filters) in programmable logic using with a combination of Python and High-Level Synthesis (C/C++). Techniques such as this will allow us to leverage the processing capabilities of programmable logic without the requirement to develop solutions using traditional FPGA Register Transfer Languages. This enables smaller, more power-efficient solutions.
This session will introduce the PYNQ framework and explain how it interacts with the programmable logic. We will then explore how we can use HLS – what is it, how do we go from untimed C to logic gates and what optimisations do we need. Finally, we will look at how we can build PYNQ overlays using IP Integrator which can be loaded onto the Arty Z7 for use with our Python application using Jupyter Notebooks / Labs.
Instructor(s): James Grenning
When: 12/09/2021 14:00:00 (EST)
Duration: 2 hours
If you missed this workshop at EOC earlier this year, here's a second chance to attend
Test-Driven Development is a technical practice that supports Agile's iterative and incremental development cycle. TDD helps you quickly discover mistakes, preventing defects. You weave a test safety net as you grow your product's behavior one test at a time. This safety net supports you now and in the future to help you keep code working as you change it. Oh yeah, don't let me forget to tell you it's fun and once you learn it, you save time and money.
Maybe you have heard of Test-Driven Development but don't quite get it. A good way to understand TDD is to pair program with an experienced practitioner. We will start with a brief overview and demo of Test-Driven Development. In this interactive workshop, you can practice TDD in C. You don't need to install any tools for this workshop. You'll run the exercise on my exercise server. You will know what TDD is after this session. We'll conclude the workshop with a debrief on your experience.
Before attending this workshop, it is highly recommended that you watch this talk from the 2020 Embedded Online Conference.