Hands-on, taught by a practising scientist.
For engineering and R&D teams in ML, AI, algorithm, vision, metrology, semiconductor, and hardware companies.
Eight workshops, each of which can be taught on its own or combined with others.
Workshops can be held on-site, in person, or online (Zoom or Teams, in 3-hour meetings).
Custom topics on request.
Featured
For engineers and technical managers: from basic transformers to a working nano-scale GPT.
For developers and engineers who want to really understand neural networks.
The next step after the introduction: transfer learning, generative models, imbalanced data and calibration.
For teams whose models must handle classes, individuals or items they have not seen.
For engineers and developers new to Python, including engineers moving from MATLAB®.
For engineers and scientists who model dynamic systems.
For engineers and scientists who fit models to data.
For R&D teams adopting AI-assisted coding.
For topics and problems that the workshops above do not cover.
“A group of us have taken Yoav’s Python for Engineers course during 4.5 days, as part of a process to shift from using MATLAB® as our main workhorse for R&D. The course was great for us, and covered many topics which would be beneficial in the future – from the basics of Python as a language and its various packages, up to more advanced topics like image processing, GUI building, and parallel computing.
Yoav’s background as a researcher using Python makes the course very suitable for people looking to use Python for research. Not only is Yoav very knowledgeable in the intricacies of Python, but he is also a great teacher, who was able to provide valuable insights and answers to any questions.
I would definitely recommend this course for any person wishing to start using Python.”
“Yoav gave PDC (Applied Material Israel) a Scientific Python Course for MATLAB® users in March 2016. As we are all scientific Matlab programmers, we challenged Yoav with in-depth questions regarding practical problems we are facing in our work. Yoav demonstrated very good and thorough knowledge in Python, he explained the material in a very methodic way, and used very nice practical examples and exercises. When he did not know something, he returned with an answer by mail or by the next lesson.
I feel that I gained a lot of knowledge from this course and that this was a great kick-off for starting work with Python. I really recommend scientific programmers to use Yoav’s Python training. Well Done.”
“We attended Yoav’s Python for Engineers course and the course exceeded our expectations in many regards. Yoav is not only very professional and knowledgeable in the field of Python and all related packages, but he is also a very professional and clear instructor. The course really helped us understand basic Python and get familiar with many of the scientific packages and other useful tools (such as GUI, parallel computing, and other packages) available in Python.
Even die-hard fans of MATLAB® were convinced by the end of the course that Python is an excellent replacement and we will definitely implement what we have learned in our next projects. As a company that performs complicated algorithmic research and development projects (in fields such as computer vision, machine learning, and especially deep learning) we greatly recommend this course to anyone who is interested in learning Python for engineering or algorithmic research and development purposes.”
“Not one, but two groups of researchers from ‘Nova Measuring Instruments’ attended Yoav Ram’s course consecutively. This by itself can serve as a quality stamp. Yoav’s course is thorough, didactic, comprehensive, and very clear. It is exactly what anyone would need to start developing in Python, or make the transition to Python if you are a MATLAB® addict.
Highly recommended!”
“Yoav was invited to give a Deep Learning workshop at our offices as extra curriculum for the employees. The workshop was very thorough, engaging, and super interesting. Yoav really demystified deep learning for us, transforming it to something we can all understand, explain, and even use in our everyday work. If you want to know more about deep learning, really understand what goes on under the hood, and stop being afraid of stuff like neural networks, model training, and TensorFlow, this is the workshop for you! Highly recommended!”
“I attended Yoav's Deep4Devs workshop as part of our company's aim to add neural network-based algorithms to our machine learning arsenal. I found the workshop to be of very high-value for me, mainly due to Yoav's focus on understanding the inner workings of machine learning metrics in general, and specifically neural networks. The use of Jupyter notebooks with written explanations alongside the code samples kept the workshop practical, and ensured that I'll be able to revisit covered topics in the future. The workshop doesn't try to treat neural networks as black-boxes to be used off-the-shelf, but rather gives the participants intuition and knowledge on the trade-offs in neural network design and the background needed to tailor them to specific needs. Yoav's knowledge of the subject is very impressive and thorough and you'll be hard pressed to find subject-relevant questions which he won't be able to answer.”
“Yoav, the workshop was wonderful! It was full of examples and tools for applications, you presented the material with a lot of patience, and it was a pleasure to meet you. Thank you!”
Tell me about your team and what you would like them to be able to do. A few lines are enough to start; I will reply to set up a scoping call.
Email Yoav yoav@yoavram.com