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The details and the presentation style.
The Exercises
Working from first principles in a focused way, and moving to applying case studies within the same day
It was very interactive and more relaxed and informal than expected. We covered lots of topics in the time and the trainer was always receptive to talking more in detail or more generally about the topics and how they were related. I feel the training has given me the tools to continue learning as opposed to it being a one off session where learning stops once you've finished which is very important given the scale and complexity of the topic.
That it was applying real company data. Trainer had a very good approach by making trainees participate and compete
The trainer was a professional in the subject field and related theory with application excellently
Houd het kort en eenvoudig. Intuïtie en visuele modellen creëren rond de concepten (beslissingsboomgrafiek, lineaire vergelijkingen, y_pred handmatig berekenen om te bewijzen hoe het model werkt).
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Het heeft me geholpen mijn doel te bereiken: het begrijpen van ML. Veel respect voor Pablo voor het geven van een goede introductie in dit onderwerp, aangezien na 3 dagen training duidelijk wordt hoe uitgebreid dit onderwerp is. Ik heb ook VEEL genoten van het idee van virtuele machines die je hebt geleverd, die een zeer goede latentie hadden! Hierdoor kon elke coursant in zijn eigen tempo experimenten uitvoeren.
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The way practical part, seeing the theory materializing into something practical is great.
It's just great that all material including the exercises is on the same page and then it gets updated on the fly. The solution is revealed at the end. Cool! Also, I do appreciate that Krzysztof took extra effort to understand our problems and suggested us possible techniques.
I liked the lab exercises.
The trainer was so knowledgeable and included areas I was interested in
Szkolenie rewelacyjne, jedno z najlepszych, na jakich bylem! Prowadzacy Rafal doskonale odpowiadal w zakresie poruuszanych zagadnien, bardzo dokladnie tlumaczyl wszystkie metody. Jestem bardzo zadowolony i chetnie ponownie skorzystam ze szkolenia prowadzonego przez tego szkoleniowca.
Rysunki na flipcharcie, całe szkolenie.
I enjoyed participating in the Kubeflow training, which was held remotely. This training allowed me to consolidate my knowledge for AWS services, K8s, all the devOps tools around Kubeflow which are the necessary bases to properly tackle the subject. I wanted to thank Malawski Marcin for his patience and professionalism for training and advice on best practices. Malawski approaches the subject from different angles, different deployment tools Ansible, EKS kubectl, Terraform. Now I am definitely convinced that I am going into the right field of application.
The enthusiasm to the topic. The examples he made an he explained it very well. Sympatic. A little to detailed for beginners. For managers, it could be more abstract in fewer days. But it was designed to fit and we had a good alignment in advance.
the ML ecosystem not only MLFlow but Optuna, hyperops, docker , docker-compose
De trainer liet zien dat hij de materie goed begrijpt.
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Het was een geweldige introductie tot ML!! Ik vond het allemaal echt leuk. De organisatie was perfect. De juiste hoeveelheid tijd voor lezingen/demo's en gewoon spelen. Er werden veel onderwerpen aangeraakt, precies op het juiste niveau. Hij was er ook erg goed in om ons super betrokken te houden, zelfs zonder dat er een camera aan stond.
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Duidelijke uitleg en deskundig antwoord op vragen.
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The knowledge of the trainer was very high and the material was well prepared and organised.
I thought the trainer was very knowledgeable and answered questions with confidence to clarify understanding.
Convolution filter
The way of transferring knowledge and the knowledge of the trainer.
Interessante kennis
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The trainer was a practitioner with a lot of experience and had a very good knowledge of the material.
De trainer omdat hij bijna elk onderwerp en elke situatie aankon.
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De manier waarop de trainer de concepten uitlegde, zijn positieve en gastvrije houding en de praktijkvoorbeelden die bij elke oefening werden gegeven.
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Zeer goede trainingssessie met mooie documentatie en oefeningen en Kristian deed het als een professional die hij is.
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Even with having to miss a day due to customer meetings, I feel I have a much clearer understanding of the processes and techniques used in Machine Learning and when I would use one approach over another. Our challenge now is to practice what we have learned and start to apply it to our problem domain
I like that training was focused on examples and coding. I thought that it is impossible to pack so much content into three days of training, but I was wrong. Training covered many topics and everything was done in a very detailed manner (especially tuning of model's parameters - I didn't expected that there will be a time for this and I was gratly surprised).
It is showing many methods with pre prepared scripts- very nicely prepared materials & easy to traceback
The theoretical explanations
Machine learning, python, data manipulation
Very flexible
The structure from first principles, to case studies, to application.
The deep knowledge of the trainer about the topic.
I think that if training would be done in polish it would allow the trainer to share his knowledge more efficient
Exercises after each topic were really helpful, despite there were too complicated at the end. In general, the presented material was very interesting and involving! Exercises with image recognition were great.
I was benefit from the passion to teach and focusing on making thing sensible.
examples based on our data
code examples:-)
I liked that the instructor had many pre-written scripts to show off many different aspects of ML and AI. I really enjoyed being able to see live demos of so many ways ML and AI is being used. Much of what we covered was cutting edge technology that is still in its early stages of development.
The colab notebooks we get to keep
The clarity with which it was presented
We hadden een overzicht over Machine Learning, Neural Networks, AI met praktijkvoorbeelden.
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Laatste dag met de AI
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De voorbeelden die werden uitgekozen, met ons gedeeld en uitgelegd
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Coverage and depth of topics
The training provided the right foundation that allows us to further to expand on, by showing how theory and practice go hand in hand. It actually got me more interested in the subject than I was before.
