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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
Gjør det kort og enkelt. Lage intuisjon og visuelle modeller rundt konseptene (beslutningstregraf, lineære ligninger, beregne y_pred manuelt for å bevise hvordan modellen fungerer).
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Det hjalp meg å nå målet mitt om å forstå ML. Stor respekt for Pablo for å gi en skikkelig introduksjon i dette emnet, siden det blir tydelig etter 3 dagers trening hvor omfattende dette emnet er. Jeg har også hatt MYE glede av ideen om virtuelle maskiner du har levert, som hadde veldig god latenstid! Det tillot hver kursant å gjøre eksperimenter i sitt eget tempo.
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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
Treneren viste at han har god forståelse for emnet.
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Det var en flott intro til ML!! Jeg likte hele greia, egentlig. Organisasjonen var perfekt. Riktig tid til forelesninger/demoer og bare oss som leker. Mange temaer ble berørt, akkurat på riktig nivå. Han var også veldig flink til å holde oss superengasjerte, selv uten at noe kamera var på.
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Klarhet i forklaring og kunnskapsrik respons på spørsmål.
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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.
Interessant kunnskap
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The trainer was a practitioner with a lot of experience and had a very good knowledge of the material.
Treneren fordi han kunne håndtere nesten alle emner og situasjoner.
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Måten som treneren forklarte konseptene, hans positive og imøtekommende holdning og de virkelige eksemplene gitt for hver øvelse.
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Veldig bra treningsøkt med fin dokumentasjon og øvelser og Kristian gjorde det som en profesjonell han er.
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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
Vi hadde en oversikt over Machine Learning, Neural Networks, AI med praktiske eksempler.
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Siste dag med AI
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Eksemplene som ble plukket ut, delt med oss og forklart
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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.
In-depth coverage of machine learning topics, particularly neural networks. Demystified a lot of the topic.
Very updated approach or api (tensorflow, kera, tflearn) to do machine learning
Tomasz really know the information well and the course was well paced.
