46 lines
2.6 KiB
Markdown
46 lines
2.6 KiB
Markdown
---
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title: Want to Learn List
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created_date: 2024-08-11
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updated_date: 2024-08-11
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aliases:
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tags:
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---
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# Want to Learn List
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## Engineering
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- [ ] prompt engineering and AI basics: read papers
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- [ ] Neuro & motor control combo with robotics
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- [ ] Dash
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- [ ] AI course (coursera / free code camp)
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- [ ] Algorithm courses
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- [ ] Robotic algorithms
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- [ ] mechanical engineering reminder (stress vs strain)
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- [ ] Your expertise should encompass deep-learning-based computer vision and the latest AI applications, including image segmentation, object detection, and real-time decision-making for autonomous navigation and manipulation in robotics or autonomous driving.
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- [ ] state-of-the-art vision models
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- [ ] Deep technical expertise in semantic scene understanding, neural network architectures, robot decision-making, supervised learning, self-supervised learning, etc.
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- [ ] Machine learning libraries: TensorFlow, Scikit learn, data visualization tools, pytorch, keras
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- [ ] Algorithms: What algorithms does a computer scientist need to know?
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- [ ] informatik studium first year.
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- [ ] Apache Spark: Can I do a fun data science project with public datasets? Exploratory dataanalysis and to form hypothesis then do statistically relevant analysis? Can I use this to formulate potential business cases? (or maybe my garmin data?)
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- [ ] nerfies: [Nerfies: Deformable Neural Radiance Fields](https://nerfies.github.io/)
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- [ ] [Learning Precise, Contact-Rich Manipulation through Uncalibrated Tactile Skins](https://visuoskin.github.io/)
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- [ ] prompt engineering
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- [ ] RAG project
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- [ ] Transformers to control robots: [What is RT-2? Google DeepMind’s vision-language-action model for robotics](https://blog.google/technology/ai/google-deepmind-rt2-robotics-vla-model/)
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- [ ] cloud computing [What's the Difference Between AWS vs. Azure vs. Google Cloud? | Coursera](https://www.coursera.org/articles/aws-vs-azure-vs-google-cloud)
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- [ ] SQL
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## Science
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- [ ] Brain: cortex, etc: how does it work? (Sinilarities to convolutional neural networks as well as vision processe)
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- [ ] Neuroprostethics: sensory and motor
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## Jobhunt
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- [ ] https://www.linkedin.com/learning/resume-makeover-23410278/why-resume-writing-is-hard-and-how-to-make-it-easier
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- [ ] https://www.linkedin.com/learning/subscription/career-guidance-hub
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## Softskills
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- [ ] Gute erstklassige sprache ohne ähms. Deutsch englisch gutes vokabular (mehr wörter komprimieren sprache siehe elon und lex number 5)
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- [ ] Debattieren
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- [ ] The art of haggling / negotiation
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## Mindset
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- [ ] Power of visualization
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- [ ] Elon musk tools: 5 step elimination mantra, team building |