---
title: Want to Learn List
created_date: 2024-08-11
updated_date: 2024-08-11
aliases:
tags:
---
# Want to Learn List

## Engineering
- [ ] prompt engineering and AI basics: read papers
- [ ] Neuro & motor control combo with robotics
- [ ] Dash
- [ ] AI course (coursera / free code camp)
- [ ] Algorithm courses
- [ ] Robotic algorithms
- [ ] mechanical engineering reminder (stress vs strain)
- [ ] 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.
- [ ] state-of-the-art vision models
- [ ] Deep technical expertise in semantic scene understanding, neural network architectures, robot decision-making, supervised learning, self-supervised learning, etc.
- [ ] Machine learning libraries: TensorFlow, Scikit learn, data visualization tools, pytorch, keras
- [ ] Algorithms: What algorithms does a computer scientist need to know?
	- [ ] informatik studium first year. 
- [ ] 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?)
- [ ] nerfies: [Nerfies: Deformable Neural Radiance Fields](https://nerfies.github.io/)
- [ ] [Learning Precise, Contact-Rich Manipulation through Uncalibrated Tactile Skins](https://visuoskin.github.io/)
- [ ] prompt engineering
- [ ] RAG project
- [ ] 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/)
- [ ] 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)
- [ ] SQL
## Science
- [ ] Brain: cortex, etc: how does it work? (Sinilarities to convolutional neural networks as well as vision processe)
- [ ] Neuroprostethics: sensory and motor

## Jobhunt
- [ ] https://www.linkedin.com/learning/resume-makeover-23410278/why-resume-writing-is-hard-and-how-to-make-it-easier
- [ ] https://www.linkedin.com/learning/subscription/career-guidance-hub
- [ ] 
## Softskills
- [ ] Gute erstklassige sprache ohne ähms. Deutsch englisch gutes vokabular (mehr wörter komprimieren sprache siehe elon und lex number 5)
- [ ] Debattieren 
- [ ] The art of haggling / negotiation
## Mindset
- [ ] Power of visualization 
- [ ] Elon musk tools: 5 step elimination mantra, team building