"To get a job in machine learning, you must have the programming and mathematical knowledge to create artificial intelligence that is capable of learning new tasks without being explicitly coded. In an interview you may be asked about your experience with pertinent coding languages such as Java and C++ as well as with writing algorithms. The interview will be comprised mainly of technical questions that test your knowledge of the fundamental concepts of machine learning such as data mining and signal processing."
HR questions: - Tell me a situation which has been challenging to work with your team or your client. - Explain to a non-technical audience which project are you working / have you worked in the past months Technical questions: - How have you pre-processed the dataset? - What is transfer learning? - Which techniques can be used to improve model performances?
Explain about your project. Various machine learning algorithms
Tell me about yourself and your experiences.
Minimum distance to goal posts on a grid
2. geometry: correspondence assignment and error calculation of two point clouds 3. torch deep learning: improving training of a dummy cv problem with synthetic data
Was ist eine learning rate?
What is Momentum? Draw XOR gate Derive Pythagoras theorem.
A data challenge about Kernel density estimation with Mixture of Gaussians for image data.
To complete a challenge involving building an LLM agent
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