Eutectic and Eutetoiod like phase diagram ,asked for phase rule
Associate Research Scientist Interview Questions
4,831 associate research scientist interview questions shared by candidates
Asked all technical questions. Some personal but few.
My research interests
They were interested to know about Europe and the country where I was living. They hardly mentioned anything about my experience or what type of work was done in the position I was applying for.
technical interview#1: - discuss your fav project (you should be able to explain why you used that particular algorithm/tuning)
Skills in different fields
Mostly questions about problems they face and how my experience would help to solve them.
Mainly tested proficiency in problem solving, the questions were really innovative and focused on fundamental problem solving ability on machine learning problems.
def nucleus(probs: list[float], p: float) -> list[float]: """ Get the top-p nucleus on a list of probabilities with a given threshold p. Args: probs: A probability distribution where each value is between 0 and 1. Each index corresponds a different outcome. p: The nucleus sampling threshold (0 < p <= 1). Returns: list[float]: A list of probabilities where only the top-p probabilities are retained and normalized, all others are set to zero. The order of the output is the same as the order of the input. Example: >>> probs = [0.2, 0.2, 0.3, 0.3] >>> p = 0.5 >>> nucleus(probs, p) [0.0, 0.0, 0.5, 0.5] """ def single_headed_attention(q, k, v): """Perform single-headed multi-headed self attention with masking. Args: q: (q_seq_len, head_dim) k: (kv_seq_len, head_dim) v: (kv_seq_len, head_dim) Returns: np.ndarray: (q_seq_len, head_dim) """ scale = np.sqrt(q.shape[-1]) mask = ... # You may find np.triu or np.tri helpful # TODO raise NotImplementedError
Ask my background which is described in my C.V.
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