What is bias and variance?
Machine Learning Interviews
Machine Learning Interview Questions
"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."
8,203 machine learning interview questions shared by candidates
What is the significance of gradient descent in ML?
Q: What was the one thing in your career that you are proud of the most?
Why Softbank? The most difficult project you have worked on.
Implement Logistic Regressing using numpy in python
Asked about some of my previous publications
What type of Machine Learning projects have you worked on?
They asked mainly NLP-related things.
Q. Build KNN and Linear Regression from scratch in python. Q. What was the need of LSTM and why not RNN? Q. How does L1 Regularization help in feature selection?(Explain L1 L2 Norms and stuff) Q. Python basics on tuples and list difference between mutable and immutable. Q. Working of Transformers
Implement a basic MLP + training loop from scratch using pytorch.
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