"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."
1. Internal of Finetunning the model 2. How Qlora Works 3. Why to finetune model for Financial Model 4. Some Basic Python Question ,One dsa question(leetcode Easy-Medium) , one regex question 5. Discussion about Projects (worked previously on LLM bots so questions were near by this project)
The recruiter asked me about what areas am I interested in and what are the salary ranges I am looking for.
Reverse a dictionary in Python.
They shared a google collab link to code that did not run, your task was to literally do everything except the skills most applicable to a machine learning engineer. They wanted you to make functions, make the functions modular, get the code to run, write unit tests, expose it as an api, containerize the application, make sure it can handle thousands of requests per second, then deploy with kubernetes, then incorporate ci/cd. You may think i'm joking but i'm not. I did all of this, and still was rejected from the role with an email saying "We are not able to provide individual feedback on the exercise and a reply will not be sent". Terrible assignment, asked way too much of a candidate and then exceptionally unhelpful and cold response. I would strongly recommend anyone considering state farm machine learning to instead consider going to a real farm and asking the cows to interview you for a position as a farmer, it would be a much better experience I promise.
Projects and internships along with relevant certifications.
A take home about time series machine learning
Based on my resume, questions about professional projects
Have you ever used geopy?
Leetcode question for round 3: Construct binary tree from preorder and inorder traversal
Gaussian mixture model, simple neural network
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