How NOT TO answer ML Interview questions | Machine Learning Interview questions | ML interview

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Unfold Data Science

Unfold Data Science

Күн бұрын

How NOT TO answer ML Interview questions | Machine Learning Interview questions | ML interview
#ai #education #unfolddatascience
Hello,
My name is Aman and I am a Data Scientist.
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About Unfold Data science: This channel is dedicated to demystifying the fundamentals of data science through straightforward examples and accessible explanations. It is designed for individuals without prior knowledge of computer programming, statistics, machine learning, or artificial intelligence. Our content aims to provide a high-level understanding of data science concepts that can be easily comprehended by viewers from diverse backgrounds. The videos will focus on simplicity and clarity, ensuring that the material is approachable and engaging for everyone
Book recommendation for Data Science:
Category 1 - Must Read For Every Data Scientist:
The Elements of Statistical Learning by Trevor Hastie - amzn.to/37wMo9H
Python Data Science Handbook - amzn.to/31UCScm
Business Statistics By Ken Black - amzn.to/2LObAA5
Hands-On Machine Learning with Scikit Learn, Keras, and TensorFlow by Aurelien Geron - amzn.to/3gV8sO9
Category 2 - Overall Data Science:
The Art of Data Science By Roger D. Peng - amzn.to/2KD75aD
Predictive Analytics By By Eric Siegel - amzn.to/3nsQftV
Data Science for Business By Foster Provost - amzn.to/3ajN8QZ
Category 3 - Statistics and Mathematics:
Naked Statistics By Charles Wheelan - amzn.to/3gXLdmp
Practical Statistics for Data Scientist By Peter Bruce - amzn.to/37wL9Y5
Category 4 - Machine Learning:
Introduction to machine learning by Andreas C Muller - amzn.to/3oZ3X7T
The Hundred Page Machine Learning Book by Andriy Burkov - amzn.to/3pdqCxJ
Category 5 - Programming:
The Pragmatic Programmer by David Thomas - amzn.to/2WqWXVj
Clean Code by Robert C. Martin - amzn.to/3oYOdlt
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Пікірлер: 17
@DiwakaranN
@DiwakaranN 3 күн бұрын
Great contents, keep going!
@UnfoldDataScience
@UnfoldDataScience 3 күн бұрын
Thanks Diwakar
@thesamanta
@thesamanta Күн бұрын
I am a student from 2nd Year MBA, doing specialization in Analytics. Here if an interviewer asks me why you used this model? How can I say that "this model improved the accuracy" as where is the scope of improvement, where I am using this for the first time. How to answer?
@syedameen6044
@syedameen6044 4 күн бұрын
Business side answer , birds eye view , soft akills , ask questions regarding company
@UnfoldDataScience
@UnfoldDataScience 4 күн бұрын
Good one
@muthurajboominathan2581
@muthurajboominathan2581 4 күн бұрын
Very informative
@UnfoldDataScience
@UnfoldDataScience 4 күн бұрын
Thanks, see you in Live this Sunday
@nishikantanayak7797
@nishikantanayak7797 4 күн бұрын
thank you sir for the insightful video
@UnfoldDataScience
@UnfoldDataScience 4 күн бұрын
Most welcome, pls share with friends
@kalyanijadhav05
@kalyanijadhav05 3 күн бұрын
Thabk you🙏🏻
@UnfoldDataScience
@UnfoldDataScience 2 күн бұрын
You’re welcome 😊
@nikhilsastry6631
@nikhilsastry6631 4 күн бұрын
Is computer vision necessary? For junior data science role if not asked in jd?
@karag4487
@karag4487 4 күн бұрын
These days you also need to be a CTO in a company to fit a junior role
@nikhilsastry6631
@nikhilsastry6631 4 күн бұрын
@@karag4487 lol 😂
@UnfoldDataScience
@UnfoldDataScience 4 күн бұрын
Let's not overcomplicate Nikhil's life :). You can choose not to have iNikhil. Say it confidently that you have not got an opportunity to work on these type of use cases yet but you know fundamentals of it.
@nikhilsastry6631
@nikhilsastry6631 4 күн бұрын
@@UnfoldDataScience I have extensive hands-on experience from internships and projects in machine learning, deep learning, and natural language processing, with proficiency in MLOps tools like MLflow, DVC, Git, GitHub, GitHub Actions, Azure, Docker, and Kubernetes. Although I haven’t yet applied computer vision with Python, I’m highly motivated to learn and adapt if it's required for the role. I’m committed to dedicating my personal time to quickly mastering the necessary skills and making a meaningful impact. I heard we can say something similar in an interview if we lack 1 or 2 skills to compromise the interviewer, will this work? Instead of Computer vision i wanted to learn other MLOPS tools still i got 6 months if i want to learn CV
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