PODCAST · business
Machine Learning and Deep Learning Interview Help (in Hindi)
by Mr. Hulk
This podcast is created with the intention to help the ML DL aspirants keeping only the interviews in mind. Currently most of the interviews are happening through online mode over a voice channel. Therefore we need to clearly explain the concepts with suitable examples, to the interviewers. Every episode of this podcast will discuss the interview questions based on the topics and their answerers.
Episodes
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E15 - Normalization vs Standardization
This episode discusses the difference between Normalization and Standardization. I have also discussed which method we should use based on the use case and ML algorithms. If you have not listened to the episodes on mean standard deviation and variance, then please listen to them first. Link to my...
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E14 - Regularization Interview Questions
This episode discusses the interview questions based on the topic of Regularization in machine learning. The Link to my website ----> Link
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E13 - Regularization Concept Understanding
In this episode, I explained the concept of regularization in layman's language to develop a clear understanding of it and its relation with bias and variance. It is recommended to listen to the previous episode (Bias and Variance) first.
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E12 - Bias and Variance
Welcome to our latest episode. Today, we are going to discuss one of the most fundamental concepts in machine learning - Bias and Variance. Understanding the concept of bias and variance is crucial for developing effective machine learning models. These two parameters help us to measure the...
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E11 - How to control the interview
Interviewing for a job in the machine learning field can be nerve-wracking, especially when it comes to technical questions. But what if I told you that you have the power to steer the interview in a direction that plays to your strengths? In this episode, we're diving into the tips and tricks…
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E10 - Linear Algebra Part 2
This episode discusses the orthogonal and orthonormal properties of vectors
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E9 - Linear Algebra Part 1
This episode brings you a glimpse of vectors, vector space, basis, and dimensionality of a vector space. Enjoy !!!!!
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E8 - Histogram and Probability Distribution
This episode explains the concept behind the Histogram and Probability distribution along with the comparison between them. Please use this Link to check the example plot of histogram and probability distribution.
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E7 - Probability and Likelihood
This episode discusses about the fundamental meaning of probability and likelihood with respect to the Gaussian or Normal Distribution. Stay tuned and enjoy.
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E6 - Correlation
This episode discusses the definition formula, and importance of correlation.
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E5 - Covariance : Meaning Significance and Limitation
In this episode I talked about the definition, meaning, significance, and limitation of the metric called: Covariance
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E4 - एक मजेदार किस्सा Mean, Variance, and Standard Deviation का
In this episode, I have explained the mean, variance, and standard deviation. There is an important point mentioned about the difference between the population mean and sample mean.
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E3 - Syllabus
In this episode, I have discussed the syllabus to be covered in this podcast. The syllabus discussed here is sufficient enough to develop a great understanding of this field. However, you have to promise yourself to give at least 2 hours daily to study by yourself. These two hours will help you…
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E2 - Tell me about yourself
In this episode, we will discuss the importance of the very first question asked in every interview "Tell me about yourself". We will also discuss that how you can control your interview questions according to your knowledge and preferences.
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E1 - Introduction (in Hindi)
This episode is all about why I have started this podcast.
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ABOUT THIS SHOW
This podcast is created with the intention to help the ML DL aspirants keeping only the interviews in mind. Currently most of the interviews are happening through online mode over a voice channel. Therefore we need to clearly explain the concepts with suitable examples, to the interviewers. Every episode of this podcast will discuss the interview questions based on the topics and their answerers.
HOSTED BY
Mr. Hulk
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