Statistics & Linear Algebra- Top Interview Questions
1. What is co-variance matrix- A covariance matrix is a square matrix that describes the covariance between multiple variables. It is...
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sisodiaarpit
- Jan 17
- 2 min
Probability Distributions
Probability distribution:- It is a statistical function that describes all the possible values and likelihoods that a random variable can...
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Sandeep Singh Adhikari
- Jan 15
- 11 min
Decision Trees: Top Interview Questions
Welcome to the third installment of our data science and machine learning interview series! In this blog post, we'll dive into decision...
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Sandeep Singh Adhikari
- Dec 22, 2022
- 18 min
Logistic Regression: Top Interview Questions
Welcome to the second blog in our Data Science and Machine Learning Interview Series! (check first blog on linear regression here) In...
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Sandeep Singh Adhikari
- Dec 22, 2022
- 9 min
Linear Regression: Top Interview Questions
Welcome to the first blog in our Data Science and Machine Learning Interview Series! In this series, we will be covering some of the most...
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sisodiaarpit
- Mar 25, 2022
- 1 min
Detecting biases in Word-Emdeddings
Important links: github link- https://github.com/dccuchile/wefe ( check requirement.txt for dependency) WEFE will not work if there is...
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sisodiaarpit
- Mar 2, 2022
- 1 min
All 3rd Party tools for Responsible AI
Responsible AI; RAI is umbrella term for a trustworthy AI models. It includes- Fairness of Data and model ( gender, racial biases)...
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sisodiaarpit
- Nov 28, 2021
- 1 min
Auto-Correct in NLP
you have to follow these steps: Identify a misspelled word Find strings n edit distance away: (these could be random strings) Filter...
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sisodiaarpit
- Sep 26, 2021
- 3 min
All the definitions you need to know for Kubernetes Interview
1. Kubernetes cluster is a set of physical or virtual hardware, which essentially constitute a set of hosts or servers or computers. 2. A...
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sisodiaarpit
- Sep 22, 2021
- 2 min
Kubernetes: Introduction and Components
Introduction- The name Kubernetes comes from a Greek word, the word means helmsman or vessel pilot. Useful to solve problem of- · ...
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sisodiaarpit
- Sep 21, 2021
- 2 min
Cloud Computing: Basics
Cloud is computing service which is remote and provided over internet. It may include- Desktop Disk and Storage Processing Networking...
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sisodiaarpit
- Aug 22, 2021
- 2 min
Mlflow: ML model lifecycle management
MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model...
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sisodiaarpit
- Aug 18, 2021
- 2 min
ML- Ops: Drift Detection in Data & Iterative model training using python's Multi-flow package
we develop a ML model and deploy but who takes care of model monitoring and re-training. Unless we do it, ur project is no more than a...
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sisodiaarpit
- Aug 11, 2021
- 2 min
Binary Tree Inorder Traversal in C++
PREREQUISITE(basic knowledge of binary tree-like: what is binary tree why we use binary tree) This blog is the next step towards learning...
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Sandeep Singh Adhikari
- Jun 25, 2021
- 3 min
Bayesian Logistic Regression
1. INTRODUCTION Authenticating whether any currency note is real or fake is the common problem in financial banks. This problem falls in...
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sisodiaarpit
- Jun 10, 2021
- 1 min
Text Preprocessing in NLP Tasks using NLTK
take a raw text for pre processing text= 'India is a great place to live, is it really ?Democracy is sham.@modi,' once tokenised , basic...
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sisodiaarpit
- Jun 7, 2021
- 1 min
Vectorised and non vectorised code comparison in Python
vectorization is required in python when we are dealing with matrics. With the evolution of deep learning it has gained more lime-light....
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sisodiaarpit
- Jun 7, 2021
- 1 min
How to save a data variable in Python using pickle library
# import pickle library import pickle # take user input to take the amount of data number_of_data = int(input('Enter the number of data :...
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sisodiaarpit
- Jun 7, 2021
- 1 min
Speech Recognition using PyAudio and SpeechRecognition Libraries
This is simple program to convert audio into text. I have used speec_recognition library to do it. import speech_recognition as sr r =...
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sisodiaarpit
- Jun 7, 2021
- 1 min
Auto Reload Python package after making changes in it.
IPython extension to reload modules before executing user code. autoreload reloads modules automatically before entering the execution of...
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