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Mr. Data Bugger
Aug 22, 20212 min read
Mlflow: ML model lifecycle management
MLflow is an open source platform to manage the ML lifecycle, including experimentation, reproducibility, deployment, and a central model...
220 views0 comments
Mr. Data Bugger
Aug 18, 20212 min read
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...
394 views0 comments
Mr. Data Bugger
Aug 11, 20212 min read
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, 20213 min read
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...
284 views0 comments
Mr. Data Bugger
Jun 10, 20211 min read
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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Mr. Data Bugger
Jun 7, 20211 min read
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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Mr. Data Bugger
Jun 7, 20211 min read
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 :...
16 views0 comments
Mr. Data Bugger
Jun 7, 20211 min read
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 =...
9 views0 comments
Mr. Data Bugger
Jun 7, 20211 min read
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...
27 views0 comments
Mr. Data Bugger
Jun 5, 20212 min read
Deep Learning with H2O in Python
H2O.ai is focused on bringing AI to businesses through software. Its flagship product is H2O, the leading open source platform that makes...
76 views0 comments
Mr. Data Bugger
Jun 5, 20212 min read
Sentiment Analysis using NLTK and Sklearn in Python
Data can be downloaded from - http://www.cs.cornell.edu/people/pabo/movie-review-data/review_polarity.tar.gz Step 1 - loading required...
80 views0 comments
Mr. Data Bugger
Jun 5, 20212 min read
Automation of customer-care tickets resolution using NLP
When we call customer care, they keep on connecting with different department like technical department, billing department etc. What if...
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Mr. Data Bugger
Jun 5, 20214 min read
Explainability in Data Science:- Data, Model & Prediction
XAI( Explainable AI ) is grabbing lime-light in machine learning. How can we be sure that image classification algo is learning faces...
34 views0 comments
Mr. Data Bugger
Jun 5, 20212 min read
Forecasting total deaths from Covonavirus
Almost 60, 000 people have died of Coronavirus and we have not reached even the peak of expected distribution of deaths. Expected...
24 views0 comments
Mr. Data Bugger
Jun 4, 20211 min read
Python: Audio to text conversion
This is simple program to convert audio into text. I have used speec_recognition library to do it. import speech_recognition as sr r =...
21 views0 comments
Mr. Data Bugger
Jun 4, 20214 min read
Stripping iris dataset with 6 explainability Algorithms.
Explainable AI (XAI) refers to methods and techniques in the application of AI, such that the results of the solution can be understood...
163 views0 comments
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