Tapan Kumar Patro

Published in DataDrivenInvestor

·Pinned

MLOPS | CICD with Airflow

CICD for machine learning project. — Hey guys, Tapan here. I am back with a very interesting topic i.e MLOPS. What normally people think client need a ~99% accurate model, when we do prediction with help of api, it will just give you prediction result. Let me tell you that.. story doesn’t end here. We have…

AWS

7 min read

AWS

7 min read

Published in Analytics Vidhya

·Pinned

End to end deep learning-based Mobile app.

COOK SMART — Hi There, Today in this post I am gonna share my experience building my dream application, i.e Cook smart.

Machine Learning

11 min read

Machine Learning

11 min read

Published in DataDrivenInvestor

·Feb 12

Probability Calibration

Building a model with risk appetite, don’t miss this step! Hi Guys Tapan here, I am back with a blog about Probability calibration. If you never heard of it or if you have an idea about this, this blog definitely can give you simpler yet informative details about this topic…

Statistics

6 min read

Statistics

6 min read

Published in Nerd For Tech

·Jan 20

60 days Plan to revise Data Science Concepts | 0 to 100 Interview Preparation

Revision Plan for Data Scientist | Interview Preparation Hi Guys, Tapan Here, here is the 60 days plan for any data scientist to revise all the concepts from the beginning to the latest SOTA model revision. First, 30 days to get all the basics ready, after that can start going…

Interview

4 min read

Interview

4 min read

Published in DataDrivenInvestor

·Jan 15

8 Astonishing Ways to make passive income suggested by ChatGPT

Let us see 8 top ways chatgpt suggests us to make passive income as a Data scientist. As a data scientist, I possess the aptitude and understanding to convert data into profitable insights and estimations. Yet, did you know that you can also utilize these capabilities to gain a passive…

Python

5 min read

8 Ways to make passive income | ChatGPT suggestion

Python

5 min read

Dec 31, 2022

Happy new year 😇

Happy new year. 🫣 Happy new year 🥳

1 min read

Published in DataDrivenInvestor

·Dec 23, 2022

Data Scientist/MLOps Actual Interview Questions 2022–23

Check out the questions list that I have faced while giving an interview. (DS & Algo, Python Lib, Math, SQL, Data science, Deployment, MLOPs & System Tasks) Hey Guys, Welcome back. I am Tapan here and I have been giving interviews for Data Science | MLOps positions for the last…

Python

11 min read

Data Scientist/MLOps Actual Interview Questions 2022–23

Python

11 min read

Published in DataDrivenInvestor

·Dec 14, 2022

Make your Pandas operations faster using these methods

Change your approach to manipulating data with these methods to get faster results Pandas is a library that helps data scientist to work with the data in a form of a data frame. Pandas use thousands of methods to create and update different data frames. This blog will share different…

Pandas

3 min read

Pandas

3 min read

Dec 5, 2022

Hypothesis: Can Planting a tree can make you a better Data Scientist

Interesting !!! Planting a tree may not directly improve your skills as a data scientist, but it can have a positive impact on your overall well-being, which can indirectly benefit your work. …

Trees

1 min read

Hypothesis: Can Planting a tree can make you a better Data Scientist

Trees

1 min read

Published in Nerd For Tech

·Dec 5, 2022

Deep Learning | Keras vs Pytorch | CNN, RNN, GAN, Autoencoder

Complex Data need complex architecture to understand and find insight, Deep learning approach is one of them. Today this Blog will talk about the very elementary idea of deep learning and will look at some code to try our first example. Deep learning is a type of machine learning that…

Deep Learning

8 min read

Deep Learning

8 min read