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Siddharth Kshirsagar
Siddharth Kshirsagar

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Published in Level Up Coding

·Mar 26

End To End Machine Learning Extraction To Deployment.

I will be demonstrating an end to end machine learning project which starts from the extraction of data from a SQL database and ends with deployment as a Web App or a web Dashboard — How the app will look finally

Machine Learning

6 min read

End To End Machine Learning Extraction To Deployment.
End To End Machine Learning Extraction To Deployment.

Published in Level Up Coding

·Mar 26

Deploy an ML Project as Dashboard with Google Authentication

Deploy machine learning algorithm as an app on the internet with added security of google authentication. — This project is the second part of a full project, find the first part at https://siddharth1.medium.com/loading-and-extraction-83fedad258f0 The code for this article can be found at kshirsagarsiddharth/plotly_dash_dashboard_for_car_prediction (github.com) We need to create core components for all the 8 input columns

Flask

5 min read

Deploy ML project as Dashboard with Google Authentication
Deploy ML project as Dashboard with Google Authentication

Published in Level Up Coding

·Mar 15

How to Run SQL queries in Jupyter Lab

In this small article, I will illustrate how to write SQL queries in jupyter lab, perform data manipulations as well as visualizations. — Recently most of my work is focused on writing MySQL analytics queries in MySQL work bench so when I finish my queries, If I want to perform some visualization I used to download the result of queries in a csv file, load it into pandas and perform visualizations. So I…

Sql

4 min read

How to Run SQL queries in Jupyter Lab
How to Run SQL queries in Jupyter Lab

Published in Level Up Coding

·Jan 3

Create Interactive Dashboards Using ipywidgets and Python for EDA

We will look into how we can interactively visualize data frames and plots using ipywidgets. — Find the code at Create Interactive and beautiful plots(ipywidgets) | Kaggle 1. ipywidgets interact 1.1. Implicit interact At the most basic level interact auto-generates UI controls for function arguments, and then calls the function with those arguments when you manipulate the controls interactively. Or speaking simply interacting takes the function and arguments of the function to…

Dashboard

10 min read

Create Interactive Dashboard Using ipywidgets and Python for EDA
Create Interactive Dashboard Using ipywidgets and Python for EDA

Published in Level Up Coding

·Dec 31, 2021

Speed up Python code up to 100x using Numba.

The main goal of this article is to show how you can easily speed up your code 100 times faster than native python. Find code at: https://www.kaggle.com/rudrasing/speed-up-python-code-up-to-100x-using-numba We will be looking at 4 methods to write code and verify which method is better with respect to other methods. 1. Plain Vanilla Python 2. Numpy 3. Numba 4. Numba + Numpy 1. Plain Vanilla Python

Numpy

5 min read

Speed up Python Code by 100x
Speed up Python Code by 100x

Published in Geek Culture

·Jul 27, 2021

Bit Manipulation with examples

This article will take you through one of the most feared topic of Technical Interview which is BIT MANIPULATION. Firsts things first, I am assuming that you know basics of Binary Numbers, converting from binary to decimal and bit shifting if not please refer to some materials I have linked. …

Bit Manipulation

8 min read

Bit Manipulation with examples
Bit Manipulation with examples

Published in Level Up Coding

·Sep 3, 2020

Multi-Threaded Python Web Crawler for HTTPS pages.

In this article, I will demonstrate how to build a multi-threaded web crawler that can process https web pages. This Web Crawler will The web crawler will utilize multiple threads. It will be able to crawl all the particular web pages of a website. It will be able to report back any 2XX and…

Python

5 min read

Multi-Threaded Python Web Crawler for HTTPS pages.
Multi-Threaded Python Web Crawler for HTTPS pages.

Aug 6, 2020

temp files and tempfile module in python(with examples)

First lets understand what a temp or temporary file is. A temporary file is created by a program that serves a temporary purpose and is created due to various reasons such as temporary backup, when a program is manipulating data larger than the systems capability or to break up larger…

Python

5 min read

temp files and tempfile module in python(with examples)
temp files and tempfile module in python(with examples)

Published in Analytics Vidhya

·Aug 3, 2020

Memory mapping files and mmap module in python(with a lot of examples)

Definition: A memory-mapped file object maps a normal file object into a memory. This allows us to modify a file object’s content directly in memory. memory mapped file objects behave both like bytearray and file objects . Hence all the operations which can be performed on a bytearray like indexing,slicing…

Operating Systems

4 min read

Memory mapping files and mmap module in python(with lot of examples)
Memory mapping files and mmap module in python(with lot of examples)

Aug 2, 2020

Partial functions in python functools.partial. With applications and examples.

What are partial functions. understanding functools.partial and its applications and use-cases. functools.partial(func,*args,**kwargs) returns a new partial object when called will behave like func called with positional arguments(*args) and keywords arguments (*kwargs)

Functional Programming

4 min read

Partial functions in python functools.partial. With applications and examples.
Partial functions in python functools.partial. With applications and examples.
Siddharth Kshirsagar

Siddharth Kshirsagar

Data Scientist by Profession, Web Developer by passion

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