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Poshan Pandey
Poshan Pandey

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Jan 3

Model Validation for Supervised Models

While implementing supervised machine learning model, there are mainly four core steps as follow: Choose a class of model Choose model hyperparameters Fit the model to the training data Use the model to predict labels for new data Among these points the first two steps are perhaps the most important…

6 min read

Model Validation for Supervised Models
Model Validation for Supervised Models

Sep 22, 2021

Implementing Web Scraping in Python with BeautifulSoup4: Scraping Corona Data from(https://www.worldometers.info/coronavirus/)

Hello Good People! Today we are going to scrap CryptoCurrency price from worldometers.info. For this we are going to make use of BeautifulSoup Library of python. We are going to implement our code in collab. …

Web Scraping

3 min read

Implementing Web Scraping in Python with BeautifulSoup4: Scraping Corona Data from(https://www.world
Implementing Web Scraping in Python with BeautifulSoup4: Scraping Corona Data from(https://www.world

Feb 19, 2021

An Efficient and Accurate Scene Text Detector [EAST]

Recently there are many approaches that are used to extract information from the natural scene. Some of them are conventional while others are deep learning approaches. Deep Learning approaches are far accurate than other conventional approaches. We are going to explore one of the deep learning-based text detection algorithm EAST(Efficient…

Computer Vision

4 min read

An Efficient and Accurate Scene Text Detector [EAST]
An Efficient and Accurate Scene Text Detector [EAST]

Feb 19, 2021

Introducing Calamari-OCR: — A High-Performance TensorFlow-based Deep Learning Package for Optical Character Recognition

Calamari is a new free and open-source TensorFlow-based optical character recognition package that uses the most advanced deep neural network (DNN). It mainly focuses on contemporary and historical fonts. It is based on OCRopy and Kraken and is developed such that it will be easy to use from the command…

Ocr

6 min read

Calamari is a new free and open-source TensorFlow-based optical character recognition package that…
Calamari is a new free and open-source TensorFlow-based optical character recognition package that…

Oct 24, 2020

LRU Cache in Python | Let’s talk about caching in Python | Tutorial on caching with functools.lru_cache

Let’s talk about lru_cache. Need of LRU Cache while Programming There may have been a time, when we have to run a function OVER and OVER again, let’s say we are using a for loop and we have to call a function for thousands of time: for i in range(10000): calls_a_expensive_function() If we could somehow, remove…

Python

5 min read

LRU Cache in Python | Let’s talk about caching in Python | Tutorial on caching with functools.lru_ca
LRU Cache in Python | Let’s talk about caching in Python | Tutorial on caching with functools.lru_ca

May 11, 2020

Beginners Guide to Pandas and Numpy: Data Manipulation Lesson

Pandas is a python package built on Numpy and Matplotlib that is used for data manipulation and visualization. It is used by the entire python data science community. Tabular or Rectangular data is the most popular form of data for data analysis and pandas can handle its manipulation and visualization…

6 min read

Beginners Guide to Pandas and Numpy: Data Manipulation Lesson
Beginners Guide to Pandas and Numpy: Data Manipulation Lesson

Jan 23, 2020

Difference Between Statistics and Machine Learning

Statistics and Machine Learning share similar goals that is learning from data. Both of them try to use data to improve the decision making procedure. Sometimes they are even used interchangeably. Machine learning finds the generalizable predictive patterns, Statistics, on the other hand, draws the inference of the population from…

Statistics

5 min read

Difference Between Statistics and Machine Learning
Difference Between Statistics and Machine Learning
Poshan Pandey

Poshan Pandey

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