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Amit Chauhan
Amit Chauhan

2.7K Followers

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5 days ago

OpenCV: Adaptive and Otsu Threshold in Image Processing with Python

Image pre-processing techniques in artificial intelligence — What is OpenCV? This library is a nutshell and robust collection of image processing methods that drive the vision application in machine learning and deep learning. To install the OpenCV library in anaconda pip install opencv-python What is the image threshold? In computer vision applications i.e. image segmentation is an…

Python

3 min read

OpenCV: Adaptive and Otsu Threshold in Image Processing with Python
OpenCV: Adaptive and Otsu Threshold in Image Processing with Python
Python

3 min read


Published in Level Up Coding

·Mar 8

A Complete Guide to Sampling Techniques Types

Sampling types for statistical studies — What is Sampling? In statistical studies, sampling is the process of selecting subjects to represent a larger population. Due to practical limitations, it is not always possible to test every member of a population, so researchers use sampling to make their testing more efficient and cost-effective. The quality of a study’s results depends…

Statistics

6 min read

A Complete Guide to Sampling Techniques Types
A Complete Guide to Sampling Techniques Types
Statistics

6 min read


Published in Level Up Coding

·Mar 3

Loops Condition in One line with Python

Fully understand list comprehension in Python — List comprehension is a way of making list but in a single line. Yet, numerous developers struggle to fully understand list comprehension in Python and use for loop in so many places. That can lead to code that’s less efficient and difficult to read. If you find yourself using a…

Python

6 min read

Loops Condition in One line with Python
Loops Condition in One line with Python
Python

6 min read


Mar 2

Neuro-Linguistic Programming Techniques of Mind Science

How to handle thoughts with the mind — Is there any science that can transform your life completely in health, success, relationship, social standing, or spiritual life? There is a science in these areas to empower your life to transform your life completely. The name of this science is Neuro-Linguistic Programming (NLP). …

Mindfulness

2 min read

Neuro-Linguistic Programming Techniques of Mind Science
Neuro-Linguistic Programming Techniques of Mind Science
Mindfulness

2 min read


Published in Level Up Coding

·Feb 23

Most Useful Built-in Functions in Python

Handy notes for Data Science and Machine learning projects — In this article, we will talk about some built-in methods in python that are useful in data science and machine learning application code. The built-in functions are very important in a language to do tasks like adding, subtracting, mapping, and operations. This article chooses some built-in functions that can be…

Python

5 min read

Most Useful Built-in Functions in Python
Most Useful Built-in Functions in Python
Python

5 min read


Feb 18

Visualize, Hyper-tuning, and Modeling with Pywedge Python Package

Explore exploratory data analysis for machine learning and data science — In many scenarios, we are dealing with messy data and sometimes hard to understand with statistics. To understand data more deeply and fast with the help of visualization by charts, and graphs. For machine learning and data science learners, visualization is an easy process to choose the cleaning or wrangling…

Python

4 min read

Visualize, Hyper-tuning, and Modeling with Pywedge Python Package
Visualize, Hyper-tuning, and Modeling with Pywedge Python Package
Python

4 min read


Published in Level Up Coding

·Feb 16

Run Operations 1000x Faster with Numpy Vectorization in Python

Faster approach to calculating logic in pandas — Can we gain speed with simple approaches in python? Yes, we can make the code faster with the approach of doing manipulation operations by using numpy vectorization. As python lovers, we all know the famous loop that does the iterative operation to the number of elements and multiplies with another element in each operation. Another option is vectorization, which…

Python

4 min read

Run Operations 1000x Faster with Numpy Vectorization in Python
Run Operations 1000x Faster with Numpy Vectorization in Python
Python

4 min read


Published in Level Up Coding

·Feb 16

Fully Understand End-to-End NLP Text Pre-processing Methods

The ultimate steps in natural language processing and data science — This article will cover the most important and depth-wise pre-processing methods in text analysis. Natural language processing is a branch in the world of artificial language where we can read, write, and understand text languages. The following points to know before starting the NLP projects: The raw text consists of…

Programming

6 min read

Fully Understand End-to-End NLP Text Pre-processing Methods
Fully Understand End-to-End NLP Text Pre-processing Methods
Programming

6 min read


Published in Level Up Coding

·Feb 16

Step-by-Step Check Python Code Quality Using 5 Static Analysis Tools

Check coding standards, and errors for good python code standard — In this article, we will discuss static analysis tools for python code. As a developer, it is important to develop code with good understandable code. A code should meet quality standards. These static tools are a lifeline for python developers to meet coding standards. Why these tools are helpful? The…

Python

4 min read

Step-by-Step Check Python Code Quality Using 5 Static Analysis Tools
Step-by-Step Check Python Code Quality Using 5 Static Analysis Tools
Python

4 min read


Published in Towards AI

·Jan 22

Fully Understand AutoEncoder in Deep Learning

Data compression algorithm for artificial intelligence and data science applications — Introduction Auto-encoders are one of the methods in artificial neural networks that learn unlabelled data i.e. no output column in the data. It comes in the unsupervised learning technique in deep learning. This algorithm is sufficient to learn its own labels while training and the process are known as self-supervised.

Python

4 min read

Fully Understand AutoEncoder in Deep Learning
Fully Understand AutoEncoder in Deep Learning
Python

4 min read

Amit Chauhan

Amit Chauhan

2.7K Followers

Data Scientist, AI/ML/DL, Azure Cloud

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