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Anar Abiyev
Anar Abiyev

199 Followers

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Published in Analytics Vidhya

·Mar 25, 2022

Complete Guide to Data Cleaning with Python

Learn how to do Data Cleaning step-by-step — I am pretty sure you have heard this famous data science quote: Data Cleaning takes 90% of time in Data Science Projects. If you haven’t, then keep in mind that data cleaning is bread and butter of data science workflow. As people are what they eat (another famous quote), machine…

Data Science

6 min read

Complete Guide to Data Cleaning with Python
Complete Guide to Data Cleaning with Python
Data Science

6 min read


Published in Analytics Vidhya

·Mar 19, 2022

Streamlit App for Exploratory Data Analysis

Automate EDA in Data Science Projects — In every data science problem or project, exploratory data analysis is an irreplaceable part of the workflow. EDA is the step in which you get insights about the dataset. Hence without enough information of dataset, the right choice of model cannot be made. After working with sufficient number of datasets…

Data Science

4 min read

Streamlit App for Exploratory Data Analysis
Streamlit App for Exploratory Data Analysis
Data Science

4 min read


Published in Analytics Vidhya

·Mar 13, 2022

Complete Guide to Exploratory Data Analysis with Python Plotly

Introduction Exploratory data analysis is the key method to extract useful insights from data which play important role in the selection of model, data preprocessing steps, interpretation of results and etc. In this blog, I will dive into details of EDA with the example of car prediction dataset. You can also…

Python

4 min read

Complete Exploratory Data Analysis Guide with Python Plotly
Complete Exploratory Data Analysis Guide with Python Plotly
Python

4 min read


Published in Geek Culture

·Mar 11, 2022

Data Science Movie Recommendation System — Theory and Simple Python Implementation

Even if being aware of or not, we come across recommendation systems everyday while using social media. The most famous companies using such systems are Amazon, Netflix, YouTube and etc. Recommendation systems play important role in the business of these corporations. …

Data Science

4 min read

Data Science Movie Recommendation System — Theory and Simple Python Implementation
Data Science Movie Recommendation System — Theory and Simple Python Implementation
Data Science

4 min read


Published in Analytics Vidhya

·Mar 3, 2022

Data Science Regression Project Example

This is Data Science Regression case study and aims to show how to apply data science tools on real project in Python. For better understanding and clarification the blog has been organized as separate parts (like data understanding, EDA, modelling, etc.). Both code and explanation have been provided. Hope this…

Data Science

9 min read

Data Science Regression Project Example
Data Science Regression Project Example
Data Science

9 min read


Published in Geek Culture

·May 7, 2021

Machine Learning Logistic Regression in Python From Scratch

Classification is one of the two branches of Supervised Learning. As the name suggests it divides objects into groups or classes based on their features. Logistic Regression is among the most used Classification algorithms. In this paper, I will show the Python implementation of the algorithm. …

Machine Learning

8 min read

Machine Learning Logistic Regression in Python From Scratch
Machine Learning Logistic Regression in Python From Scratch
Machine Learning

8 min read


Published in Star Gazers

·Apr 24, 2021

Machine Learning nədir?

Yəqin ki, hamımız dedektiv janrda yazılmış əsərlərlə tanışıq. Dedektiv problem ilə tanış olur, daha sonra sorğu-sual edərək məlumatlar toplayır və sonda həmin məlumatlar arasında məntiqi uyğunluq quraraq qatilin kim olduğunu tapır. Bəzən bizə lazım olan bütün informasiyanı bilsək də, problemi həll etmək üçün bu kifayət etmir. …

Machine Lear

4 min read

Machine Learning nədir?
Machine Learning nədir?
Machine Lear

4 min read


Published in Analytics Vidhya

·Mar 12, 2021

How to implement Linear Regression using sklearn library

Python is considered the best programming language for Machine Learning and AI based projects because of its great variety of libraries and frameworks. Scikit-learn is likely the most useful library for Machine Learning in Python. The sklearn library has a lot of efficient tools for machine learning and statistical modeling…

Machine Learning

3 min read

How to implement Linear Regression using sklearn library
How to implement Linear Regression using sklearn library
Machine Learning

3 min read


Published in Analytics Vidhya

·Mar 12, 2021

Machine Learning Linear Regression project from scratch (without library)

Linear Regression is a Supervised Machine Learning which is used to predict values within a certain range, rather than classifying them into categories. In this article you can find the implementation of Univariate Linear Regression in Python without using any machine learning library. …

Machine Learning

7 min read

Machine Learning Linear Regression project from scratch (without library)
Machine Learning Linear Regression project from scratch (without library)
Machine Learning

7 min read


Published in Analytics Vidhya

·Oct 24, 2020

Machine Learning — Multivariate Linear Regression

Linear Regression is among mostly used Machine Learning algorithms. Univariate Linear Regression is the simpler form, while Multivariate Linear Regression is for more complicated problems. This is my second paper about Linear Regression, first one is on Univariate Linear Regression. You can look through it for getting background knowledge on…

Machine Learning

5 min read

Machine Learning — Multivariate Linear Regression
Machine Learning — Multivariate Linear Regression
Machine Learning

5 min read

Anar Abiyev

Anar Abiyev

199 Followers

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