Anar Abiyev – Medium

Anar Abiyev

Missing Value Imputation in Python

This blog will teach you how to deal with missing values in Python

Feb 4, 2024

Missing Value Imputation in Python

Feb 4, 2024

Complete Guide to Missing Value Imputation

You will learn all the essential knowledge to deal with missing values in the dataset!

Feb 4, 2024

Complete Guide to Missing Value Imputation

Feb 4, 2024

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Published in
Artificial Intelligence in Plain English

What is Dropout Regularization method?

Does dropout really work? See the results of the experiment with the CNN model and CIFAR10 dataset!

Jan 5, 2024

What is Dropout Regularization method?

Jan 5, 2024

Published in
Artificial Intelligence in Plain English

Convolutional Neural Network Terminology for Beginners

Learn what kernel, stride, pooling, and many other terms mean for CNN. Easy explanation with images!

Dec 27, 2023

Convolutional Neural Network Terminology for Beginners

Dec 27, 2023

Published in
Artificial Intelligence in Plain English

Neural Network Terminology for Beginners

Learn what neurons, layers, weights, biases, activation functions, epochs, forward & backward propagation, and other terms mean in deep…

Dec 24, 2023

Neural Network Terminology for Beginners

Dec 24, 2023

Neural Network Layers Explained for Beginners

How to know the number of layers and neurons in a Neural Network.

Dec 23, 2023

Neural Network Layers Explained for Beginners

Dec 23, 2023

Standardization and Normalization — Clearly Explained!

This story will clear all your questions about standardization vs / and normalization and you will never search this topic again!

Dec 21, 2023

Standardization and Normalization — Clearly Explained!

Dec 21, 2023

Published in
Python in Plain English

How to Use Optune? Step-by-step Beginner Guide for Hyperparameter Tuning!

Learn how to use Optuna for hyperparameter tuning. This is a complete step-by-step guide for beginners.

Dec 21, 2023

How to Use Optune? Step-by-step Beginner Guide for Hyperparameter Tuning!

Dec 21, 2023

Published in
Artificial Intelligence in Plain English

Complete Guide to Activation Functions in Deep Learning

This paper will answer all of your questions about activation functions from why we need them, what are they, and which one to use!

Dec 17, 2023

Complete Guide to Activation Functions in Deep Learning

Dec 17, 2023

Published in
Artificial Intelligence in Plain English

How to visualize loss and accuracy for Deep Learning models using TensorBoard (Part 2)

You will learn how to visualize loss and accuracy easily by using TensorBoard feature of TensorFlow.

Dec 13, 2023

How to visualize loss and accuracy for Deep Learning models using TensorBoard (Part 2)

Dec 13, 2023

Published in
Artificial Intelligence in Plain English

Step-by-Step Guide to TensorBoard: Game Changer Visualization tool- Part 1

Learn TensorBoard starting from how to setup up to hyperparameter visualization.

Oct 17, 2023

Step-by-Step Guide to TensorBoard: Game Changer Visualization tool- Part 1

Oct 17, 2023

Published in
Artificial Intelligence in Plain English

What is “Explainable AI”?

Comprehensive guide to learn Explainable AI.

Oct 13, 2023

What is “Explainable AI”?

Oct 13, 2023

Published in
Artificial Intelligence in Plain English

5 Activation Functions You Need to know to try in your Deep Learning projects🖐️📈

Learn them in simple terms and remember forever.

Sep 28, 2023

5 Activation Functions You Need to know to try in your Deep Learning projects🖐️📈

Sep 28, 2023

Published in
DataDrivenInvestor

How my Professor Perfects Deep Learning Lectures! Learn his Method of Teaching!

No, we are not planning any robbery :) His style of teaching amazed me and I wanted to share my personal experience.

Sep 26, 2023

How my Professor Perfects Deep Learning Lectures! Learn his Method of Teaching!

Sep 26, 2023

Published in
Artificial Intelligence in Plain English

Sentence Similarity with Sentence Transformers for NLP projects

Clear explanation and Python codes to apply sentence transformers in sentence similarity tasks.

Sep 23, 2023

Sentence Similarity with Sentence Transformers for NLP projects

Sep 23, 2023

Published in
Python in Plain English

Three methods to find Outliers of data in Python

In this tutorial you will learn theoretical and practical knowledge behind the three methods to find outliers in the dataset.

Sep 22, 2023

Three methods to find Outliers of data in Python

Sep 22, 2023

Published in
DataDrivenInvestor

Complete Guide to Classification Metrices in Data Science

Confused about recall, precision, accuracy and other classification metrics? This paper will guide you with high quality examples!

Sep 22, 2023

Complete Guide to Classification Metrices in Data Science

Sep 22, 2023

Learn about Data Types in Data Science for beginners

If you had expression like in the picture, when you heard DATA TYPES, you have come to the right place!

Sep 22, 2023

Learn about Data Types in Data Science for beginners

Sep 22, 2023

Published in
Analytics Vidhya

Complete Guide to Data Cleaning with Python

Learn how to do Data Cleaning step-by-step

Mar 25, 2022

Complete Guide to Data Cleaning with Python

Mar 25, 2022

Published in
Analytics Vidhya

Streamlit App for Exploratory Data Analysis

Automate EDA in Data Science Projects

Mar 19, 2022

Automation of Exploratory Data Analysis

Mar 19, 2022

Anar Abiyev

Anar Abiyev

Writing about Data Science / Deep Learning and Self Improvement

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