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Atilay Cem Samiloglu
Atilay Cem Samiloglu

20 Followers

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Jun 12, 2022

Accelerating Random Forests Up to 8x Using cuML on Kaggle with Example

Random Forest on GPUs Random forests are a popular machine learning technique for classification and regression problems. By building multiple independent decision trees, they reduce the problems of overfitting seen with individual trees. In this post, I review the basic random forest algorithms, show how their training can be parallelized on NVIDIA GPUs, and…

4 min read

Accelerating Random Forests Up to 8x Using cuML on Kaggle with Example
Accelerating Random Forests Up to 8x Using cuML on Kaggle with Example

4 min read


Mar 4, 2022

What is Lemmatization ?

Lemmatization is the process of converting a word to its base form. Lemmatization considers the context and converts the word to its meaningful base form, whereas stemming just removes the last few characters, often leading to incorrect meanings and spelling errors. In contrast to stemming, lemmatization is a lot more…

NLP

5 min read

What is Lemmatization ?
What is Lemmatization ?
NLP

5 min read


Mar 1, 2022

Exploration and Cleaning for Real Estate Data Set with SQL

In this study, we will work on a real estate data . Click here for data sets. We have a data set with 56000 rows of information about the properties of a big real estate company. Our aim in this data set; To separate address information by street and district Populate…

Sql

4 min read

Exploration and Cleaning for Real Estate Data Set with SQL
Exploration and Cleaning for Real Estate Data Set with SQL
Sql

4 min read


Feb 28, 2022

92 SQL EXERCISES

In this article you will find 92 SQL exercises. The necessary data sets are available on the page as a drive link below. Click here for data sets. This work includes following commands; · SELECT · WHERE · UPPER · CHARINDEX · RIGHT TRIM, LEFT TRIM · REPLACE ·…

Sql

20 min read

92 SQL EXERCISES
92 SQL EXERCISES
Sql

20 min read


Feb 26, 2022

T-SQL STATEMENTS — DML and DDL

What is data definition language (DDL) ? A data definition language (DDL) is a computer language used to create and modify the structure of database objects in a database. These database objects include views, schemas, tables, indexes, etc. …

T Sql

4 min read

T-SQL STATEMENTS — DML and DDL
T-SQL STATEMENTS — DML and DDL
T Sql

4 min read


Oct 7, 2021

What is Git ?

Git was created by Linus Torvalds in 2005 for development of the Linux Kernel with th other kernel developers contributing to its initial development. Since 2005, Junio Hamano has been the core maintainer. As with most other distributed version control systems, and unlike most client–server systems, every Git directory on…

Git

10 min read

What is Git ?
What is Git ?
Git

10 min read


Mar 6, 2021

ONE HOT ENCODING (Including Dummy Variable Trap) and ORDINAL ENCODING

ONE HOT ENCODING (Including Dummy Variable Trap) and ORDINAL ENCODING WHAT ARE CATEGORICAL VARIABLES? Categorical variables are qualitative data in which the values are assigned to a set of distinct groups or categories. These groups may consist of alphabetic (e.g., male, female) or numeric labels (e.g., …

Encoding

3 min read

ONE HOT ENCODING (Including Dummy Variable Trap) and ORDINAL ENCODING
ONE HOT ENCODING (Including Dummy Variable Trap) and ORDINAL ENCODING
Encoding

3 min read

Atilay Cem Samiloglu

Atilay Cem Samiloglu

20 Followers
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    Memet Ali Alabora

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