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Evaluating A Classification Model for Data Science
Accuracy is not enough for the evaluation of the classification model. Learn about metrics like confusion matrix, ROC curve, Precision
Harsh 02 Dec, 2021
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How to Implement Data Engineering in Practice?
Data Engineering as a subset of Data Science, which receives data from Big Data and prepares them to be used in a Machine Learning Model.
Andre 01 Dec, 2021
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The Guide to Data Analysis with DuckDB
Understand Python API and various ways to read and perform queries in CSV files with SQL script in DuckDB with this comprehensive guide.
Abid Ali Awan 10 Dec, 2021
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Beginner’s Guide to Ensemble Learning in Python
Ensemble learning in python is a meta approach that works on predictive performance by mixing different combinations of the prediction.
Karan 10 Dec, 2021
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Tune ML Models in No Time with Optuna
Optuna is the SOTA algorithm for fine-tuning ML and deep learning models. It depends on the Bayesian fine-tuning technique.
Gunjan Agarwal 30 Nov, 2021
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Good ETL Practices with Apache Airflow
ETL is a type of three-step data integration: Extraction, Transformation, Load are processing, used to combine data from multiple sources.
Andre 04 Jan, 2022
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String Data Structure in Python | Complete Case study
Python String is a one of the most basic and most important data structure. Learn how to create , access and manipulate strings in depth.
Raghav Agrawal 30 Nov, 2021
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A Comprehensive Guide on Inferrd : The easiest way to deploy ML models
Inferrd makes it easy to deploy machine learning models to the GPU without having to deal with the underlying infrastructure.
pradeep 30 Nov, 2021
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Traverse Trees Using Level Order Traversal in Python
Traversal is the process of traveling a tree node by node, level by level until all nodes have been searched effectively and thoroghly
Prashant 30 Nov, 2021
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A Complete Beginner-Friendly Guide to SQL for Data Science
SQL stands for Structured Query Language which is used to deal with Relational Databases to query from and manipulate databases.
Raghav Agrawal 10 Dec, 2021
