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A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning!
This article is an overview of data science, machine learning and deep learning in 2020 and provides predictions for 2021.
Analytics Vidhya 28 Dec, 2020
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Tutorial to data preparation for training machine learning model
Let's see how data preparation and feature engineering are the most time-consuming yet important step of modeling pipeline.
Vidhi 18 Dec, 2020
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Roadmap to Become Data Scientist in 2025
Check out the Data Scientist Learning Path 2025. Explore the roadmap to become data scientist, skills required, application, projects etc.
Himanshi Singh 01 May, 2025
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An end-to-end comprehensive guide for PCA
A comprehensive guide for principal component analysis (PCA). Learn about PCA, how it is done, mathematics, and Linear Algebraic operation.
Neha 23 Feb, 2024
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Decluttering the performance measures of classification models
Let’s have a look at the various performance evaluation measures of classification model so as to check the model and enhance its prediction.
Anjana 18 Dec, 2020
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Understand Machine Learning and Its End-to-End Process
Understand machine learning and its end to end process. Learn what is machine learning, its application and how DS and ML are related
Shanthababu Pandian 18 Dec, 2020
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Top 15 Open-Source Datasets of 2020 that every Data Scientist Should add to their Portfolio!
Top open source datasets that all data scientist should work on. This article cover 15 open source datasets for ML, computer vision and NLP.
Purva Huilgol 18 Dec, 2020
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What is Statistical Modeling? Definition, Types, Uses and More
Discover the essentials of statistical modeling, its necessity, types of assumptions, model definitions, differences from machine learning.
Himanshi Singh 29 Jan, 2025
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Feature Engineering Using Pandas for Beginners
Pands is one of the most useful libraries. Let's see how we can perform various kinds of feature engineering using the famous pandas library.
Kamaldeep 23 Oct, 2024
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Machine Learning Model – Serverless Deployment
Serverless deployment abstracts away provisioning, managing servers and simplifying model deployment. Learn about serverless deployment
asha 14 Dec, 2020
