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Top Data Science Projects to add to your Portfolio in 2021
We have listed projects of data science 2021 that will help you polish your resume and gain practical experience.
Sakshi Raheja 23 Dec, 2021
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10 Most Popular Guest Authors on Analytics Vidhya in 2021
Our guest authors of 2021 AKA data science enthusiasts wrote numerous articles on our platform and added value to our community.
Sakshi Raheja 23 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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An End-to-End Guide to Model Explainability
In this article, we will explore what is meant by model explainability and the different ways to interpret a machine learning model.
Priyanka 16 Oct, 2024
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An Empirical study of Machine Learning Classifiers with Tweet Sentiment Classification
Learn about different ML classifiers with Twitter US airline sentiment datasets by training tweet classification models and comparing them
sawan 04 Jan, 2022
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5 Effective Strategies for Handling Missing Values in Data Analysis
Understand how to handle missing values in data analysis. Learn 5 effective strategies such as imputing, discarding, and replacing.
Nasima 14 Nov, 2025
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Magical Data Science Projects to Enhance your Resume
In this blog, we are going to introduce you to some Magical Data Science Projects to Enhance your Resume and improve your skills
Smruthi 15 Jun, 2021
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MNIST Dataset Prediction Using Keras [5 Simple Steps]
MNIST Dataset Prediction, MNIST prediction. It includes handwritten digits 0-9, serving as a testing ground for image processing systems.
Sriniketh 21 Mar, 2024![MNIST Dataset Prediction Using Keras [5 Simple Steps]](https://cdn.analyticsvidhya.com/wp-content/uploads/2021/06/78429blog-5-cover.png)
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Top 10 Open-Source Datasets For Object Detection In 2021
The article comprises ten open-source datasets for object detection in machine learning in 2021 with the respective sources.
Mrinal Singh 20 May, 2021
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How to Download Kaggle Datasets using Jupyter Notebook
Learn how to download Kaggle datasets using your Jupyter Notebooks - an awesome tutorial for data scientists.
Rahul Shah 30 Apr, 2021
