List: Data Science & Machine Learning | Curated by Tarun Gupta

Apr 4, 2024
28 stories
Data Science & Machine Learning
Tarun Gupta
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ILLUMINATION
Discover and Download Unsplash Images with Streamlit and PythonDiscover the power of Unsplash API with Python & Streamlit! Download stunning images based on user input with your bot in 33 lines of code.
Apr 4
Apr 4
Tarun Gupta
How to Create a Smart Chatbot with Streamlit, Python, and ChatGPTCreate your own intelligent memory-enabled chatbot in 80 lines of code
Jul 21, 2023
1
Jul 21, 2023
1
Tarun Gupta
Intro to Neural Networks Implementation in PythonUsing scikit-learn
Mar 12, 2022
Mar 12, 2022
Tarun Gupta
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DataDrivenInvestor
Implementing k-Means Clustering in 30 Lines with OptimizationUsing Python3 and Scikit-learn
Aug 27, 2021
Aug 27, 2021
Tarun Gupta
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DataDrivenInvestor
A Fascinating Behind-the-Scenes Look at ClusteringIts concepts and implications in Machine Learning
Mar 29, 2021
Mar 29, 2021
Tarun Gupta
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DataDrivenInvestor
The Beginner’s Guide to Artificial Neural NetworksA Brief Conceptual Overview
Mar 21, 2021
Mar 21, 2021
Tarun Gupta
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Towards Data Science
What Is Neural Network Implementation, Anyway?A python3 and scikit-learn implementation
Feb 13, 2021
Feb 13, 2021
Tarun Gupta
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Towards Data Science
Performance Measures for Classification Modelsand methods to evaluate the performance of a classifier
Dec 3, 2020
Dec 3, 2020
Tarun Gupta
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Towards Data Science
Understanding Decision Tree Classifierconceptually with example using ID3 algorithm
Oct 13, 2020
Oct 13, 2020
Tarun Gupta
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Towards Data Science
Implementing a Naive Bayes Classifierin Python with a real world dataset
Oct 8, 2020
Oct 8, 2020
Tarun Gupta
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Towards Data Science
Continuous Data and Zero Frequency Problem in Naive Bayes ClassifierHow to handle it mathematically and conceptually
Oct 7, 2020
1
Oct 7, 2020
1
Tarun Gupta
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Towards Data Science
Understanding Naive Bayes Classifierconceptually with multiple examples
Oct 6, 2020
Oct 6, 2020
Tarun Gupta
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Towards Data Science
Basics of Supervised Learning (Classification)in Machine Learning with concepts, components and examples
Oct 5, 2020
Oct 5, 2020
Tarun Gupta
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Towards Data Science
Machine Learning Perceptron Implementationwith Python using Delta rule (gradient descent)
Aug 18, 2020
Aug 18, 2020
Tarun Gupta
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The Startup
Machine Learning Decision Tree Implementationwith ID3 algorithm using Python and XML
Mar 13, 2020
Mar 13, 2020
Tarun Gupta
in
The Startup
Learn Python for Machine LearningGet comfortable with Python in order to start coding
Mar 10, 2020
Mar 10, 2020
Tarun Gupta
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The Startup
(Batch) Linear RegressionUsing the gradient descent method in Python3
Mar 8, 2020
Mar 8, 2020
Tarun Gupta
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DataSeries
Pandas.series : A Part of the backbone for Machine Learning in Pythonwith concepts and examples for beginners
Nov 21, 2019
Nov 21, 2019
Tarun Gupta
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DataSeries
Python Basics in Numpy for Machine Learning & Data ScienceGet comfortable with Python in order to start into Data Science and Machine Learning
Oct 28, 2019
2
Oct 28, 2019
2
Tarun Gupta
in
Towards Data Science
Pandas.Series Methods for Machine LearningGetting to Know them and their implementations
Oct 25, 2019
Oct 25, 2019