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How to avoid Over-fitting using Regularization?
Regularization is a way to avoid overfitting problems in Regression models. Article explains how to avoid overfitting, underfitting using regularization.
Tavish Srivastava 29 Oct, 2024
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Introduction to Online Machine Learning: Simplified
An introduction to online machine learning algorithms to handle huge data. In this article learn about how online learning differs from batch learning.
Tavish Srivastava 25 Jun, 2020
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Launch of learning path – Data Science in Python
Analytics Vidhya launches our first learning path - Data Science in Python. Learning paths are aimed to help you learn data science with out confusion.
Kunal Jain 26 Jul, 2020
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Model performance metrics: How well does my model perform? – Part 1
This article discusses metrics & plots (Confusion, Gain, Lift & K-S) to evaluate the performance of classification models & their advantages
Tavish Srivastava 17 Apr, 2015
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Image processing and feature extraction using Python
Image processing and feature selection can be tricky. This article teaches the basics of Python image processing and image feature extraction using Python.
Tavish Srivastava 26 Jul, 2020 -
Scikit-learn(sklearn) in Python – the most important Machine Learning tool I learnt last year!
Scikit-learn is a powerful Python library for machine learning & predictive modeling. This scikit learn tutorial gives an overview of scikit learn in python
Kunal Jain 29 Oct, 2024 -
Basics of Image Processing in Python
Python has a good collection of image processing libraries. In this article learn the basics of image processing in python with examples.
Tavish Srivastava 29 Oct, 2024
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Simple Framework to crack a Kaggle problem statement
It is the best time to be on Kaggle than ever before. We provide a simple framework & tips to get you started on a Kaggle competition
Tavish Srivastava 17 Apr, 2015 -
Top certifications for SAS, R, Python, Machine Learning or Big Data
Short term certifications are effective in skilling up on specific needs. We rank certification courses for Python, Machine Learning, Big Data, SAS and R.
Kunal Jain 26 Jul, 2020
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Steps for effective text data cleaning (with case study using Python)
Social media text data provides rich information. Cleansing it can be time consuming. This article lists steps for text data cleaning in python.
Shivam Bansal 26 Jul, 2020
