Data Leakage And Its Effect On The Performance of An ML Model
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Let’s start our discussion by imagine a scenario where you …
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Complete Guide to Prevent Overfitting in Neural Networks (Part-2)
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This is the final part of two-part Blog Series on …
Complete Guide to Prevent Overfitting in Neural Networks (Part-1)
ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Deep Neural Networks deal with a huge number of parameters …
Let’s Solve Overfitting! Quick Guide to Cost Complexity Pruning of Decision Trees
ArticleVideo Book This article was published as a part of the Data Science Blogathon. Understanding the problem of Overfitting in Decision Trees and solving …
Underfitting vs. Overfitting (vs. Best Fitting) in Machine Learning
ArticleVideo Book The Challenge of Underfitting and Overfitting in Machine Learning You’ll inevitably face this question in a data scientist interview: Can you explain …
4 Proven Tricks to Improve your Deep Learning Model’s Performance
ArticleVideo Book Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, …
Improve Your Model Performance using Cross Validation (in Python and R)
Learn various methods of cross validation including k fold to improve the model performance by high prediction accuracy and reduced variance
A comprehensive beginners guide for Linear, Ridge and Lasso Regression in Python and R
ArticleVideo Book Introduction I was talking to one of my friends who happen to be an operations manager at one of the Supermarket chains …
Tree Based Algorithms: A Complete Tutorial from Scratch (in R & Python)
ArticleVideo Book Overview Explanation of tree based algorithms from scratch in R and python Learn machine learning concepts like decision trees, random forest, boosting, …
A Complete Tutorial to learn Data Science in R from Scratch
ArticleVideo Book Overview Free tutorial to learn Data Science in R for beginners Covers predictive modeling, data manipulation, data exploration, and machine learning algorithms …
