Topics tagged ml-basics

Topic	Views	Activity
What Is A Recommender System? Data Science, AI and ML machine-learning , ml-basics	288	26 April 2022
Explain the ROC Curve Data Science, AI and ML machine-learning , ml-basics	286	23 April 2022
What Is K-Means Clustering? Data Science, AI and ML machine-learning , ml-basics	295	23 April 2022
How Would You Approach a Dataset That’s Missing More Than 30 Percent of Its Values? Data Science, AI and ML machine-learning , ml-basics	312	23 April 2022
Explain the Random Forest Model. How Do You Build a Random Forest Model? Data Science, AI and ML machine-learning , ml-basics	256	23 April 2022
Explain K-Fold Cross-Validation Data Science, AI and ML machine-learning , ml-basics	265	23 April 2022
What are drawbacks of a linear model? Data Science, AI and ML machine-learning , ml-basics	293	22 April 2022
What is the principal component analysis? Explain the sort of problems you would use PCA for Data Science, AI and ML machine-learning , ml-basics	226	22 April 2022
Why is the dimension reduction important? Data Science, AI and ML machine-learning , ml-basics	250	22 April 2022
When would you use the random forests Vs SVM and why? Data Science, AI and ML machine-learning , ml-basics	302	22 April 2022
Assume you need to generate a predictive model using multiple regression. Explain how you intend to validate this model? Data Science, AI and ML machine-learning , ml-basics	364	22 April 2022
Explain what is precision and recall are? Data Science, AI and ML machine-learning , ml-basics	215	22 April 2022
How to deal with the unbalanced binary classification? Data Science, AI and ML machine-learning , ml-basics	322	22 April 2022
How do you treat outlier values? Data Science, AI and ML machine-learning , ml-basics	324	22 April 2022
What are dimensionality reduction and whats its benefits? Data Science, AI and ML machine-learning , unsupervised-ml , ml-basics	511	19 April 2022
What are exploding gradients? Data Science, AI and ML machine-learning , ml-basics	309	19 April 2022
Can you explain the concepts of overfitting and underfitting? Data Science, AI and ML machine-learning , ml-basics	356	19 April 2022
How does logistic regression work? Data Science, AI and ML machine-learning , supervised-ml , ml-basics , model-performance	541	19 April 2022
Enumerate differences between supervised and unsupervised learning? Data Science, AI and ML machine-learning , supervised-ml , ml-basics	346	18 April 2022
How to avoid overfitting in ML models? Data Science, AI and ML machine-learning , ml-basics	311	18 April 2022
Explain Reinforcement learning Data Science, AI and ML machine-learning , reinforcement-learni , ml-basics	314	17 April 2022
What is the SVM algorithm? Data Science, AI and ML machine-learning , ml-basics	640	17 April 2022
Define Naive Bayes? Data Science, AI and ML machine-learning , ml-basics	274	17 April 2022
Define underfitting and overfitting Data Science, AI and ML machine-learning , ml-basics , model-performance	308	16 April 2022
What is meant by ‘curse of dimensionality’? How can we solve it? Data Science, AI and ML machine-learning , ml-basics	246	16 April 2022
Explain DBSCAN Clustering technique and in what terms DBSCAN is better than K- Means Clustering? Data Science, AI and ML machine-learning , ml-basics	300	15 April 2022
Explain Naive Bayes Classifier and the principle on which it works? Data Science, AI and ML machine-learning , supervised-ml , ml-basics	307	15 April 2022
What is Ensemble Learning. Give an important example of Ensemble Learning? Data Science, AI and ML machine-learning , supervised-ml , ml-basics	389	15 April 2022
Describe Decision tree Algorithm and what are entropy and information gain? Data Science, AI and ML machine-learning , ml-basics	349	15 April 2022
What do you mean by Regularisation? What are L1 and L2 Regularisation? Data Science, AI and ML machine-learning , ml-basics , model-performance	308	15 April 2022