Curated List
Best Classification Resources for Interview Preparation
Comprehensive collection of the best Classification study resources for coding interviews and placements. Supervised learning for categorical label prediction.
Key Topics to Cover
1.Logistic Regression — Essential subtopic for interview preparation
2.SVM — Essential subtopic for interview preparation
3.Decision Trees — Essential subtopic for interview preparation
4.Random Forests — Essential subtopic for interview preparation
Recommended Study Order
Start with fundamentals and progressively build towards advanced topics:
Step 1: Logistic Regression
Step 2: SVM
Step 3: Decision Trees
Step 4: Random Forests
Spend 2-3 days on each subtopic with active practice.
Practice Strategy
1.Read the theory and understand concepts
2.Solve 5-10 related problems per subtopic
3.Review and revise before moving forward
4.Take weekly mock tests
5.Revisit weak areas before interviews
Frequently Asked Questions
How long does it take to learn Classification?
With consistent daily study, 2-4 weeks for comprehensive preparation covering all subtopics.
Is Classification asked in placement interviews?
Yes, Classification knowledge is valuable for specialized roles.
What are the most important Classification subtopics?
Focus on: Logistic Regression, SVM, Decision Trees. These are most frequently tested.
Study Classification with interactive notes and practice problems on W Code!
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