Start here � beginner friendly

MACHINE LEARNING COURSE

ML algorithms seekho � prediction, classification, clustering sab master karo. 15 structured lessons � har lesson Hinglish mein with real code aur exercises.

15 complete lessonsNo prior ML neededReal Python examplesOriginal Hindi-first lessons

ML ka complete roadmap

15 structured lessons � basics se deep learning tak. Har topic ka full coverage with interactive examples.

ML Introduction & Setup18 min

Supervised Learning: labelled data se seekhna20 min

Linear Regression: prediction banana24 min

Logistic Regression: classify karna22 min

Decision Trees: rule-based decisions20 min

Random Forest: multiple trees se better predictions22 min

SVM: maximum margin classification24 min

Naive Bayes: probability-based classification20 min

KNN: nearest neighbors se predict karna18 min

Clustering: data ko groups mein todna22 min

Dimensionality Reduction: features simplify karna20 min

Model Evaluation: model kitna sahi hai22 min

Hyperparameter Tuning: best settings dhundhna20 min

Ensemble Methods: multiple models ka power24 min

Deep Learning: neural networks ka introduction26 min