Hi Friends!
In this video complete concept explanation of Decision Tree classifier is explained - Entropy, Gini Index, Information gain and Pruning is explained.
Pruning - https://insidelearningmachines.com/pruning_decision_trees/
Performance metrics - https://youtu.be/PsqJfBIwzsY
Logistic Regression PART1 - https://youtu.be/WBUacVBaKn0
PART2 - https://youtu.be/VTJ7NetTcXY
Metrics of Regression:
Part1 - https://youtu.be/bcRrvzOh--I
Part2 - https://youtu.be/OD1Nfa-sMsc
One Hot Encoding Vs Label Encoding :https://youtu.be/x5dIOI9iTNo
Machine Learning: https://youtu.be/FKPmH5TBGSQ
Playlists:
SQL: https://www.youtube.com/playlist?list=PLwTj0CXVYhaPIEzEmR5oKkjFYVXBp3FVb
Machine Learning: https://www.youtube.com/playlist?list=PLwTj0CXVYhaO0pcDxgDxM3Tt2zq34YVRy
Statistics: https://www.youtube.com/playlist?list=PLwTj0CXVYhaOplO_uliFS-tp9tr-DqJ1M
Data Science Interview Questions: https://www.youtube.com/playlist?list=PLwTj0CXVYhaNXL16o6TBSlpsNnwqAIUpK
DNN Playlist: https://www.youtube.com/playlist?list=PLwTj0CXVYhaM-4FKeAaKfDFq8i984wz4v
Projects:
Heart attack Prediction: https://www.youtube.com/playlist?list=PLwTj0CXVYhaN3Kw0FOyAh7-CySpHd36Hh
Cardio Vascular Risk using Pycaret: https://youtu.be/KRZoC4MTXu4
Supply chain Management: https://youtu.be/6q_TNZtz6zU
