thank you so much for helping me in becoming expert in ML

Done

Done

Done

Done

well explained

MashaAllah Explained well

I learned in this lecture with 100% practice.

I have done this video with 100% practice.

And I also learned ML algorithm of K-Nearest Neighbors ( KNN ) in PythonSteps of K-Nearest Neighbors ( KNN ) and Example of KNN Classifier on IRIS data Set1-Import libraries 2-Load the data set of IRIS 3-Split the data in X and y 4-Train test split the data 5-Fit the model on training data 6-Predict the species for the test data 7-Evaluate the model 8-plot the confusion matrix 9-Save the model 10-Load the modelAnd the Steps of K-Nearest Neighbors ( KNN ) and Example of KNN Regression on the TIPS data set1-Load the data set 2-Split the data into X and y 3-Encode the categorical columns using for lopp and le 4-Train test: split the data and run the model 5-Fit the model to the training data 6-Predict the model 7-Evaluate the model 8-Predict the specific valueALLAH PAK aap ko sahat o aafiat wali lambi umar ata kray aor ap ko dono jahan ki bhalian naseeb farmaey,Ameen.