SUMMER TRAINING Free Tutorials  Go To Your University  Placement Preparation 
Project Based Best Summer Training Courses in Jaipur
Investing in yourself is easy. Udemy online courses now from INR 455
0 like 0 dislike
854 views
in VTU B.Tech (CSE-VII Sem) Artificial Intelligence and Machine Learning Lab by Goeduhub's Expert (7.1k points)

Visvesvaraya Technological University(VTU) B.Tech (CSE-VII Sem) Artificial Intelligence and Machine Learning Lab Experiments and Solutions With Required Theory

VTU Home

1 Answer

0 like 0 dislike
by Goeduhub's Expert (7.1k points)
edited by
 
Best answer

Visvesvaraya Technological University(VTU) B.Tech (CSE-VII Sem) Artificial Intelligence and Machine Lab

S.No.List of Experiments
1.Implement A* Search algorithm.
2.Implement AO* Search algorithm.
3.For a given set of training data examples stored in a .CSV file, implement and demonstrate the Candidate-Elimination algorithmto output a description of the set of all hypotheses consistent with the training examples.
4.Write a program to demonstrate the working of the decision tree based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge toclassify a new sample.
5.Build an Artificial Neural Network by implementing the Backpropagation algorithm and test the same using appropriate data sets.
6.Write a program to implement the naïve Bayesian classifier for a sample training data set stored as a .CSV file. Compute the accuracy of the classifier, considering few test data sets.
7.Apply EM algorithm to cluster a set of data stored in a .CSV file. Use the same data set for clustering using k-Means algorithm. Compare the results of these two algorithms and comment on the quality of clustering. You can add Java/Python ML library classes/API in the program.
8.Write a program to implement k-Nearest Neighbour algorithm to classify the iris data set. Print both correct and wrong predictions. Java/Python ML library classes can be used for this problem.
9.Implement the non-parametric Locally Weighted Regressionalgorithm in order to fit data points. Select appropriate data set for your experiment and draw graphs

Our Mentors(For AI-ML)


Sharda Godara Chaudhary

Mrs. Sharda Godara Chaudhary

An alumna of MNIT-Jaipur and ACCENTURE, Pune

NISHA (IIT BHU)

Ms. Nisha

An alumna of IIT-BHU

Related questions

 Goeduhub:

About Us | Contact Us || Terms & Conditions | Privacy Policy || Youtube Channel || Telegram Channel © goeduhub.com Social::   |  | 
...