VTU-AIML-Lab-Programs

KO | EN

gitlite — search

#javascript #python #react #typescript #llm #go #android #machine-learning #linux #java #windows #awesome #cli #ios

VTU-AIML-Lab-Programs

(★ 65)

AI and ML lab programs VTU 18 Scheme 18CSL76 for computer science and information science engineering 7th sem

VTU-AIML-Lab-Programs Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

# VTU-AI-ML-Lab-Programs-18CSL76-scheme
## AI and ML lab programs VTU 18 Scheme 18CSL76 Computer Science and Information Science 7th semester

## ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING
### LABORATORY

(Effective from the academic year 2018 -2019)
SEMESTER – VII
 Course Code 18CSL76&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;CIE Marks 40
 Number of Contact Hours/Week 0:0:2&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;SEE Marks 60
 Total Number of Lab Contact Hours 36&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Exam Hours 03
Credits – 2
Course Learning Objectives: This course (18CSL76) will enable students to:
 • Implement and evaluate AI and ML algorithms in Python programming language.

# Programs List:
### 1. Implement A* Search algorithm.

- [Click here for A* Algorithm(Execute on your Jupyter Notebook or any other IDE).](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/AstarAlgorithmLab1/AstarAlgorithm.ipynb)
- [A* star Algorithm for Reference](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/AstarAlgorithmLab1/AstarAlgorithm.md)

### 2. Implement AO* Search algorithm.

- [Click here for AO* Algorithm(Execute on your Jupyter Notebook or any other IDE).](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/AOstarAlgorithmLab2/AOstarAlgorithm.ipynb)
- [AO* star Algorithm for Reference](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/AOstarAlgorithmLab2/AOstarAlgorithm.md)

### 3. Implement candidate Elimination algorithm.

- [Click here for Candidate Elimination Algorithm).](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/CandidateEliminationLab3/CandidateElimination.ipynb)
- [Candidate Elimination Algorithm for Reference).](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/CandidateEliminationLab3/CandidateElimination.md)

### 4. Implement ID3 algorithm.

- [Click here for ID3 Algorithm(Execute on your Jupyter Notebook or any IDE).](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/ID3Lab4/ID3%20Algorithm.ipynb)
- [ID3 Algorithm for Reference.](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/ID3Lab4/ID3%20Algorithm.md)

### 5. Backpropagation Algorithm.

- [Click here for Backpropagation Algorithm](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/BackPropagationLab5/Backpropagation.ipynb)
- [Backpropagation Algorithm Reference.](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/BackPropagationLab5/Backpropagation.md)

### 6. Naive Bayesian Classifier Algorithm.

- [Click here for Naive Bayesian Classifier Algorithm](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/NaiveBayesianLab6/NaiveBayesian.ipynb)
- [Naive Bayesian Algorithm for Reference.](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/NaiveBayesianLab6/NaiveBayesian.md)

### 7. EM Algorithm
- [Click here for EM Algorithm](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/EMLab7/EM.ipynb)
- [EM Algorithm for Reference](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/EMLab7/EM.md)

### 8. KNN Algorithm.
- [Click here for KNN Algorithm](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/KNNLab8/KNN.ipynb)
- [KNN Algorithm for Reference](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/KNNLab8/KNN.md)

### 9. Regression Algorithm
- [Click here for Regression Algorithm](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/RegressionLab9/Regression.ipynb)
- [Regression Algorithm for Reference](https://github.com/AshishVajpayee/VTU-AIML-Lab-Programs/blob/master/RegressionLab9/Regression.md)

VTU-AIML-Lab-Programs

VTU-AIML-Lab-Programs Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

VTU-AIML-Lab-Programs

VTU-AIML-Lab-Programs Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README