This repository has basic machine learning programs
| Sr. No. | Description |
|---|---|
| 1 | To study various machine learning libraries like Scipy, Sklearn, Keras, Tensorflow with their applications and usage. |
| 2 | Write a python program to solve the following problems: a) Find the probability of drawing two kings from a deck. b) A math teacher gave her class two tests, 25 % of the class passed both tests and 42 % of the class passed the first test. Find the probability, number of students passed the second test. |
| 3 | Write a python program to perform Linear classification using AND and OR logic. |
| 4 | Write a program to predict total payment for given number of claims on Swedish auto insurance dataset using linear regression. |
| 5 | Write a python program to perform multiclass classification on iris dataset. |
| 6 | Write a program to perform dimensionality reduction on German loan dataset using Principal Component Analysis (PCA). |
| 7 | Write a python program to classify various types of from iris dataset using Support Vector Machine (SVM). |
| 8 | Write a program to implement K-means clustering on iris dataset. |
| 9 | Write a program to apply decision tree classifier on pima Indian diabetes dataset. |
| 10 | Design and implement a neural network with Pima Indian diabetes dataset. |
| 11 | Implement multiclass classification with neural network on Iris flower species. |
Feel free to suggest me changes.