Practical List for Machine Intelligence Lab:

Sr. No.	Topics
1	To study various machine learning libraries like – Scipy, Sklearn, Keras, Tensorflow with their 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	Project – 1: Design and develop a program to classify e-mails
5	Write a program to predict total payment for given number of claims on Swedish auto insurance dataset using linear regression
6	Project – 2: Design and develop a program for stock price prediction with past variation in price using SVM.
7	Write a program to perform dimensionality reduction on German loan dataset using Principal Component Analysis (PCA)
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	To design and implement a neural network with Pima Indian diabetes dataset
11	To implement multiclass classification with neural network on Iris flower species
12	Project – 3: To implement convolutional neural network for object recognition in an image with CIFAR 10 dataset
13	Project – 4: To implement sequence classification of Movie reviews with LSTM network