Machine Learning Lab(2023-24)

Welcome to the course

Week0: Introduction to google colab
Colab Markdown: Introduction to Markdown
Google colab: FAQs
Mounting Google drive in colab: from google.colab import drive
drive.mount('/googledrive')
Data Sets Resources : Google public data sets , Kaggle Data sets, Data Hub.io, KDnuggets , UCI Machine Learning, Yoga Pose classification , For more

Date	Topic	Resource	Evaluation	Feedback
20/12/2023	Introuction to Numpy (Numerical Python Library)	BasicTutorial
30/12/2023	Introuction to Pandas Library	Userguide	HousingPriceDS
30/12/2023	Matplotlib Library	Plot types
31/12/2023	Exploratory Data Analysis Task	Task
03/01/2024	Exploratory Data Analysis Test	DataSet	Submit
07/01/2024	Decision Tree Task	Task DataSet	Submit
20/01/2024	Regression Tree Task	Task
24/01/2024	Decision Tree Test	Lenses MONK'sProblem Breast cancer Car Evaluation	Submit
24/01/2024	Regression Tree Test	Solar Flare
31/01/2024	Perceptron	fab,fabcd data sets	Submit
07/02/2024	Linear Regression using Neural Networks	CGPAtoPercentage	Submit
14/02/2024	Forward Pass of Neural Networks	ForwardPass DataSet	Submit
21/02/2024	Back propagation Algorithm	Back Propagation DataSet

Internal Exam : Data set generation Submit
Internal Exam : Model Submit