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Event Name
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Bootcamp on Machine Learning Regression Concepts
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Description of the event
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To mark the International Girls in ICT Day 2022, through this project we train girls on ML Regression Concepts in Python.About the Boot campTitle : Hands-on experience of Machine Learning Regression Concepts in PythonObjectives :• Understanding the ML Regression techniques and Algorithm workflow as well as Python code required in execution.• Implementing these on Jupyter Notebook with hands on makes them practically understandable as well.• Analyzing Real World Problems and how they can be solvedArea Covered :Session 1(16 th April) 11 am to 1pm : Overview of Machine learning, AI Overview, Data pre-processing steps, Training and test data, Python libraries, Linear Regression algorithms, Visualizing plots with various examplesSession 2(17th April) 11 am to 1 pm : Summary of Regression done in Part I, Multiple Linear Regression, Support Vector Regression, Decision Tree Regression, Random Forest Regression, Evaluating Model Performance. Project Assignment will be given on 17th April and the further ML areas will be covered as per Assignment28 April- Show case of the projects made.
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Entity organizing the event, organizers
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Oracle Volunteers. The girls are from Graphic Era (Deemed to be University), Dehradun supported by ICT Academy.The Oracle Volunteers are Tushar Anand Zainab MirArpita PapalkarKamal Deep Peter
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