By 2020, Artificial Intelligence will create more jobs than it eliminates: Gartner
MACHINE LEARNING WORKSHOP

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Language to be used: Python
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Packages: Numpy, Pandas, SciKit learn
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OS: Windows, Ubuntu or Mac
Workshop content: MACHINE LEARNING
(3 Days)
Machine learning - Data analysis using NumPy
Machine learning - Data analysis using Pandas
Case study - Data analysis
Python for data visualisation using Matplotlib
Machine Learning - Linear and logistic regression
Machine Learning - Cross-validation and Bias-variance trade-off
Machine Learning - K nearest neighbours
Introduction - Decision Tree and Random Forest
Capstone project on Machine learning foundation
Machine Learning - Support vector machines
Machine Learning - Decision trees and random forest
Case study - SVM, Decision tree
Python for data visualisation using Matplotlib and cufflinks
Machine Learning - K-means clustering
Introduction - Deep Learning and Neural Nets
Capstone project on Machine Learning advanced
Pre-course work on Python provided remotely
DATA SCIENCE WORKSHOP

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Language to be used: Python
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Packages: Numpy, Pandas, SciKit learn
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OS: Windows, Ubuntu or Mac
Workshop content: DATA SCIENCE
Python basics - Crash course
Common data distribution
Introduction to Jupyter Notebooks
Numpy operations
Pandas - Series
Pandas - Dataframe
Project 1 - Pandas
Introduction to data visualisation
Data visualisation using Matplotlib
Data visualisation using Seaborn
Data visualisation using cufflinks
Data Mini Project
MieRobot.com forum support for 2 months
# This is a code-intensive track. Candidates should
be open towards learning to code.
COMPUTER VISION WORKSHOP USING OPENCV

Workshop content: COMPUTER VISION
Introduction to computer vision and OpenCV3
Quick set-up with Python
Image manipulation
Image segmentation
Object detection
Face detection
Filters and Swaps
Motion analysis
Object tracking
OpenCV in Machine learning
Hands-on Lab
Mini project in 3/4 groups
Installation manual
Support from MieRobot.com forum for 2 months
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Programming language to be used: Python
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Packages: Numpy, Pandas, OpenCV
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OS: Windows, Ubuntu or Mac
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Branches: Robotics,CSE,IT,Security
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Not available for Non CSE/Robotics