SUMMER INTERNSHIP PROGRAM - 2019

THINK | LEARN | BUILD

ArtificialIntelligence

With Python

2019May, June & July

OneMonth Program

80HrsHands - on Training

3Major Projects

HiringHackathon

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TM

In Collaboration with

PracticalArtificial IntelligenceWith Python

Module 01Introduction to Artificial intelligence and Python

• Introduction to Artificial Intelligence• Introduction to python programming and Environment Setup• Python Basics• Python Data Structures• Python Programming Fundamentals

Module 04Introduction to Neural Networks

• Introduction to Neural Networks• Understanding Neural Networks with TensorFlow

• Building ANN Using Tensorflow using sample dataset• Understanding Neural Networks with TensorFlow

Module 05Working with Keras Framework

• Introduction to Keras Framework• Evaluating, Improving and Tuning the ANN

• Building ANN Using Keras (Tensorflow backend) using sample dataset

Module 02Python Programming

• Python - Files I/O• Python - Exceptions Handling• Python - Object Oriented

Module 03Python for AI

• Working with Data in Python• Introduction to Visualization Tools• Data Preprocessing

Module 07Recurrent Neural Networks

• Introduction to Recurrent Neural Networks• Predicting Google stock prices using RNN

• Evaluating, Improving and Tuning the RNN

Module 06Convolutional Neural Networks

• Introduction to Convolutional Neural Networks• Classification of images using CNN

• Evaluating, Improving and Tuning the CNN

Module 08Natural Language Processing

• Introduction to Natural Language Processing• Introduction to NTLK• Bag of Words model• Natural Language Processing in Python• Sentiment analysis using Natural Language Processing

Module 09Explore IBM Watson Studio

• Introduction to IBM Cloud• Introduction to AI in IBM Cloud• Explore IBM Conversation Service• Explore Visual Recognition service• Explore Watson Studio

Module 10Build AI Usecases

• Usecases 01 • Usecases 02

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1 WeekUsecase Development

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