CAMPALIN

CAMPALIN

Artificial Intelligence(AI)

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About Course

Description
Artificial Intelligence and Data Science for Leaders will introduce you to the range of new technologies and toolsnavailable to ensure that your business is future-fit in this digital age. Over the eight-week period, you will learn aboutnthe opportunities that AI and data science can offer your organization.

What Will You Learn?

  • This artificial intelligence basics program is designed to offer an overview of AI concepts & workflows, along with the fundamentals of machine learning and deep learning. Learn AI along by working on specific use cases & learn the difference between supervised, unsupervised, & reinforcement learning. This free course on AI is an ideal kickstart for anyone looking to become an AI engineer.
  • NLP
  • Predictive Analysis
  • Artificial Neural Networks
  • Association Rules

Course Content

Induction Class (Optional)
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Introduction of Al
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Programming Elements
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Conditions & Loops
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Data Structures
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Functions & Exception Handling
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Add-on topics
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Basics of AI
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Neural Network Basics
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Backward Propogation
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Loss Function and Error
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Artificial Neural Network
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Important of Data Normalization
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Classification Metrics – Confusion Matrix
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Opencv Basics
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How to save Deep Learning mode
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CNN Basics
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Transfer Learning
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Final Project and Doubt Clearing Session
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Web App Deployment
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Image to Text
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Cascade Classifier
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Object Detection Demonstration
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