THE DEEP TRUTH: Introduction to Deep Learning and AI

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RR

Roy Joseph Roberto

English, Filipino ∙ Self-paced (1 hr 28 mins)

Date Published
August 12, 2023
Course Updated
March 22, 2024
Categories:
Analytics
Tags:
#Analytics

About the Course


This course will teach you about deep learning and Artificial Intelligence (AI), how to understand its concepts and terms. You'll hear about a variety of topics and concerns surrounding AI, including ethics and bias, as well as careers. It was intended to teach anyone, regardless of technical knowledge, the foundations of deep learning and AI.


Course Objective


  • To learn about fundamental concepts in Deep Learning
  • How basic DL algorithm works and use cases and sample projects


Course Outline


  • Introduction

Overview on AL, common applications and basic terms

  • DL Models

Unsupervised, supervised, and semi-supervised learning models

  • Neural Networks

How deep learning is similar to the human brain perceives things

  • Deep Layers

Input, hidden and output layers

  • Optimization

Learning rate and data augmentation techniques

  • Use Cases

Past and current deep learning projects


Target Participants


All interested individuals who want to learn more about deep learning and artificial intelligence (AI).


Certificate Requirements



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