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THE DEEP TRUTH: Introduction to Deep Learning and AI

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Course Overview

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

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

Instructors

Roy Joseph Roberto

royjosephroberto@yahoo.com

Roy Joseph R. Roberto is a multi-awarded youth leader, a technology professional, and a public speaker rolled into one. He has over six years of technical working experience in both local and international IT organizations, including a Fortune Global 500 company where he assumed a Senior Analyst position. He has delivered software engineering solutions (SAP) to a diverse portfolio of business clientele, most of which are industry leaders in the Irish and UK markets. He is currently pursuing his Master's Degree in Data Science at the Asian Institute of Management, an international management and research institution co-founded by Harvard Business School. He also completed a Design Thinking course in the Ateneo Graduate School of Business and is now part of Design Across Borders, a design thinking class facilitated by the Hasso Plattner Institute of Design in Stanford University. Recently, he was selected as one of the 25 Fellows of the prestigious Young Sustainable Impact - Southeast Asia 2020 Innovation Program in Singapore.

Student Feedback

5

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3 Reviews on “THE DEEP TRUTH: Introduction to Deep Learning and AI

  1. With the birth of internet, there is continuous flow of data. It’s a great thing that deep learning was created to utilize these data for automatic deduction and optimal tuning. However, as promising as it sounds, ethical concerns should also be considered. Thank you, Sir Roberto and Ask Lex PH!

  2. I learned that deep learning is a both science and art. And also the difference of the deep learning models which are the supervised, unsupervised, and the semi-supervised. Thank you.