ITech AI Tech Talk

My slides for Zetech University Artificial Intelligence demystification at ITECH Club

Transcript

1. Monthly ITECH Comm Meetup Let’s Talk AI By Victor Omondi
2. TABLE OF CONTENTS The best way to learn AI as a beginner. AI, ML, DL, DS, DA, DE Demystify AI and other terms, and their applications Demos AI, ML, DS in action AI Learning Rd Map 01 02 03 04 AOB • Resources • Future of AI
3. Who’s Vick? MMU Comp Tech 2021 graduate (1st Class Honors) Data Analysis Intern @ Maisha Meds Google Explore ML Facilitator Tech Community Advocate & Mentor
5. Artificial Intelligence What is AI? Machine Learning Algorithms whose performance improve/decline as they are exposed to more data over time. A program that can sense, reason, act, and adapt
6. Deep Learning Say more… Data Science interdisciplinary field of study that uses data for various research and reporting purposes to derive insights and meaning out of that data Subset of machine learning in which multilayered neural networks learn from vast amounts of data
7. Let’s Play A Game
8. AI 01 In Depth into Artificial Intelligence
9. AI Super Evolution of AI AI Narrow automate simple and repetitive tasks e.g bots, virtual assistants and predictions AI General exhibit the capabilities of the human brain. E.g Google’s AlphaGo, IBM Watson surpass human intelligence
10. Other fields Using AI or subsets of AI: • Cognitive Computing, • Business Analytics, • Natural Language Processing and • Computer Vision. Other Fields
11. ML Approches SL Supervised Learning. Input comes with labels Semi supervised Has labels but doing UsL UsL Unsupervised Learning RL Goal Oriented
12. Let’s Code A Demo
13. ML Process Collect Data Train and Test Model Define Objective Predict and Evaluate Focus on User
14. Do you have any questions? info.victoromondi@gmail.com.com +254 797 817 059 victoromondi1997.github.io/blog THANKS! A Victor Omondi Tech Academy (Vickodemy)